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library(stringr)

We fit a modified SEIR model to case data from the 2019-nCoV epidemic in NYC using case data from () to ().

Declare model name

full_model_name = "NYC_Covid_Model_Hyrbid_Model_1_Pre-Symp_Compartment_Set_b_a_to_0"
model_name = "N_13"
rda_index = 0
rds_index = 0

Compartment/Queue Cohort Numbers

M = 5
V = 13
K = 14

Model Summary

Process Model

Process Model Diagram

Digram of process for (excluding queue) for simple model.

Digram of process for (excluding queue) for simple model.

Process Model Description

The process model is an SEIR model, with compartments for pre-symptomatic, symptomatic, and severe infections.

All individuals start out susceptible (\(S\)). They become infected with force of infection \(\lambda(t)\) and move into the Exposed class (\(E\))

We use chain of \(M= 3\) compartments (\(E_m\) where \(m= 1:M\)) to describe the Exposed class. Individuals leave each compartment at rate \(\phi_E\). They spend an average of \(\frac{1}{\phi_E}\) days in each compartment (exponentially distributed).

As individuals leave the exposed chain, they either develop a symptomatic infection with probability \(p_S\) or an asymptomatic infection with probability \(1-p_S\).

Individuals who develop an asymptomatic infection move from the exposed chain into the Infected Asymptomatic compartment (\(I_A\)). In this compartment, individuals transmit with intensity \(\beta_A\), where \(\beta_A = b_a*\beta\).

Individuals in \(I_A\) recover at rate \(\phi_S\) and move to the recovered asymptomatic compartment \(R_A\), spending an average of \(\frac{1}{phi_S}\) days in the asymptomatic infected compartment.

We note that in this model asymptomatic infections do not have an explicit presymptomatic phase that is distinct from their asymptomatic phase.

Individuals who develop a symptomatic infection experience pre-symptomatic infection (\(I_P\)).

We use chain of \(U= 1\) compartments (\(I_{P}\)) to describe the Infected Presymptomatic class class. Individuals leave each compartment at rate \(\phi_U\). They spend an average of \(\frac{1}{\phi_U}\) days in each compartment (exponentially distributed).

During each of these 1 compartments , individuals are able to (asymptomatically) transmit at rate \(\beta_P\) where \(\beta_P = b_p \beta (t)\).

After leaving the presymptomatic compartment \(I_{P}\), individuals move into the symptomatic infection compartment \(I_S\). Individuals spent an average of 5 days (exponentially distributed) in the symptomatic infection compartment \(I_S\) (they leave at rate \(phi_S = 1/5\) ).

After existing \(I_S\), they enter compartment \(I_{S_2}\) with probability \((1- p_{\text{H_cond_S}})\) (at which point they enter the potentially detected queue Queue 2) or compartment \(I_H\) with probability \(p_{\text{H_cond_S}}\) (at which point they enter the always detected queue Queue 1). Individuals in \(I_{S_2}\) recover at rate \(\gamma\), entering the compartment \(R_F\). Hospitalized individuals recover at rate \(h_V = \frac{1}{13}\) and move into compartment \(R_H\).

Testing Queue/PCR Testing/Measurement Model

Queue Diagrams

Queues 1 and 2 (Hospitalized patients)).

Queues 1 and 2 (Hospitalized patients)).

Queues 3 and 4 (Symptomatic patients)).

Queues 3 and 4 (Symptomatic patients)).

Description of Queue/Measurement model.

We assume that there are three groups of people

  1. People who will always be tested (once the testing queue has been established). This includes people who were hospitalized with COVID, as well as people who were not hospitalized with COVID but whose doctors’ recommended that they get tested anyway for the purposes of treatment. For simplicity, we do not distinguish between those two groups in our model. These individuals enter Queue 1 (\(Q_1\)). These individuals are tested at the same time and with the same priority as non-COVID individuals who present in the emergency department of a New York City hospital with respiratory symptoms during the epidemic during week \(w\). (\(G(w)\)). These individuals enter Queue NC (\(Q_{\text{NC}}\)). Individuals who test positive for COVID are subsequently re-tested upon leaving the hospital, and again 24 hours after that. We assume that individuals from Queue 1 who tested positive are re-sampled 13 days after they entered Queue 1, and then again 1 more day later. The re-testing is dealt with in Queue 2, which has highest priority after Queue 1 and Queue NC.

  2. People who could potentially be detected if their were enough testing capacity. We assume that these individuals have symptoms of COVID or flu-like symptoms, and make contact with the health care system at the same time as individuals who are hospitalized/deemed critical cases. However, they are only tested if there is enough testing capacity. In our model, these individuals are added to Queue 3 when they enter the \(I_{S_2}\) compartment. Queue 3 is precede in priority by Queues 1,NC, and 2. Samples that test positive contribute to the reported case count that day. This queue has a loss rate given by (\(\frac{1}{gamma}\)), as we assume that individuals will not seek available COVID-testing after their symptoms have gone. If there is insufficient capacity to test individuals as they arrive in Queue 4, they immediately exit the queue. Individuals who test positive in Queue 3 are re-tested two weeks after entering Queue 3, and again 24 hours later. This is dealt with in Queue 4. Samples that test positive do not contribute to the reported case count that day. Samples do not queue here-we assume that unless their is enough testing capacity, symptomatic people who recover are not sampled at the end of the quarantine period, and that the sampling performed on a given day is less than or equal to (not greater than) the surplus testing capacity (\(L_4\)) available for that category on that day.

We assume that if an individual’s sample in queue 1 or 3 is still in the queue at the time they would be expected to either leave the hospital (for Queue 1) or leave quarantine (Queue 3), then they will not be sampled again when they leave quarantine/hospital (i.e. their positive sample will not be entered into Queues 2 or 4). They will however still be tested.

We use the total number of PCR tests conducted each day across the five counties compromising New York City as measured by the New York State Health Department’s COVID tracker as the daily testing capacity for the city. This capacity is fed into the model as a co-variate (\(L(t)\)).

We assume that there is additional negative-binomial distributed dispersion after the PCR testing with standard deviation \(\sigma_{\text{M}}\).

State Variables

statenames = c("S",
               sprintf("E_%d",1:M),
               "I_A", "I_P",
               "I_S_1", "I_S_2", "I_H",
               "R_A", "R_F", "R_H",
               "A_T","beta_t",
               sprintf("Q_1_%d",1:V),
               sprintf("P_Q1_%d",1:V),
               sprintf("total_samples_for_PCR_Testing_Q1_%d",1:V),
               sprintf("total_samples_for_PCR_Testing_lag_1_Q1_%d",1:V),
               sprintf("total_samples_for_PCR_Testing_lag_2_Q1_%d",1:V),
               "First_re_test_Q1",
               "Second_re_test_Q1",
               "Backlog_Queue_1",
               "total_samples_for_PCR_Testing_backlog_Q1",
               "total_samples_for_PCR_Testing_backlog_lag_1_Q1",
               "total_samples_for_PCR_Testing_backlog_lag_2_Q1",
               sprintf("Q_NC_%d",1:V),
               sprintf("total_samples_for_PCR_Testing_QNC_%d",1:V),
               sprintf("total_samples_for_PCR_Testing_lag_1_QNC_%d",1:V),
               sprintf("total_samples_for_PCR_Testing_lag_2_QNC_%d",1:V),
               "neg_samples_Q1",
               "neg_samples_Q3",
               "neg_samples_Q5",
               "total_neg_samples_all_queues",
               "Backlog_Queue_NC",
               "total_samples_for_PCR_Testing_backlog_QNC",
               "total_samples_for_PCR_Testing_backlog_lag_1_QNC",
               "total_samples_for_PCR_Testing_backlog_lag_2_QNC",
               "Q_2",
               "total_samples_for_PCR_Testing_Q2",
               sprintf("Q_3_%d",1:K),
               sprintf("P_Q3_%d",1:K),
               sprintf("total_samples_for_PCR_Testing_Q3_%d",1:K),
               sprintf("total_samples_for_PCR_Testing_lag_1_Q3_%d",1:K),
               sprintf("total_samples_for_PCR_Testing_lag_2_Q3_%d",1:K),
               "First_re_test_Q3",
               "Second_re_test_Q3",
               "Backlog_Queue_3",
               "total_samples_for_PCR_Testing_backlog_Q3",
               "total_samples_for_PCR_Testing_backlog_lag_1_Q3",
               "total_samples_for_PCR_Testing_backlog_lag_2_Q3",
               "Q_4",
               "total_samples_for_PCR_Testing_Q4",
               "infected_sample_size",
               "total_sample_size",
               "prob_infected_Q5",
               "total_samples_for_PCR_Testing_Q5",
               "N",
               "L_int",
               "L_1",
               "L_2",
               "L_3",
               "L_4",
               "Prop_Positive_Tests_Track",
               "C_Q1", "C_Q2",
               "C_Q3", "C_Q4",
               "C_QNC",
               sprintf("Y_Q1_%d",1:V), sprintf("Y_QNC_%d",1:V),
               sprintf("Y_Q3_%d",1:K), 
               "Y_Q1_backlog",
               "Y_QNC_backlog",
               "Y_Q3_backlog",
               "Y_sum",
               "G_w_y",
               "Y_Q5",
               "Neg_State_Value_Detected",
               "NAN_State_Value_Detected",
               "Error_Printing_Complete")
acumvarnames = c("C_Q1", "C_QNC", "C_Q2",
                 "C_Q3", "C_Q4",
                 sprintf("Y_Q1_%d",1:V), sprintf("Y_QNC_%d",1:V),
                 sprintf("Y_Q3_%d",1:K), 
                 "Y_Q1_backlog",
                 "Y_QNC_backlog",
                 "Y_Q3_backlog",
                 "Y_Q5",
                 "Y_sum", "total_neg_samples_all_queues")
obsnames = c("Y", "obs_prop_positive")

Table of State Variables

. State Variables and Co-variate.
Variable Term Definition of Variable Variable Type
\(S(t)\) Susceptible individuals State Variable
\(E_m(t)\) Exposed individuals in compartment \(m\) (m = 1:M) State Variable
\(I_{P_q}(t)\) Infected pre-symptomatic individuals State Variable
\(I_{A}(t)\) Infected asymptomatic individuals in State Variable
\(I_{{S}_1}(t)\) Infected symptomatic individuals who may or may not develop severe infection State Variable
\(I_{{S}_2}(t)\) Infected symptomatic (non-severe) individuals State Variable
\(I_{H}(t)\) Individuals with severe infections requiring hospitalizations State Variable
\(R_A(t)\) Recovered asymptomatic individuals State Variable
\(R_F(t)\) Recovered individuals who had a symptomatic (non-severe) infection State Variable
\(R_H(t)\) Recovered individuals who had a severe infection State Variable
\(C_{Q1}(t)\) Daily cases entering Queue 1 Accumulator Variable
\(C_{QNC}(t)\) Daily non-COVID respiratory cases entering Queue NC Accumulator Variable
\(C_{Q2}(t)\) Daily cases entering Queue 2 Accumulator Variable
\(C_{Q3}(t)\) Daily cases entering Queue 3 Accumulator Variable
\(C_{Q4}(t)\) Daily cases entering Queue 4 Accumulator Variable
\(Y_{Q1}(t)\) Confirmed Cases Queue 1 Accumulator Variable
\(Y_{Q3}(t)\) Confirmed Cases Queue 3 Accumulator Variable
\(Y_{sum}(t)\) Total Daily Confirmed Cases Accumulator Variable
\(Y_{QNC}(t)\) Confirmed Non-COVID Cases Queue NC Accumulator Variable
\(Q_1(v,t)\) Samples in Queue 1 at time t sampled at time v (v ranges from 1:V, where V = 8) State Variable
\(Q_{NC}(v,t)\) Samples in Queue NC at time t sampled at time v (v ranges from 1:V, where V = 8) State Variable
Backlog_Queue_1(t) Samples in Queue 1 that will not be entered into Queue 2 (have already left hospital while still in Queue 1) State Variable
Backlog_Queue_{NC}(t) Samples in Queue NC that have already left hospital while still in Queue 1) State Variable
\(Q_2(t)\) Samples in Queue 2 State Variable
\(Q_3(k,t)\) Samples in Queue 3 at time t sampled at time k (k ranges from 1:K, where K = 14) State Variable
Backlog_Queue_3(t) Samples in Queue 3 that will not be entered into Queue 4 (have already left quarantine while still in Queue 3) State Variable
\(Q_4(t)\) Samples in Queue 4 State Variable
\(P_{Q1}(v,t)\) Positive samples from queue 1 at time t first sampled at time v State Variable
\(P_{Q3}(k,t)\) Positive samples from queue 3 at time t first sampled at time k State Variable
First_re_test_Q1(t) Positive samples from queue 1 that were first re-sampled on day t upon leaving the hospital State Variable
First_re_test_Q3(t) Positive samples from queue 3 that were first re-sampled on day t two weeks after the initial sampling State Variable
Second_re_test_Q1(t) Positive samples from queue 1 that were re-sampled a second time on day t 24 hours after the first re-sampling State Variable
Second_re_test_Q3(t) Positive samples from queue 3 that were re-sampled a second time on day t 24 hours after the first re-sampling State Variable
total_samples_for_PCR_Testing_backlog_QNC(t) Total Samples that were sent for PCR testing on day t from Queue 1 backlog State Variable
total_samples_for_PCR_Testing_backlog_Q1(t) Total Samples that were sent for PCR testing on day t from Queue NC backlog State Variable
total_samples_for_PCR_Testing_backlog_Q3(t) Total Samples that were sent for PCR testing on day t from Queue 3 backlog State Variable
total_samples_for_PCR_Testing_backlog_lag_1_Q1(t) Total Samples that were sent for PCR testing on day t-1 from Queue 1 backlog State Variable
total_samples_for_PCR_Testing_backlog_lag_1_QNC(t) Total Samples that were sent for PCR testing on day t-1 from Queue NC backlog State Variable
total_samples_for_PCR_Testing_backlog_lag_1_Q3(t) Total Samples that were sent for PCR testing on day t-1 from Queue 3 backlog State Variable
total_samples_for_PCR_Testing_backlog_lag_2_Q1(t) Total Samples that were sent for PCR testing on day t-2 from Queue 1 backlog State Variable
total_samples_for_PCR_Testing_backlog_lag_2_QNC(t) Total Samples that were sent for PCR testing on day t-2 from Queue NC backlog State Variable
total_samples_for_PCR_Testing_backlog_lag_2_Q3(t) Total Samples that were sent for PCR testing on day t-2 from Queue 3 backlog State Variable
total_samples_for_PCR_Testing_Q1(v,t) Total Samples first sampled on day v that were sent for PCR testing on day t from Queue 1 State Variable
total_samples_for_PCR_Testing_QNC(v,t) Total Samples first sampled on day v that were sent for PCR testing on day t from Queue NC State Variable
total_samples_for_PCR_Testing_Q3(k,t) Total Samples first sampled on day k that were sent for PCR testing on day t from Queue 3 State Variable
total_samples_for_PCR_Testing_lag_1_Q1(v,t) Total Samples first sampled on day v that were sent for PCR testing on day t-1 from Queue 1 State Variable
total_samples_for_PCR_Testing_lag_1_QNC(v,t) Total Samples first sampled on day v that were sent for PCR testing on day t-1 from Queue NC State Variable
total_samples_for_PCR_Testing_lag_1_Q3(k,t) Total Samples first sampled on day k that were sent for PCR testing on day t-1 from Queue 3 State Variable
total_samples_for_PCR_Testing_lag_2_Q1(v,t) Total Samples first sampled on day v that were sent for PCR testing on day t-2 from Queue 1 State Variable
total_samples_for_PCR_Testing_lag_2_QNC(v,t) Total Samples first sampled on day v that were sent for PCR testing on day t-2 from Queue NC State Variable
total_samples_for_PCR_Testing_lag_2_Q3(k,t) Total Samples first sampled on day v that were sent for PCR testing on day t-2 from Queue 3 State Variable
neg_samples_Q1(t) Negative PCR Samples in Queue 1 tested on day t State Variable
neg_samples_Q3(t) Negative PCR Samples in Queue 3 tested on day t State Variable
total_neg_samples_all_queues(t) Total negative samples (from all queues) tested on day t Accumulator Variable
\(N(t)\) New York City Population State Variable
L_advanced_2_days(t) Total PCR testing capacity on day t +2 Co-variate
L_total_pos_advanced_2_days(t) Estimated number of positive COVID cases (True Positive + False Negative) tested on day t +2 Co-variate
L_int(t) PCR Testing Capacity Rounded to the Nearest Integer State Variable
L_1(t) Surplus PCR testing capacity used in/remaining after Queue 1 on day t +2 State Variable
L_2(t) Surplus PCR testing capacity used in/remaining after Queue 2 on day t +2 State Variable
L_3(t) Surplus PCR testing capacity used in/remaining after Queue 3 on day t +2 State Variable
L_4(t) Surplus PCR testing capacity used in/remaining after Queue 4 on day t +2 State Variable
Prop_Positive_Tests_Track(t) Proportion of positive tests (positive tests/postie+negative tests simulated by model) State Variable
diag_change_done Diagnosis change has occurred Flag

Start Date

We use a simulation start date of March 1st, but also assume that there was already community transmission at that point. Source for assumption that community transmission was perhaps already occurring by March 1st: https://www.medrxiv.org/content/medrxiv/early/2020/04/16/2020.04.08.20056929.full.pdf

Parameters

paramnames = c("M_0","V_0", "K_0",
               "phi_U", "phi_E", "phi_S", "h_V",
               "p_S", "p_H_cond_S", 
               "gamma", 
               "quarantine_start_time",
               "social_distancing_start_time",
               "PCR_sens",
               "b_q", "b_a", "b_p",
               "R_0",
               "E_0", "z_0", "N_0", "C_0", "sigma_M",
               "beta_w_3", "beta_w_2",
               "beta_w_1", "beta_w_0",
               "g_0", "g_F",
               "sigma_epsilon",
               "G_w_y_scaling")

Table of Parameters

. Parameters. Alternate sources in parentheses.
Variable Term Definition of Variable Value Type Source
\(M\) Number of Exposed Compartments 5 Fix Mizuomoto/NA
\(phi_U\) Duration of Pre-Symptomatic Infection 1.09 Fix Mizuomoto/NA
\(V\) Average number of days spent in hospital for severe cases (Read in as \(V_0\)) 8 Fix Imperial
\(K\) Average number of days spent in quarantine after sampling of symptomatic non-severe cases (Read in as \(K_0\)) 14 Fix NA
\(\phi_E\) Rate of leaving exposed each of \(M\) exposed compartments 1.09 Fix Mizuomoto
\(\phi_S\) Rate of onset of severe symptoms (1/time from symptom onset to onset of severe symptoms requiring hospitalization) 1/5 Fix Imperial
\(h_V\) Severe symptom recovery rate in non-critical patients who eventually develop severe symptoms (1/time spent with severe symptoms requiring hospitalization in non-ICU hospitalized patients) 1/13 Fix Imperial
p(S) Probability that a new infection is symptomatic 0.50-0.95 Fit Imperial
p(H|S) Probability that a new symptomatic infection will eventually become severe NA Fit Wu
\(\gamma\) Recovery rate in individuals with flu-like symptoms (1/(duration of infection-time already symptomatic) NA Fit NA
quarantine_start_time Date stay at home order imposed 2020-03-22 Fix NA
PCR_sens Sensitivity of single PCR test 90% Fix NA
\(b_{q}\) Ratio of post-quarantine transmission rate to pre-quarantine transmission rate in all infectious compartments .15 Fit (hard cutoff) NA
\(b_{a}\) Ratio of transmission rate in asymptomatic infected individuals to transmission rate in symptomatic infected individuals independent of quarantine status NA Fit NA
\(b_{p}\) Ratio of transmission rate in pre-symptomatic infected individuals to transmission rate in symptomatic infected individuals independent of quarantine status 0/NA Fit NA
\(R_{0}\) Pre-Quarantine reproductive number of virus 2.5 (1.7-2.1) Fit (or set to 0) Imperial (Wu Wuhan)
\(E_{0}\) Initial exposed individuals as of simulation start 10 Fit NA
\(I_{S_0}\) Pulse of initial zoonotic infections at simulation start on March 1, 2020 0 Fix Wu
N_0 Initial population of NYC 8*10^6 Fix NA
C_0 Initial number of daily hospitalizations 0 Fix NA
\(\sigma_{M}\) Measurement noise standard deviation 0.15 Fix NA

ODE Equations

Baseline Transmission Rate

\[\begin{equation} \text{total_time_infected} = \frac{1}{\gamma} + \frac{1}{\phi_{\text{S}}}; \end{equation}\]

\[\begin{equation} \beta_{\text{0}} = \frac{R_{\text{0}}} {\text{total_time_infected}} \end{equation}\]

\[\begin{equation} \beta_{\text{1}} = b_{\text{q}} \beta_{\text{0}} \end{equation}\]

if t <= social_distancing_start_time :

\[\begin{equation} \beta(t) = \beta_{\text{0}} \end{equation}\]

else if social_distancing_start_time < t <= quarantine_start_time:

\[\begin{equation} m_q = \frac{\beta_{\text{1}} - \beta_{\text{0}}}{quarantine_start_time - social_distancing_start_time} \end{equation}\]

\[\begin{equation} \beta(t) = \beta_{\text{0}}+m_q*(t-social_distancing_start_time) \end{equation}\]

else if t > quarantine_start_time: \[\begin{equation} \beta(t) = \beta_{\text{1}} \end{equation}\]

Transmission Rate in Pre-symptomatic Compartments

\[\begin{equation} \beta_{\text{p}}(t) = b_{\text{p}}\beta(t) \end{equation}\]

Transmission Rate in Asymptomatic Compartments

\[\begin{equation} \beta_{\text{a}}(t) = b_{\text{a}}\beta(t) \end{equation}\]

Force of Infection

Note that we use $_{}(t) $ to refer to the force of infection in the equations, which corresponds to \(\lambda(t)\) in the process model diagram.

\[\begin{equation} \lambda_{\text{FOI}}(t) = \frac{\beta(t)[( I_{S}(t)) + ( I_{F}(t))] + \beta_{\text{a}}(t)[I_A(t)] + \beta_{\text{p}}(t)[I_P(t)]}{N} \end{equation}\]

Loss Rates

We assume all hospitalized individuals are sampled if the queue is operational, so:

\[\begin{equation} \mu_{\text{1}} = 0 \end{equation}\]

The symptomatic queue, however, does have a loss rate.

\[\begin{equation} \mu_{\text{2}} = \gamma \end{equation}\]

Process Model Compartment Equations

\[\begin{equation} \frac{dS}{dt} = - (\lambda_{\text{FOI}}(t) ) S(t) \end{equation}\]

For exposed compartment \(E_m\) where \(m = 1\): \[\begin{equation} \frac{dE_1}{dt} = (\lambda_{\text{FOI}}(t) ) S(t) -\phi_{\text{E}} E_1 (t) \end{equation}\]

For exposed compartment \(E_m\) where $ 1 < m <= M$:

\[\begin{equation} \frac{dE_m}{dt} = \phi_{\text{E}} E_{m-1}(t) -\phi_{\text{E}} E_m (t) \end{equation}\]

\[\begin{equation} \frac{dI_{\text{P}}}{dt} = \phi_{\text{E}} E_M(t) - \phi_{\text{U}}I_{\text{P}}(t) \end{equation}\]

\[\begin{equation} \frac{dI_{\text{S}_1}}{dt} = p_{\text{S}} \phi_{\text{U}}I_{\text{P}}(t) - \phi_{\text{S}}I_{\text{S}_1}(t) \end{equation}\]

\[\begin{equation} \frac{dI_{\text{H}}}{dt} = p_{\text{H_cond_S}}\phi_{\text{S}}I_{\text{S}_1}(t) -h_{\text{V}}I_{\text{H}}(t) \end{equation}\]

\[\begin{equation} \frac{dI_{\text{S_2}}}{dt} = (1-p_{\text{H_cond_S}})\phi_{\text{S}}I_{\text{S}_1}(t) -\gamma I_{\text{S}_2}(t) \end{equation}\]

\[\begin{equation} \frac{dI_{\text{A}}}{dt} = (1 - p_{\text{S}}) \phi_{\text{U}}I_{\text{P}}(t) - \phi_{\text{S}} I_{\text{A}} \end{equation}\]

\[\begin{equation} \frac{dR_{\text{A}}}{dt} = \phi_{\text{S}} I_{\text{A}} \end{equation}\]

\[\begin{equation} \frac{dR_{\text{F}}}{dt} = \gamma I_{\text{S}_2}(t) \end{equation}\]

\[\begin{equation} \frac{dR_{\text{H}}}{dt} = h_{\text{V}}I_{\text{H}}(t) \end{equation}\]

Equations for model with demographic stochasticity

Rates in continuous time: \[\begin{equation} \mu_{SE_1} = \lambda_{\text{FOI}}(t) \end{equation}\] For \(1<= m < M\) \[\begin{equation} \mu_{E_{m} E_{m+1}} = \phi_{\text{E}} \end{equation}\]

\[\begin{equation} \mu_{E_{\text{M}} I_{\text{P}}} = \phi_{\text{E}} \end{equation}\]

\[\begin{equation} \mu_{I_{\text{P}} I_{\text{A}}} = (1-p_{\text{S}}) \phi_{\text{U}} \end{equation}\]

\[\begin{equation} \mu_{I_{\text{M}} I_{\text{S}_1}} = p_{\text{S}} \phi_{\text{U}} \end{equation}\]

\[\begin{equation} \mu_{I_{\text{S}_1} I_{\text{H}}} = p_{\text{H_cond_S}}\phi_{\text{S}} \end{equation}\]

\[\begin{equation} \mu_{I_{\text{S}_1} I_{\text{S}_2}} = (1-p_{\text{H_cond_S}})\phi_{\text{S}} \end{equation}\]

\[\begin{equation} \mu_{I_{\text{F}} R_{\text{F}}} = \gamma \end{equation}\]

\[\begin{equation} \mu_{I_{\text{A}} R_{\text{A}}} = \phi_{\text{S}} \end{equation}\]

\[\begin{equation} \mu_{I_{\text{H}} R_{\text{H}}} = h_{\text{V}} \end{equation}\]

Discretizations

Discretizations of transitions in susceptible, asymptomatic infected, hospitalized infected, and flu-like infected individuals

\[\begin{equation} \Delta \tilde N_{S E_1} \sim Binomial (\tilde S(t), 1 - e^{-\mu_{S E_1} \Delta t }) \end{equation}\]

For integer \(m\) such that \(1 <= m < M\):

\[\begin{equation} \Delta \tilde N_{E_{m} E_{m+1}} \sim Binomial (\tilde E_{\text{m}}(t), 1 - e^{-\mu_{E_{m} E_{m + 1}} \Delta t }) \end{equation}\]

\[\begin{equation} \Delta \tilde N_{E_{\text{M}} I_{\text{P}}} \sim Binomial (\tilde E_{\text{M}}(t), 1 - e^{-\mu_{E_{\text{M}} I_{\text{P}}} \Delta t }) \end{equation}\]

\[\begin{equation} \Delta \tilde N_{I_{\text{S_2}} R_{\text{F}}} \sim Binomial (\tilde I_{\text{S_2}}(t), 1 - e^{-\mu_{I_{\text{S_2}} R_{\text{F}}} \Delta t }) \end{equation}\]

\[\begin{equation} \Delta \tilde N_{I_{\text{A}} R_{\text{A}}} \sim Binomial (\tilde I_{\text{A}}(t), 1 - e^{-\mu_{I_{\text{A}} R_{\text{A}}} \Delta t }) \end{equation}\]

\[\begin{equation} \Delta \tilde N_{I_{\text{H}} R_{\text{H}}} \sim Binomial (\tilde I_{\text{H}}(t), 1 - e^{-\mu_{I_{\text{H}} R_{\text{H}}} \Delta t }) \end{equation}\]

Eulermultinomial discretization of compartment flows from time \(t\) to time \(t + \Delta t\)

Several compartments (the \(I_{\text{P}}\) and \(I_{\text{S}_1}\) compartments in particular) have more than one exit at each time step (presymptomatic individuals can either develop symptomatic or asymptomatic infection, and symptomatic infected individuals either move to the hospital or develop flu-like symptoms). Instead of a binomial transition probability, we thus use the Euler multinomial distribution to model transition events using the function reulermultinom in the R package pomp as described by He and Ionides (D. He, E. L. Ionides, & A. A. King, Plug-and-play inference for disease dynamics: measles in large and small populations as a case study. J. R. Soc. Interface, 7:271–283, 2010. ).

We use the implemention of eulermultinomial transitions in https://raw.githubusercontent.com/kingaa/sbied/master/measles/measles.R as a guide, although we are not using environmental noise here.

We summarize briefly that function here. Given a population \(X\), a time interval \(\Delta t\), and a set of rates \(r_1 ... r_k\), the number of individuals remaining in that class or moving to other classes is multinomially distributed:

\[\begin{equation} (X-\sum_{i=1}^k (dx_i), dx_1, …, dx_k) \sim Multinomial(X;p_0,p_1,…,p_k) \end{equation}\]

Each probability \(p_j\) where \(j= 1 ... k\) is calculated as follows:

\[\begin{equation} p_j=(1-exp(-\sum_{i = 1}^k (r_i \Delta t))) \frac{r_j}{(\sum_{i= 1}^k (r_i))} \end{equation}\]

For our model:

\[\begin{equation} (\tilde I_{\text{P}}(t) - \Delta \tilde N_{I_{\text{P}} I_{\text{A}}} - \Delta \tilde N_{I_{\text{P}} I_{\text{S}_1}}, \Delta \tilde N_{I_{\text{P}} I_{\text{A}}}, \Delta \tilde N_{I_{\text{P}} I_{\text{S}_1}}) \sim reulermultinomial (\tilde I_{\text{P}}(t), \mu_{I_{\text{P}} I_{\text{A}}}, \mu_{I_{\text{P}} I_{\text{S}_1}}, \Delta t) \end{equation}\]

\[\begin{equation} (\tilde I_{\text{S}_1}(t) - \Delta \tilde N_{I_{\text{S}_1} I_{\text{S}_2}} - \Delta \tilde N_{I_{\text{S}_1} I_{\text{H}}}, \Delta \tilde N_{I_{\text{S}_1} I_{\text{S}_2}}, \Delta \tilde N_{I_{\text{S}_1} I_{\text{H}}}) \sim reulermultinomial (\tilde I_{\text{S}_1}(t), \mu_{I_{\text{S}_1} I_{\text{S}_2}}, \mu_{I_{\text{S}_1} I_{\text{H}}}, \Delta t) \end{equation}\]

Compartment transitions

\[\begin{equation} \Delta \tilde S = - \Delta \tilde N_{S E_{1}} \end{equation}\]

\[\begin{equation} \Delta \tilde E_1 = \Delta \tilde N_{S E_1} - \Delta \tilde N_{E_1 E_{2}} \end{equation}\]

For integer \(m\) in \(1 < m < M\):

\[\begin{equation} \Delta \tilde E_m = \Delta \tilde N_{E_{m-1} E_{m}} - \Delta \tilde N_{E_{m} E_{m+1}} \end{equation}\]

\[\begin{equation} \Delta \tilde E_M = \Delta \tilde N_{E_{M-1} E_{M}} - N_{E_{M} I_{\text{P}}} \end{equation}\]

\[\begin{equation} \Delta \tilde I_{\text{P}} = \Delta N_{E_{M} I_{\text{P}}} - \Delta \tilde N_{I_{\text{P}} I_{\text{S_1}}} - \Delta \tilde N_{I_{\text{P}} I_{\text{A}}} \end{equation}\]

\[\begin{equation} \Delta \tilde I_{\text{S}_1} = \Delta \tilde N_{I_{\text{P}} I_{\text{S_1}}} - \Delta \tilde N_{I_{\text{S}_1} I_{\text{S}_2}} - \Delta \tilde N_{I_{\text{S}_1} I_{\text{H}}} \end{equation}\]

\[\begin{equation} \Delta \tilde I_{\text{S}_2} = \Delta \tilde N_{I_{\text{S}_1} I_{\text{S}_2}} - \Delta \tilde N_{I_{\text{S}_2} R_{\text{F}}} \end{equation}\]

\[\begin{equation} \Delta \tilde I_{\text{H}} = \Delta \tilde N_{I_{\text{S}} I_{\text{H}}} - \Delta \tilde N_{I_{\text{H}} R_{\text{H}}} \end{equation}\]

\[\begin{equation} \Delta \tilde I_{\text{A}} = \Delta \tilde N_{I_{\text{P}} I_{\text{A}}} - \Delta \tilde N_{I_{\text{A}} R_{\text{A}}} \end{equation}\]

\[\begin{equation} \Delta \tilde R_{\text{A}} = \Delta \tilde N_{I_{\text{A}} R_{\text{A}}} \end{equation}\]

\[\begin{equation} \Delta \tilde R_{\text{F}} = \Delta \tilde N_{I_{\text{S}_2} R_{\text{F}}} \end{equation}\]

\[\begin{equation} \Delta \tilde R_{\text{H}} = \Delta \tilde N_{I_{\text{H}} R_{\text{H}}} \end{equation}\]

\[\begin{equation} \Delta \tilde C_{\text{Q1}} = \Delta \tilde N_{I_{\text{S}_1} I_{\text{H}}} \end{equation}\]

\[\begin{equation} \Delta \tilde C_{\text{QNC}} = G(w,y) \end{equation}\]

\[\begin{equation} \Delta \tilde C_{\text{Q3}} = \Delta \tilde N_{I_{\text{S}_1} I_{\text{S}_2}} \end{equation}\]

Non-Flu Case Equations

Let \(G(w,y)\) be the number of non-COVID respiratory syndrome cases presenting in the ED of hosptials in NYC in week \(w\) of year \(y\).

\[\begin{equation} G(w,y) = g_0 + g_{\text{F}} F(w,y) + \beta_{\text{w}^3}w^3 + \beta_{\text{w}^2}w^2 + \beta_{\text{w}^1}w + \beta_{\text{w}^0} + \epsilon \end{equation}\]

where \(F(w,y)\) is the number of confirmed flu cases in NYC, and:

\[\begin{equation} \epsilon \sim rnorm(0,\sigma_{\epsilon}) \end{equation}\]

We multiply \(G(w,y)\) by the probabilty that an individual who shows up to the emergency deparmtnet with respiratory symptoms is severe enough to merit testing for COVID-19. Since we do not know this esimate, we use the ratio of indiviudals aged 65 or older who were hosptialized for flu (279,384) to the number of indivduasl aged 65 or older who had a medical visit for flu during the 2018-2019 flu season (1,721,007). This value was found here in “Table 1: Estimated influenza disease burden, by age group — United States, 2018-2019 influenza season”: https://www.cdc.gov/flu/about/burden/2018-2019.html

The value we use for this scaling is 0.162.

\[\begin{equation} G(w,y) = 0.162 g_0 + g_{\text{F}} F(w,y) + \beta_{\text{w}^3}w^3 + \beta_{\text{w}^2}w^2 + \beta_{\text{w}^1}w + \beta_{\text{w}^0} + \epsilon \end{equation}\]

Load data and covariates for model

Define start date

true_start_date = as.Date("2020-03-01")
t0 = 0
start_of_year = as.Date("2020-01-01")
first_saturday_in_year = as.Date("2020-01-04")

Load COVID testing data

NYC_full_testing_data = read.csv("../Generated_Data/NYC_full_testing_data.csv")
head(NYC_full_testing_data)
##    Test.Date New_Positives Cumulative_Number_of_Positives
## 1 03/02/2020             0                              0
## 2 03/03/2020             0                              0
## 3 03/04/2020             2                              2
## 4 03/05/2020             2                              4
## 5 03/06/2020             7                             11
## 6 03/07/2020             0                             11
##   Total_Number_of_Tests_Performed Cumulative_Number_of_Tests_Performed
## 1                               0                                    0
## 2                               8                                    8
## 3                               8                                   16
## 4                              36                                   52
## 5                              45                                   97
## 6                              64                                  161
##     Prop_Pos Not_Pos       Date
## 1         NA       0 2020-03-02
## 2 0.00000000       8 2020-03-03
## 3 0.25000000       6 2020-03-04
## 4 0.05555556      34 2020-03-05
## 5 0.15555556      38 2020-03-06
## 6 0.00000000      64 2020-03-07
Observed_data = NYC_full_testing_data %>%
  mutate(times = as.numeric(as.Date(Date) - true_start_date)) %>%
  select(Y = New_Positives, times,
         obs_prop_positive = Prop_Pos)

Observed_data = Observed_data %>%
  filter(times < 90)
head(Observed_data)
##   Y times obs_prop_positive
## 1 0     1                NA
## 2 0     2        0.00000000
## 3 2     3        0.25000000
## 4 2     4        0.05555556
## 5 7     5        0.15555556
## 6 0     6        0.00000000
write.csv(Observed_data,
          file = paste0("../Generated_Data/observed_data_", model_name, ".csv"),
          row.names = FALSE)

Load in testing data covariates

 testing_data = NYC_full_testing_data %>%
   select(L = Total_Number_of_Tests_Performed, Date)

orig_testing_df = testing_data %>%
    mutate(times = as.numeric(as.Date(Date) - true_start_date)) %>%
  dplyr::select(times,L_orig = L)



   
 testing_data = testing_data %>%
   mutate(Adj_Date = as.Date(Date) -2) %>%
   mutate(times = as.numeric(Adj_Date - true_start_date)) %>%
   mutate(Week = (ceiling(as.numeric(Adj_Date - first_saturday_in_year)/7)) + 1,
          Year = year(Adj_Date)) %>%
   dplyr::select(times,L_advanced_2_days = L, Week, Year)
 
 testing_data = join(testing_data, orig_testing_df)
## Joining by: times
 # Assign 0 to start date orig testing
 testing_data$L_orig[1] = 0
 testing_data$L_orig[2] = 0

Load in Flu data

Load in

NYC_region_confirmed_flucases_NY_state_2020 = read.csv(
  file = "../Generated_Data/NYC_region_confirmed_flucases_NY_state_2020.csv")

NYC_flu_data = NYC_region_confirmed_flucases_NY_state_2020 %>%
  dplyr::select(Week = Week, Year = Year, F_w_y = Confirmed_Flu_Cases)

Adjust-assume that 0 cases were reported in later weeks (when surveillance was halted).

flu_data_missing_weeks = data.frame(Week = seq(from = max(NYC_flu_data$Week) +1,
                                                to = max(testing_data$Week) +1),
                                    Year = 2020,
                                    F_w_y = 0)
NYC_flu_data_adj = rbind(NYC_flu_data,
                         flu_data_missing_weeks)

Assemble covariate data frame

covariate_df = join(testing_data,
                    NYC_flu_data_adj,
                    by = c("Week", "Year"))

head(covariate_df)
##   times L_advanced_2_days Week Year L_orig F_w_y
## 1    -1                 0    9 2020      0  2700
## 2     0                 8   10 2020      0  2413
## 3     1                 8   10 2020      0  2413
## 4     2                36   10 2020      8  2413
## 5     3                45   10 2020      8  2413
## 6     4                64   10 2020     36  2413
write.csv(covariate_df,
          file = paste0("../Generated_Data/covariate_data_", model_name, ".csv"),
          row.names = FALSE)

Create covariate table

# ---- covar ----
covar=covariate_table(
  time=covariate_df$times,
  L_advanced_2_days=covariate_df$L_advanced_2_days,
  L_orig = covariate_df$L_orig,
  F_w_y = covariate_df$F_w_y,
  w = covariate_df$Week,
  y = covariate_df$Year,
  times="time"
)
fitted_NC_model_params = read.csv(
          file = "../Generated_Data/fitted_NC_model_params.csv")

g_F = fitted_NC_model_params$g_F/7 
g_0 = fitted_NC_model_params$g_0/7 

beta_w_3 = fitted_NC_model_params$Beta_w_3/7

beta_w_2 = fitted_NC_model_params$Beta_w_2/7
beta_w_1 = fitted_NC_model_params$Beta_w_1/7
beta_w_0 = fitted_NC_model_params$Beta_w_0/7
sigma_epsilon = fitted_NC_model_params$sigma_epsilon/7
g_F
## [1] 0.1162005
g_0
## [1] 1183.3
beta_w_3
## [1] 0.01215073
beta_w_2
## [1] 0.9810086
beta_w_1
## [1] -37.23481
beta_w_0
## [1] 229.4094
sigma_epsilon
## [1] 109.1121
fitted_NC_model_params = data.frame(g_F = g_F, g_0 =g_0, beta_w_2 = beta_w_2,
                                    beta_w_1 = beta_w_1,
                                    beta_w_0 = beta_w_0,
                                    sigma_epsilon = sigma_epsilon)

Motivating Literature and Justification of Compartment Numbers

We follow the results of Mizuomoto et al (Eurosurveilance 2020) from the Diamond Princess Cruise-ship outbreak.

https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2020.25.10.2000180#html_fulltext

In their model, they assume that individuals experience an incubation period between the time of infection and the onset of symptoms which is given by a Weibull distribution with mean 6.4 days and standard deviation of 2.3 days (they cite Backer et al for justification).

They assume that some proportion \(p\) of those infections never become symptomatic (these are the asymptomatic infections).

We will build on their model here. We will use a Gamma distribution to approximate the weibull. This gamma distribution will be approximated using a chain of exponentially distributed compartments.

A key question that is important for model structure is whether individuals can transmit during the period when they are asymptomatic. Some models focus on pre-symptomatic transmission, assuming that are all individuals who are infected with COVID initially have a period of pre-symptomatic transmission. Some individuals never go on to develop symptoms.

In these models, this pre-symptomatic transmission can be modeled by allowing individuals to transmit at a reduced rate during the later stages of the incubation period essentially partitioning what Backer et al consider the incubation period into two compartments: a latent period where no transmission occurs and a pre-symptomatic transmission period where transmission can occur.

Other models view asymptomatic transmission as a bifurcation-that is, some individuals are able to transmit asymptomatically while others develop symptoms.

We combine both approaches in our model.

We assume following Backer et al that the time between infection and the onset of symptoms follows a gamma distribution with mean 6.5 days and variance 2.6 days. This is approximated using a chain of 6 compartments with an exponentially distributed average time of 13/12 days spent in each compartment. However, we then assume that during the first 3 compartments, no infected individuals can transmit (these are the Exposed Compartments \(E_m\)). For the fraction \(p_S\) of individuals leaving the last exposed compartment who will develop symptoms, we treat the remaining 3 compartments as the pre-symptomatic transmission period \(I_{P_q}\).

Asymptomatic individuals (fraction \(1-p_S\) of individuals leaving the last exposed compartment) instead start transmitting asymptomatically for an average of 5 days (\(\phi_S = 1/5\)). We assume here that asymptomatic individuals transmit for the same amount of time as the duration between the onset of symptoms and the time of sampling in symptomatic individuals.

More info on asymptomatic transmission: https://wwwnc.cdc.gov/eid/article/26/7/20-1595_article

Nishiura et al obtain a different estimate of the incubation period-namely an incubation period of 5.0 days and a serial interval of 4 days, which would suggest that (in our model) inidivduals spend about 4 days in the exposed class and 1 day in the pre-symptomatic class. https://www-sciencedirect-com.proxy.uchicago.edu/science/article/pii/S1201971220301193

In their paper, median serial interval of the best-fit Weibull distribution model was estimated at 4.6 days (95% CI: 3.5, 5.9) with a mean and SD of 4.8 days (95% CrI: 3.8, 6.1) and 2.3 days (95% CrI: 1.6, 3.5),

Lognormal: . “The median serial interval was estimated at 4.0 days (95% credible interval [CrI]: 3.1, 4.9) while the mean and standard deviation (SD) of the serial interval were estimated at 4.7 days (95% CrI: 3.7, 6.0) and 2.9 days (95% CrI: 1.9, 4.9), respectively. Without truncation, the model using the lognormal distribution was also the best-fit model (WAIC = 128.0) with the median serial interval estimated at 3.9 days (95% CrI: 3.1, 4.8).”

We use Lauer et al here: https://www.acpjournals.org/doi/10.7326/M20-0504#t4-M200504

Determining number of total compartments V

Let us then parameter the distribution assuming that we know \(\mu_V\) and \(V\) (the number of Exposed compartments).

Writing the \(\Gamma\) distribution in the form of shape \(V\) and rate \(\lambda_V\) we have:

\[\begin{equation} \Gamma(V, \lambda_V) \sim \sum_{m = 1}^V exp(\lambda_V) \end{equation}\]

In the case of Lauer et al, \(V = 5.807\), and \(\lambda_V = 1/ 0.948\) or \(\lambda_V = 1.054852\)

Now re-writing the \(\Gamma\) distribution in terms of mean and variance we have:

\[\begin{equation} \Gamma(\frac{V}{\lambda_V}, \frac{V}{\lambda_V^2}) \sim \sum_{m = 1}^V exp(\lambda_V) \end{equation}\]

Solve for \(\lambda_V\):

\[\begin{equation} \mu_E = \frac{V}{\lambda_V} \end{equation}\]

\[\begin{equation} \lambda_V = \frac{V}{\mu_E} \end{equation}\]

Plugging in, we obtain:

\[\begin{equation} \mu_E = \frac{5.807}{1.054852} \end{equation}\]

\[\begin{equation} \mu_E = 5.505038 \end{equation}\]

Solve for the variance of the resulting \(Gamma\) distributed duration of infection:

\[\begin{equation} \sigma^2_E = \frac{V}{\lambda_V^2} \end{equation}\]

\[\begin{equation} \sigma^2_E = \frac{V}{(\frac{V}{\mu_E})^2} \end{equation}\]

\[\begin{equation} \sigma^2_E = \frac{V}{\frac{V^2}{\mu_E^2}} \end{equation}\]

\[\begin{equation} \sigma^2_E = \frac{\mu_E^2 V}{V^2} \end{equation}\]

\[\begin{equation} \sigma^2_E = \frac{\mu_E^2}{V} \end{equation}\]

Plugging in \[\begin{equation} \sigma^2_E = \frac{5.505038^2}{5.807} \end{equation}\]

\[\begin{equation} \sigma^2_E = 5.218778 \end{equation}\]

\[\begin{equation} \sigma_E = 2.284464 \end{equation}\]

Note that for a given mean, increasing the number of compartments decreases the variance.

We will use \(V=6\), corresponding to 6 compartments, but set $_V $ to obtain the observed mean of 5.505038 days.

\[\begin{equation} \lambda_V = \frac{V}{\mu_E} \end{equation}\]

\[\begin{equation} \lambda_V = \frac{6}{5.505038} \end{equation}\]

\[\begin{equation} \lambda_V = 1.09 \end{equation}\]

The actual standard deviation of the gamma distribution is \[\begin{equation} \sigma^2_E = \frac{\mu_E^2}{V} \end{equation}\]

\[\begin{equation} \sigma^2_E = \frac{5.505038^2}{6} \end{equation}\]

\[\begin{equation} \sigma^2_E = 5.050907 \end{equation}\]

\[\begin{equation} \sigma_E = 2.25 \end{equation}\]

Our approximation of the incubation period is equivalent to a gamma distribution with mean 5.5 days and standard deviation 2.25, compared to a gamma distribution with mean 5.5 and standard deviation 2.28 from Lauer et al.

For ease of notation, we will use \(\phi_E\) to refer to \(\lambda_V\) to avoid confusion with the force of infection.

We are using \(V= 6\) compartments with \(\phi_E = 1.09\), which means that each individual spends about \(0.92\) days in each compartment (around 1 day) although of course this is an approximation.

Estimating the number of compartments with pre-symptomatic transmission

A model fit to COVID day in Hong Kong estimated the length of the pre-symptomatic transmission period to be 3.49 days, although with a wide posterior (Yuan et al) (Posterior distribution 0.48-5.80). Source (https://doi.org/10.1101/2020.05.03.20089482)

In terms of clinical data, a study of a retirement home in the state of Washington found evidence of pre-symptomatic transmission.

Source:

Kimball A, Hatfield KM, Arons M, et al. Asymptomatic and Presymptomatic SARS-CoV-2 Infections in Residents of a Long-Term Care Skilled Nursing Facility — King County, Washington, March 2020. MMWR Morb Mortal Wkly Rep 2020;69:377–381. DOI: http://dx.doi.org/10.15585/mmwr.mm6913e1

Patients were sampled twice. Of 13 patients who were asymptomatic during the first testing, 10 became symptomatic within 1 week. Asymptomatic patients had low C_t values, suggesting potential for transmission even though they were asymptomatic.

A second study from Singapore looking at travelers from China found indications of asymptomatic transmission.

Source: Wei WE, Li Z, Chiew CJ, Yong SE, Toh MP, Lee VJ. Presymptomatic Transmission of SARS-CoV-2 — Singapore, January 23–March 16, 2020. MMWR Morb Mortal Wkly Rep 2020;69:411–415. DOI: http://dx.doi.org/10.15585/mmwr.mm6914e1

Last study (cluster in Zhoushan)-evidence of asymptomatic transmission, not necessarily pre-symptomatic.

Source: Tong Z, Tang A, Li K, Li P, Wang H, Yi J, et al. Potential Presymptomatic Transmission of SARS-CoV-2, Zhejiang Province, China, 2020. Emerg Infect Dis. 2020;26(5):1052-1054. https://dx.doi.org/10.3201/eid2605.200198

Our model’s treatment of the pre-symptomatic period

The pre-symptomatic transmission chain \(I_{P}\) has 1 compartments (\(U=1\)). The average duration that they spend in those compartments will be around 0.92 days in line with Nishiura et al https://www-sciencedirect-com.proxy.uchicago.edu/science/article/pii/S1201971220301193 . The time spent across the \(I_P\) compartment will be exponentially disrtributed with mean \(0.92\) days. Thus, in terms of the total incubation period of 5 compartments, 4 will be represented as Exposed compartments and 1 as an Infected Presymptomatic Compartment.

low_025 = qgamma(p = 0.025, shape = 3, rate= 12/13)
upper_975 = qgamma(p = 0.975, shape = 3, rate= 12/13)
low_025
## [1] 0.6702281
upper_975
## [1] 7.826745
nishiura_median_serial_interval = 3.9
dist_comp = data.frame(lauer_gamma_dist = rgamma(n = 1000, shape = 5.807,
                          scale = 0.948))
p = ggplot(data = dist_comp,
           aes(x = lauer_gamma_dist)) +
  geom_density()
p

backer_gamma_mean = 6.5
backer_gamma_sd = 2.6

backer_gamma_shape =backer_gamma_mean^2/backer_gamma_sd^2
backer_gamma_rate = backer_gamma_shape/backer_gamma_mean

dist_comp$backer_gamma_dist = rgamma(n = 1000, shape = backer_gamma_shape,
                                     rate = backer_gamma_rate)

dist_comp_melt = melt(dist_comp)
## No id variables; using all as measure variables
p = ggplot(data = dist_comp_melt,
           aes(x = value, color = variable)) +
  geom_density() + geom_vline(xintercept = median(dist_comp$backer_gamma_dist), color = 'blue', show.legend = TRUE, name = "backer_median") + geom_vline(xintercept = median(dist_comp$lauer_gamma_dist), color = 'red', show.legend = TRUE, name = "lauer_median") 
## Warning: Ignoring unknown parameters: name

## Warning: Ignoring unknown parameters: name
p

lauer_approx_comp = dist_comp %>%
  dplyr::select(lauer_gamma_dist)


lauer_approx_comp$total_time_in_E_and_I_P_chain = rgamma(n = 1000, shape = 6,
                                     rate = 1.09)

lauer_approx_comp_melt = melt(lauer_approx_comp)
## No id variables; using all as measure variables
p = ggplot(data = lauer_approx_comp_melt,
           aes(x = value, color = variable)) +
  geom_density() +
  geom_vline(xintercept = median(lauer_approx_comp$total_time_in_E_and_I_P_chain), color = 'blue', show.legend = TRUE, name = "total_time_in_E_and_I_P_median") + geom_vline(xintercept = median(lauer_approx_comp$lauer_gamma_dist), color = 'red', show.legend = TRUE, name = "lauer_median") 
## Warning: Ignoring unknown parameters: name

## Warning: Ignoring unknown parameters: name
p

model_chain_comp_df = lauer_approx_comp %>%
  dplyr::select(total_time_in_E_and_I_P_chain)
model_chain_comp_df$total_time_in_E_chain = rgamma(n = 1000, shape = 5,
                                     rate = 1.09)

model_comp_melt = melt(model_chain_comp_df)
## No id variables; using all as measure variables
p = ggplot(data = model_comp_melt,
           aes(x = value, color = variable)) +
  geom_density() +
  geom_vline(xintercept = median(model_chain_comp_df$total_time_in_E_and_I_P_chain), color = 'red', show.legend = TRUE, name = "total_time_in_E_and_I_P_median") + geom_vline(xintercept = median(model_chain_comp_df$total_time_in_E_chain), color = 'blue', show.legend = TRUE, name = "time_in_E_chain") + geom_vline(xintercept = nishiura_median_serial_interval, color = 'darkgreen', show.legend = TRUE, name = "nishiura_median_serial_interval")
## Warning: Ignoring unknown parameters: name

## Warning: Ignoring unknown parameters: name

## Warning: Ignoring unknown parameters: name
p

median(dist_comp$lauer_gamma_dist)
## [1] 5.3556
median(dist_comp$backer_gamma_dist)
## [1] 6.147902
gamma_vs_exp_comp = model_chain_comp_df %>%
  dplyr::select(total_time_in_E_chain)

gamma_vs_exp_comp$exp_approx = rexp(n = 1000,rate = 1/(5*(1/1.09)))
gamma_vs_exp_comp_melt = melt(gamma_vs_exp_comp)
## No id variables; using all as measure variables
p = ggplot(data = gamma_vs_exp_comp_melt,
           aes(x = value, color = variable)) +
  geom_density() +
  geom_vline(xintercept = median(gamma_vs_exp_comp$exp_approx), color = 'blue', show.legend = TRUE, name = "total_time_in_E_median") + geom_vline(xintercept = median(gamma_vs_exp_comp$total_time_in_E_chain), color = 'red', show.legend = TRUE, name = "E_approx_median") 
## Warning: Ignoring unknown parameters: name

## Warning: Ignoring unknown parameters: name
p

Capacity Calculations

We have the line \[\begin{equation} L_{\text{int}} = \text{nearbyint}(L) \end{equation}\] The variable \(L_{\text{int}}\) is used later in the code instead of \(L\). This line of code is where we will decide which covariate to feed in as the testing capacity.

Note that we advance the testing capacity by 2 days from the observed value, since the testing capacity on day \(t\) will correspond to the number of tests conducted on day \(t+2\).

\[\begin{equation} L_{\text{int}} = \text{nearbyint}(L_{\text{total_pos_advnaced_2_days}}) \end{equation}\]

Queue 1

Initial states

\[\begin{equation} \text{neg_samples}_{Q1}(t) = 0 \end{equation}\]

Add new cases to Q1

\[\begin{equation} Q_{1_1}(t) = Q_{1_1}(t) + C_{Q1}(t) \end{equation}\]

Add new cases to Q_NC

\[\begin{equation} Q_{NC_1}(t) = Q_{NC_1}(t) + C_{QNC}(t) \end{equation}\]

Determine number of samples that will be tested from the backlog of Queue 1

First, deal with backlog Calculate total backlog for Q1 and QNC \[\begin{equation} \text{total_samples_for_PCR_Testing_backlog_always_test} = \\text{Backlog_Queue_1}(t), \text{Backlog_Queue_{\text{NC}}}(t) \end{equation}\]

If Backlog is greater than testing capacity (i.e. \(\text{total_samples_for_PCR_Testing_backlog_always_test} > L_{\text{int}}(t)\):

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog}_{text{Q1}} \sim hypergeom(\text{Backlog_Queue_1}(t), \text{Backlog_Queue_{\text{NC}}}(t), L_{\text{int}}(t)) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog}_{text{QNC}} = L_{\text{int}}(t)) - \text{total_samples_for_PCR_Testing_backlog}_{text{Q1}} \end{equation}\]

\[\begin{equation} \text{Backlog_Queue_1}(t) = \text{Backlog_Queue_1}(t) - \text{total_samples_for_PCR_Testing_backlog}_{text{Q1}} \end{equation}\]

\[\begin{equation} \text{Backlog_Queue_NC}(t) = \text{Backlog_Queue_NC}(t) - \text{total_samples_for_PCR_Testing_backlog}_{text{QNC}} \end{equation}\]

\[\begin{equation} L_1(t) = 0 \end{equation}\]

Else (if the testing capcity is greater than the backlog):

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog}_{\text{Q1}} = \text{Backlog_Queue_1}(t) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog}_{\text{QNC}} = \text{Backlog_Queue_NC}(t) \end{equation}\]

\[\begin{equation} L_1(t) = L_{\text{int}}(t) - \text{total_samples_for_PCR_Testing_backlog}_{\text{Q1}} - \text{total_samples_for_PCR_Testing_backlog}_{\text{QNC}} \end{equation}\]

\[\begin{equation} \text{Backlog_Queue_1}(t) = 0 \end{equation}\]

\[\begin{equation} \text{Backlog_Queue_NC}(t) = 0 \end{equation}\]

Simulate PCR for backlogged cases in Q1

\[\begin{equation} Y_{Q1_{\text{backlog}}}(t) = \sim Binomial(\text{total_samples_for_PCR_Testing_backlog_lag_2}_{\text{Q1}}, \text{PCR_sens}) \end{equation}\]

\[\begin{equation} Y_{QNC_{\text{backlog}}}(t) = \text{total_samples_for_PCR_Testing_backlog_lag_2}_{\text{QNC}} \end{equation}\]

\[\begin{equation} \text{neg_samples_Q1}_{Q1}(t) = \text{neg_samples}_{Q1}(t) + \text{total_samples_for_PCR_Testing_backlog_lag_2}_{\text{Q1}} - Y_{Q1}(t) \end{equation}\]

Update PCR testing compartments for Q1 backlog

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog_lag_2}_{\text{Q1}} = \text{total_samples_for_PCR_Testing_backlog_lag_1}_{\text{Q1}} \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog_lag_2}_{\text{QNC}} = \text{total_samples_for_PCR_Testing_backlog_lag_1}_{\text{QNC}} \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog_lag_1}_{\text{Q1}} = \text{total_samples_for_PCR_Testing_backlog}_{\text{Q1}} \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog_lag_1}_{\text{QNC}} = \text{total_samples_for_PCR_Testing_backlog}_{\text{QNC}} \end{equation}\]

Determine number of samples that will be tested from each sampling cohort of Queue 1

Loop through each cohort in Queue 1 \(Q_{1_v}\) (and Queue NC \(Q_{NC_v}\)) starting with the oldest (\(Q_{1_V}\)/\(Q_{NC_V}\)) and ending with the most recent \(Q_{1_1}\)/\(Q_{NC_1}\).

If L_1 is smaller than cohort (i.e. $ L_1(t) < (Q_{1_v}(t) + Q_{NC_v}(t))$ :

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q1}_v}(t) \sim hypergeom(Q_{1_v}(t), Q_{NC_v}(t), L_1(t)) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{QNC}_v}(t) = L_1(t) - \text{total_samples_for_PCR_Testing}_{\text{Q1}_v}(t) \end{equation}\]

\[\begin{equation} Q_{1_m}(t) = Q_{1_v}(t) - \text{total_samples_for_PCR_Testing}_{\text{Q1}_v}(t) \end{equation}\]

\[\begin{equation} Q_{NC_m}(t) = Q_{NC_v}(t) - \text{total_samples_for_PCR_Testing}_{\text{QNC}_v}(t) \end{equation}\]

\[\begin{equation} L_1(t) = 0 \end{equation}\]

Else

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q1}_v}(t) = Q_{1_v}(t) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{QNC}_v}(t) = Q_{NC_v}(t) \end{equation}\]

\[\begin{equation} Q_{1_v}(t) = 0 \end{equation}\]

\[\begin{equation} Q_{NC_v}(t) = 0 \end{equation}\]

\[\begin{equation} L_1(t) = L_1(t) - \text{total_samples_for_PCR_Testing}_{\text{Q1}_v}(t) - \text{total_samples_for_PCR_Testing}_{\text{QNC}_v}(t) \end{equation}\]

Simulate PCR Testing on each sampling cohort in Q1

Loop over all cohorts \(v\) from \(1:V\)

\[\begin{equation} Y_{Q1_{v}}(t) = \sim Binomial(\text{total_samples_for_PCR_Testing_lag_2}_{\text{Q1}_v}(t), \text{PCR_sens}) \end{equation}\]

\[\begin{equation} Y_{QNC_{v}}(t) = (\text{total_samples_for_PCR_Testing_lag_2}_{\text{QNC}_v}(t) \end{equation}\]

\[\begin{equation} \text{neg_samples_Q1}_{Q1}(t) = \text{neg_samples_Q1}_{Q1}(t) + \text{total_samples_for_PCR_Testing_lag_2}_{\text{Q1}_v}(t) - Y_{Q1_{v}}(t) \end{equation}\]

Update lags for total samples for PCR testing for Q1

\[\begin{equation} \text{total_samples_for_PCR_Testing_lag_2}_{\text{Q1}_v}(t) = \text{total_samples_for_PCR_Testing_lag_1}_{\text{Q1}_v}(t) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_lag_2}_{\text{QNC}_v}(t) = \text{total_samples_for_PCR_Testing_lag_1}_{\text{QNC}_v}(t) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_lag_1}_{\text{Q1}_v}(t) = \text{total_samples_for_PCR_Testing}_{\text{Q1}_v}(t) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_lag_1}_{\text{QNC}_v}(t) = \text{total_samples_for_PCR_Testing}_{\text{QNC}_v}(t) \end{equation}\]

Update positive case matrix (\(P_{\text{Q1}}\))

For all daily sampling cohorts \(v\) within the last 14 days:

\[\begin{equation} P_{\text{Q1}_v}(t) = P_{\text{Q1}_v}(t) + Y_{Q1_{v}}(t) \end{equation}\]

Re-testing (Add lagged positive samples from Queue 1 into Queue 2)

The state variable \(\text{First_re_test}_{\text{Q1}}(t)\) are samples that were first re-sampled during the previous day. They now need to be re-sampled a second time.

\[\begin{equation} \text{Second_re_test}_{\text{Q1}}(t) = \text{First_re_test}_{\text{Q1}}(t) \end{equation}\]

\[\begin{equation} C_{Q2}(t) = \text{Second_re_test}_{\text{Q1}}(t) \end{equation}\]

Let \(V\) be the oldest cohort stored (\(V = 13\)). This cohort will have their first re-sampling conducted.

\[\begin{equation} \text{First_re_test}_{\text{Q1}}(t) = P_{\text{Q1}_V}(t) \end{equation}\]

\[\begin{equation} C_{Q2}(t) = C_{Q2}(t) + \text{First_re_test}_{\text{Q1}}(t) \end{equation}\]

Increment Q1 Sampling Cohorts

For \(v\) in \(2:V\):

\[\begin{equation} P_{\text{Q1}_{\text{old}_{v}}} = P_{\text{Q1}_v}(t) \end{equation}\]

\[\begin{equation} P_{\text{Q1}_v}(t) = P_{\text{Q1}_{\text{old}_{v-1}}} \end{equation}\]

For the case when \(v=1\):

\[\begin{equation} P_{\text{Q1}_1}(t) = 0 \end{equation}\]

For integer \(v\) in \(1:V\):

\[\begin{equation} Q_{1_{\text{old}_v}} = Q_{1_v}(t) \end{equation}\]

\[\begin{equation} Q_{NC_{\text{old}_v}} = Q_{NC_v}(t) \end{equation}\]

For the case where \(v = V\)

\[\begin{equation} \text{Backlog_Queue_1}(t) = \text{Backlog_Queue_1}(t) + Q_{1_{\text{old}_V}} \end{equation}\]

\[\begin{equation} \text{Backlog_Queue_NC}(t) = \text{Backlog_Queue_NC}(t) + Q_{NC_{\text{old}_V}} \end{equation}\]

For integer \(v\) in \(v >1\) and \(v <= V\):

\[\begin{equation} Q_{1_v}(t) = Q_{1_{\text{old}_{v-1}}} \end{equation}\]

\[\begin{equation} Q_{NC_v}(t) = Q_{NC_{\text{old}_{v-1}}} \end{equation}\]

For the case when \(v=1\):

\[\begin{equation} Q_{1_1}(t) = 0 \end{equation}\]

\[\begin{equation} Q_{NC_1}(t) = 0 \end{equation}\]

Queue 2

Add new cases to queue

\[\begin{equation} Q_{2}(t) = Q_{2}(t) + C_{Q2}(t) \end{equation}\]

Determine number of samples that will be tested from Queue 2

Recall that \(L_2\) is the testing capacity available at the end of Queue 2.

\[\begin{equation} L_2(t) = L_1(t) \end{equation}\]

If \(Q_{2}(t) > L_2(t)\):

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q2}}(t) = L_2(t) \end{equation}\]

\[\begin{equation} Q_{2}(t) = Q_{2}(t) - L_2(t) \end{equation}\]

\[\begin{equation} L_2(t) = 0 \end{equation}\]

Else:

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q2}}(t) = Q_{2}(t) \end{equation}\]

\[\begin{equation} Q_{2}(t) = 0 \end{equation}\]

\[\begin{equation} L_2(t) = L_2(t) - Q_{2}(t) \end{equation}\]

Recall that we do not keep track of the results of the PCR testing in Queue 2, as it will not impact the count of reported cases. We are also not worried about lags here.

Queue 3

Initial states

\[\begin{equation} \text{neg_samples}_{Q3}(t) = 0 \end{equation}\]

\[\begin{equation} L_3(t) = L_2(t) \end{equation}\]

Take into account loss rate due to recovery

Here in Queue 3 (unlike in Queue 1) we do take into account the probability that an individual has already recovered before their samples can be tested. Biologically, of course, we assume that individuals are only sampled once testing capacity permits. We ignore the lag between sampling time and testing capacity in determining that threshold point.

For eaach cohort \(k\):

\[\begin{equation} \text{Q_3_loss}_k = \sim \text{Binomial}(Q_{3_k}(t), 1 - e^{-\mu_3*dt}) \end{equation}\]

\[\begin{equation} Q_{3_k}(t) = Q_{3_k}(t) - \text{Q_3_loss}_k \end{equation}\]

Add new cases to Q3

\[\begin{equation} Q_{3_1}(t) = Q_{3_1}(t) + C_{Q3}(t) \end{equation}\]

Determine number of samples that will be tested from the backlog of Queue 3

First, deal with backlog

If Backlog is greater than testing capacity:

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog}_{text{Q3}} = L_3(t) \end{equation}\]

\[\begin{equation} \text{Backlog_Queue_3}(t) = \text{Backlog_Queue_3}(t) - L_3(t) \end{equation}\]

\[\begin{equation} L_3(t) = 0 \end{equation}\]

Else (if the testing capcity is greater than the backlog):

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog}_{text{Q3}} = \text{Backlog_Queue_3}(t) \end{equation}\]

\[\begin{equation} L_3(t) = L_3(t) - \text{total_samples_for_PCR_Testing_backlog}_{text{Q5}} \end{equation}\]

\[\begin{equation} \text{Backlog_Queue_3}(t) = 0 \end{equation}\]

Simulate PCR for backlogged cases in Q3

\[\begin{equation} Y_{Q3_{\text{backlog}}}(t) = \sim Binomial(\text{total_samples_for_PCR_Testing_backlog_lag_2}_{text{Q3}}, \text{PCR_sens}) \end{equation}\]

\[\begin{equation} \text{neg_samples}_{Q3}(t) = \text{neg_samples}_{Q3}(t) + \text{total_samples_for_PCR_Testing_backlog_lag_2}_{text{Q3}} - Y_{Q3}(t) \end{equation}\]

Update PCR testing compartments for Q3 backlog

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog_lag_2}_{text{Q3}} = \text{total_samples_for_PCR_Testing_backlog_lag_1}_{text{Q3}} \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog_lag_1}_{text{Q3}} = \text{total_samples_for_PCR_Testing_backlog}_{text{Q3}} \end{equation}\]

Determine number of samples that will be tested from each sampling cohort of Queue 3

Loop through each cohort in Queue 3 \(Q_{3_k}\) starting with the oldest (\(Q_{3_K}\)) and ending with the most recent \(Q_{3_1}\).

If L_3 is smaller than cohort (i.e. $ L_3(t) < Q_{3_k}(t)$ :

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q3}_k}(t) = L_3(t) \end{equation}\]

\[\begin{equation} Q_{3_k}(t) = Q_{3_k}(t) - L_3(t) \end{equation}\]

\[\begin{equation} L_3(t) = 0 \end{equation}\]

Else

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q3}_k}(t) = Q_{3_k}(t) \end{equation}\]

\[\begin{equation} Q_{3_k}(t) = 0 \end{equation}\]

\[\begin{equation} L_3(t) = L_3(t) - \text{total_samples_for_PCR_Testing}_{\text{Q3}_k}(t) \end{equation}\]

Simulate PCR Testing on each sampling cohort in Q3

Loop over all cohorts \(k\) from \(1:K\)

\[\begin{equation} Y_{Q3_{k}}(t) = \sim Binomial(\text{total_samples_for_PCR_Testing_lag_2}_{\text{Q3}_k}(t), \text{PCR_sens}) \end{equation}\]

\[\begin{equation} \text{neg_samples}_{Q3}(t) = \text{neg_samples}_{Q3}(t) + \text{total_samples_for_PCR_Testing_lag_2}_{\text{Q3}_k}(t) - Y_{Q3_{k}}(t) \end{equation}\]

Update lags for total samples for PCR testing for Q3

\[\begin{equation} \text{total_samples_for_PCR_Testing_lag_2}_{\text{Q3}_k}(t) = \text{total_samples_for_PCR_Testing_lag_1}_{\text{Q3}_k}(t) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_lag_1}_{\text{Q3}_k}(t) = \text{total_samples_for_PCR_Testing}_{\text{Q3}_k}(t) \end{equation}\]

Update positive case matrix (\(P_{\text{Q3}}\))

For all daily sampling cohorts \(k\) within the last 14 days:

\[\begin{equation} P_{\text{Q3}_k}(t) = P_{\text{Q3}_k}(t) + Y_{Q3_{k}}(t) \end{equation}\]

Re-testing (Add lagged positive samples from Queue 3 into Queue 4)

The state variable \(\text{First_re_test}_{\text{Q3}}(t)\) are samples that we first re-sampled during the previous day. They now need to be re-sampled a second time.

\[\begin{equation} \text{Second_re_test}_{\text{Q3}}(t) = \text{First_re_test}_{\text{Q3}}(t) \end{equation}\]

\[\begin{equation} C_{Q4}(t) = \text{Second_re_test}_{\text{Q3}}(t) \end{equation}\]

Let \(K\) be the oldest cohort stored (\(K = 14\)). This cohort will have their first re-sampling conducted.

\[\begin{equation} \text{First_re_test}_{\text{Q3}}(t) = P_{\text{Q3}_K}(t) \end{equation}\]

\[\begin{equation} C_{Q4}(t) = C_{Q4}(t) + \text{First_re_test}_{\text{Q3}}(t) \end{equation}\]

Increment Q3 Sampling Cohorts

For \(k\) in \(2:K\):

\[\begin{equation} P_{\text{Q3}_{\text{old}_{k}}} = P_{\text{Q3}_k}(t) \end{equation}\]

\[\begin{equation} P_{\text{Q3}_k}(t) = P_{\text{Q3}_{\text{old}_{k-1}}} \end{equation}\]

For the case when \(k=1\):

\[\begin{equation} P_{\text{Q3}_1}(t) = 0 \end{equation}\]

For integer \(k\) in \(1:K\):

\[\begin{equation} Q_{3_{\text{old}_k}} = Q_{3_k}(t) \end{equation}\]

For the case where \(k = K\)

\[\begin{equation} \text{Backlog_Queue_3}(t) = \text{Backlog_Queue_3}(t) + Q_{3_{\text{old}_K}} \end{equation}\]

For integer \(k\) in \(k >1\) and \(k <= K\):

\[\begin{equation} Q_{3_k}(t) = Q_{3_{\text{old}_{k-1}}} \end{equation}\]

For the case when \(k=1\):

\[\begin{equation} Q_{3_1}(t) = 0 \end{equation}\]

Queue 4

Add new cases to queue

\[\begin{equation} Q_{4}(t) = Q_{4}(t) + C_{Q4}(t) \end{equation}\]

Determine number of samples that will be tested from Queue 4

Recall that \(L_4\) is the testing capacity available at the end of Queue 4.

\[\begin{equation} L_4(t) = L_3(t) \end{equation}\]

If \(Q_{4}(t) > L_4(t)\):

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q4}}(t) = L_4(t) \end{equation}\]

\[\begin{equation} Q_{4}(t) = Q_{4}(t) - L_4(t) \end{equation}\]

\[\begin{equation} L_4(t) = 0 \end{equation}\]

Else:

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q4}}(t) = Q_{4}(t) \end{equation}\]

\[\begin{equation} Q_{4}(t) = 0 \end{equation}\]

\[\begin{equation} L_4(t) = L_4(t) - \text{total_samples_for_PCR_Testing}_{\text{Q4}}(t) \end{equation}\]

Recall that we do not keep track of the results of the PCR testing in Queue 4, as it will not impact the count of reported cases. We are also not worried about lags here, and we assume that all samples that enter Queue 4 are eventually tested (no addition loss rates).

Total neg tests (all queues)

\[\begin{equation} \text{total_neg_samples_all_queues}(t) = \text{total_samples_for_PCR_Testing}_{\text{Q4}}(t) + \text{total_samples_for_PCR_Testing}_{\text{Q2}}(t) + \text{neg_samples_Q1}_{Q1}(t) + \text{neg_samples_Q3}_{Q3}(t) + Y_{QNC_{\text{backlog}}}(t) + \sum_{v=1}^V Y_{QNC_{v}}(t) \end{equation}\]

Build Model

POMP Csnippet

Process model

#Process model Csnippet with queue incorporated
rproc <- Csnippet("
                  //Declare Arrays
                  double rate_I_P[2], trans_I_P[2]; //Declare arrays for eulermultinom transitions from Exposed Compartment
                  double rate_I_S_1[2], trans_I_S_1[2]; //Declare arrays for eulermultinom transitions from symptomatic infection Compartment
                  
                  double multinom_output[8], multinom_prob[8]; //Declare arrays for multinom in Q5
                  
                  int M = (int) M_0; //Number of exposed compartments
                  int V = (int) V_0; //Number of days spent in hospital (number of cohorts in Queues 1 and NC)
                  int K = (int) K_0; //Number of days spent in quarantine (number of cohorts in Queue 3)
                  
                  int m; //Exposed compartment number
                  int v; //Queue 1/ Queue NC cohort number
                  int k; //Queue 3 cohort number
                  
                  double dE_m_E_m_1[M-1]; //Declare array for binomial transitions between Exposed Compartments
                  
                  double P_Q1_old[V]; //Declare array to store old value of P_Q1 during capacity calculations. 
                  double P_Q3_old[K]; //Declare array to store old value of P_Q3 during capacity calculations.
                  
                  double QNC_old[V]; //Declare array to store old value of QNC during capacity calculations. 
                  double Q1_old[V]; //Declare array to store old value of Q1 during capacity calculations. 
                  double Q3_old[K]; //Declare array to store old value of Q3 during capacity calculations.
                  
                  //Declare E pointer array
                  double *e=&E_1;
                  
                  //Declare Queue 1 pointer arrays
                  double *q_1=&Q_1_1;
                  double *p_q1=&P_Q1_1;
                  double *total_samples_for_PCR_Testing_q1=&total_samples_for_PCR_Testing_Q1_1;
                  double *total_samples_for_PCR_Testing_lag_1_q1=&total_samples_for_PCR_Testing_lag_1_Q1_1;
                  double *total_samples_for_PCR_Testing_lag_2_q1=&total_samples_for_PCR_Testing_lag_2_Q1_1;
                  double *y_q1=&Y_Q1_1;
                  
                  //Declare Queue NC pointer arrays
                  double *q_nc=&Q_NC_1;
                  double *total_samples_for_PCR_Testing_qnc=&total_samples_for_PCR_Testing_QNC_1;
                  double *total_samples_for_PCR_Testing_lag_1_qnc=&total_samples_for_PCR_Testing_lag_1_QNC_1;
                  double *total_samples_for_PCR_Testing_lag_2_qnc=&total_samples_for_PCR_Testing_lag_2_QNC_1;
                  double *y_qnc=&Y_QNC_1;
                  
                  //Declare Queue 3 pointer arrays
                  double *q_3=&Q_3_1;
                  double *p_q3=&P_Q3_1;
                  double *total_samples_for_PCR_Testing_q3=&total_samples_for_PCR_Testing_Q3_1;
                  double *total_samples_for_PCR_Testing_lag_1_q3=&total_samples_for_PCR_Testing_lag_1_Q3_1;
                  double *total_samples_for_PCR_Testing_lag_2_q3=&total_samples_for_PCR_Testing_lag_2_Q3_1;
                  double *y_q3=&Y_Q3_1;

                   //Error checks- Top of model

                  if(R_A < 0 || R_F < 0 || R_H < 0 || I_A < 0 || I_P < 0 || I_H < 0 || I_S_1 < 0 || I_S_2 < 0 || S < 0 || N < 0 || Backlog_Queue_1 < 0 || Q_2 < 0 ||Backlog_Queue_3 < 0 || Q_4 < 0 |Backlog_Queue_NC < 0|| First_re_test_Q1 < 0 || Second_re_test_Q1 < 0 || First_re_test_Q3 < 0 || Second_re_test_Q3 < 0 || total_samples_for_PCR_Testing_backlog_Q1 < 0 || total_samples_for_PCR_Testing_backlog_lag_1_Q1 < 0 || total_samples_for_PCR_Testing_backlog_lag_2_Q1 < 0 || total_samples_for_PCR_Testing_backlog_Q3 < 0 || total_samples_for_PCR_Testing_backlog_lag_1_Q3 < 0 || total_samples_for_PCR_Testing_backlog_lag_2_Q3 < 0 ||total_samples_for_PCR_Testing_backlog_QNC < 0 || total_samples_for_PCR_Testing_backlog_lag_1_QNC < 0 || total_samples_for_PCR_Testing_backlog_lag_2_QNC < 0 || neg_samples_Q1 < 0 || neg_samples_Q3 < 0 || total_neg_samples_all_queues < 0 ||  L_advanced_2_days < 0 || G_w_y < 0 ||  L_int < 0 || F_w_y < 0 ||  L_1 < 0 ||  w < 0 ||  L_2 < 0 ||  L_3 < 0 ||  L_4 < 0 || y < 0){
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at top of process model   t = %lg \\n\", t);

                      

                  }
                  
                  double sum_everything = R_A + R_F + R_H + I_P + I_A + I_H + I_S_1 + I_S_2 + S + N;
                  sum_everything = sum_everything + Backlog_Queue_1 + Backlog_Queue_3 + Backlog_Queue_NC + Q_2  + Q_4;
                  sum_everything = sum_everything + First_re_test_Q1 + First_re_test_Q3 +Second_re_test_Q1 + Second_re_test_Q3;
                  sum_everything = sum_everything + total_samples_for_PCR_Testing_backlog_Q1 + total_samples_for_PCR_Testing_backlog_Q3 + total_samples_for_PCR_Testing_backlog_QNC;
                  sum_everything = sum_everything + total_samples_for_PCR_Testing_backlog_lag_1_Q1 + total_samples_for_PCR_Testing_backlog_lag_1_Q3 + total_samples_for_PCR_Testing_backlog_lag_1_QNC;
                  sum_everything = sum_everything + total_samples_for_PCR_Testing_backlog_lag_2_Q1 + total_samples_for_PCR_Testing_backlog_lag_2_Q3 + total_samples_for_PCR_Testing_backlog_lag_2_QNC;
                  sum_everything = sum_everything + neg_samples_Q1 + neg_samples_Q3 + total_neg_samples_all_queues;
                  sum_everything = sum_everything + L_advanced_2_days + G_w_y + F_w_y + L_int + L_1 + L_2 + L_3 + L_4 + w + y;
                  if(isnan(sum_everything)){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at top of process model t = %lg \\n\", t);

                  }
                  
                  //Check Exposed Compartments
                  for(m=0; m<M; m++) {
                    if(isnan(e[m])){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at top of process model t = %lg \\n\", t);
                  
                    }
                    if(e[m] < 0) {
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at top of process model   t = %lg \\n\", t);
                    }
                  }
                  
                  //Check Q_1 and Q_NC arrays
                  for(v=0; v<V; v++) {
                    if(isnan(q_1[v]) || isnan(q_nc[v]) || isnan(p_q1[v]) || isnan(total_samples_for_PCR_Testing_q1[v]) || isnan(total_samples_for_PCR_Testing_qnc[v]) || isnan(total_samples_for_PCR_Testing_lag_1_q1[v]) || isnan(total_samples_for_PCR_Testing_lag_1_qnc[v]) || isnan(total_samples_for_PCR_Testing_lag_2_q1[v]) || isnan(total_samples_for_PCR_Testing_lag_2_qnc[v])){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at top of process model t = %lg \\n\", t);
                  
                    }
                    if(q_1[v] < 0 || q_nc[v] < 0 || p_q1[v] < 0 || total_samples_for_PCR_Testing_q1[v] < 0 || total_samples_for_PCR_Testing_qnc[v] < 0 || total_samples_for_PCR_Testing_lag_1_q1[v] < 0 || total_samples_for_PCR_Testing_lag_1_qnc[v] < 0 || total_samples_for_PCR_Testing_lag_2_q1[v] < 0 || total_samples_for_PCR_Testing_lag_2_qnc[v] < 0 ) {
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at top of process model   t = %lg \\n\", t);
                    }
                  }
                  
                  //Check Q_3 Arrays
                  for(k=0; k<K; k++) {
                    if(isnan(q_3[k]) || isnan(p_q3[k]) || isnan(total_samples_for_PCR_Testing_q3[k]) || isnan(total_samples_for_PCR_Testing_lag_1_q3[k]) || isnan(total_samples_for_PCR_Testing_lag_2_q3[k]) || isnan(q_3[k])){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at top of process model t = %lg \\n\", t);
                  
                    }
                    if(q_3[k] < 0 || p_q3[k] < 0 || total_samples_for_PCR_Testing_q3[k] < 0 || total_samples_for_PCR_Testing_lag_1_q3[k] < 0 || total_samples_for_PCR_Testing_lag_2_q3[k] < 0 ) {
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at top of process model   t = %lg \\n\", t);
                    }
                  }
                  
                  int print_out_top = (Error_Printing_Complete == FALSE) & (Neg_State_Value_Detected == TRUE || NAN_State_Value_Detected == TRUE);
                  if(print_out_top){
                      Rprintf(\"I_S_1 = %lg \\n\", I_S_1);
                      Rprintf(\"I_S_2 = %lg \\n\", I_S_2);
                      Rprintf(\"I_H = %lg \\n\", I_H);
                      Rprintf(\"I_P = %lg \\n\", I_P);
                      Rprintf(\"I_A = %lg \\n\", I_A);

                      Rprintf(\"Backlog_Queue_1 = %lg \\n\", Backlog_Queue_1);
                      Rprintf(\"Backlog_Queue_3 = %lg \\n\", Backlog_Queue_3);
                      Rprintf(\"Backlog_Queue_NC = %lg \\n\", Backlog_Queue_NC);
                      
                      Rprintf(\"First_re_test_Q1 = %lg \\n\", First_re_test_Q1);
                      Rprintf(\"First_re_test_Q3 = %lg \\n\", First_re_test_Q3);
                      Rprintf(\"Second_re_test_Q1 = %lg \\n\", Second_re_test_Q1);
                      Rprintf(\"Second_re_test_Q3 = %lg \\n\", Second_re_test_Q3);
                      
                      
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_Q1 = %lg \\n\", total_samples_for_PCR_Testing_backlog_Q1);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_1_Q1 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_1_Q1);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_2_Q1 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_2_Q1);
                      
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_Q3 = %lg \\n\", total_samples_for_PCR_Testing_backlog_Q3);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_1_Q3 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_1_Q3);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_2_Q3 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_2_Q3);
                      
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_QNC = %lg \\n\", total_samples_for_PCR_Testing_backlog_QNC);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_1_QNC = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_1_QNC);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_2_QNC = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_2_QNC);
                      
                      Rprintf(\"neg_samples_Q1 = %lg \\n\", neg_samples_Q1);
                      Rprintf(\"neg_samples_Q3 = %lg \\n\", neg_samples_Q3);
                      Rprintf(\"total_neg_samples_all_queues = %lg \\n\", total_neg_samples_all_queues);
                      
                      Rprintf(\"Q_2 = %lg \\n\", Q_2);
                      Rprintf(\"Q_4 = %lg \\n\", Q_4);
                      
                      Rprintf(\"F_w_y = %lg \\n\", F_w_y);
                      Rprintf(\"w = %lg \\n\", w);
                      Rprintf(\"y = %lg \\n\", y);
                      
                      Rprintf(\"E_1 = %lg \\n\", E_1);
                      Rprintf(\"E_2 = %lg \\n\", E_2);
                      Rprintf(\"E_3 = %lg \\n\", E_3);
                      Rprintf(\"E_4 = %lg \\n\", E_4);
                      Rprintf(\"E_5 = %lg \\n\", E_5);

                      Rprintf(\"R_H = %lg \\n\", R_H);

                      Rprintf(\"R_A = %lg \\n\", R_A);
                      Rprintf(\"R_F = %lg \\n\", R_F);

                      Rprintf(\"N = %lg \\n\", N);
                      Rprintf(\"S = %lg \\n\", S);
                      
                      Rprintf(\"L_advanced_2_days = %lg \\n\", L_advanced_2_days);
                      Rprintf(\"G_w_y = %lg \\n\", G_w_y);
                      Rprintf(\"L_int = %lg \\n\", L_int);
                      Rprintf(\"L_1 = %lg \\n\", L_1);
                      Rprintf(\"L_2 = %lg \\n\", L_2);
                      Rprintf(\"L_3 = %lg \\n\", L_3);
                      Rprintf(\"L_4 = %lg \\n\", L_4);
                      
                      Rprintf(\"Print out params  p_S = %lg \\n\", p_S);
                      Rprintf(\"p_H_cond_S = %lg \\n\", p_H_cond_S);
                      Rprintf(\"phi_E = %lg \\n\", phi_E);
                      Rprintf(\"phi_U = %lg \\n\", phi_U);
                      Rprintf(\"phi_S = %lg \\n\", phi_S);
                      Rprintf(\"h_V = %lg \\n\", h_V);
                      Rprintf(\"gamma = %lg \\n\", gamma);
                      Rprintf(\"R_0 = %lg \\n\", R_0);
                      Rprintf(\"b_q = %lg \\n\", b_q);
                      Rprintf(\"b_a = %lg \\n\", b_a);
                      Rprintf(\"b_p = %lg \\n\", b_p);
                      Rprintf(\"z_0 = %lg \\n\", z_0);
                      Rprintf(\"E_0 = %lg \\n\", E_0);
                      Rprintf(\"N_0 = %lg \\n\", N_0);
                      Rprintf(\"C_0 = %lg \\n\", C_0);
                      Rprintf(\"G_w_y_scaling = %lg \\n\", G_w_y_scaling);
                      
                      Rprintf(\"quarantine_start_time = %lg \\n\", quarantine_start_time);
                      Rprintf(\"PCR_sens = %lg \\n\", PCR_sens);
                      Rprintf(\"sigma_M = %lg \\n\", sigma_M);
                      
                      Rprintf(\"beta_w_3 = %lg \\n\", beta_w_3);
                      Rprintf(\"beta_w_2 = %lg \\n\", beta_w_2);
                      Rprintf(\"beta_w_1 = %lg \\n\", beta_w_1);
                      Rprintf(\"beta_w_0 = %lg \\n\", beta_w_0);
                      Rprintf(\"g_0 = %lg \\n\", g_0);
                      Rprintf(\"g_F = %lg \\n\", g_F);
                      Rprintf(\"sigma_epsilon = %lg \\n\", sigma_epsilon);
                      
                      //Print out exposed compartments
                      for(m=0; m<M; m++) {
                        Rprintf(\"m = %d \\n\", m);
                        Rprintf(\"e[m] = %lg \\n\", e[m]);
                      }
                      
                      //Print out Q_1 and Q_NC compartments
                      for(v=0; v<V; v++) {
                        Rprintf(\"v = %d \\n\", v);
                        Rprintf(\"q_1[v] = %lg \\n\", q_1[v]);
                        Rprintf(\"q_nc[v] = %lg \\n\", q_nc[v]);
                        Rprintf(\"p_q1[v] = %lg \\n\", p_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_q1[v] = %lg \\n\", total_samples_for_PCR_Testing_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_qnc[v] = %lg \\n\", total_samples_for_PCR_Testing_qnc[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_1_q1[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_1_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_1_qnc[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_1_qnc[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_2_q1[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_2_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_2_qnc[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_2_qnc[v]);
                      }
                      
                      //Print out Q_3 compartments
                      for(k=0; k<K; k++) {
                        Rprintf(\"k = %d \\n\", k);
                        Rprintf(\"q_3[k] = %lg \\n\", q_3[k]);
                        Rprintf(\"p_q3[k] = %lg \\n\", p_q3[k]);
                        Rprintf(\"total_samples_for_PCR_Testing_q3[k] = %lg \\n\", total_samples_for_PCR_Testing_q3[k]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_1_q3[k] = %lg \\n\", total_samples_for_PCR_Testing_lag_1_q3[k]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_2_q3[k] = %lg \\n\", total_samples_for_PCR_Testing_lag_2_q3[k]);
                      }
                      

                      Error_Printing_Complete = TRUE;
                  }
                  
                  
                   //Main Process Model Code Block
                   //Initialize transition array (make it NAN so it will trigger warnings if 
                   //used when unchanged)
                   for(m=0; m<M-1; m++) {
                        dE_m_E_m_1[m] = NAN;
                      }
                   
                   double total_time_infected = (1/gamma) + (1/phi_S);
                   double gamma_total = 1/total_time_infected;
                   double Beta_0 = R_0*(gamma_total);
                   double Beta_1 = b_q*Beta_0;
                   beta_t = Beta_0;
                   
                   if(t > quarantine_start_time){
                      beta_t = Beta_1;
                   }else{
                    if(t > social_distancing_start_time){
                      double m_q = (Beta_1 - Beta_0)/(quarantine_start_time - social_distancing_start_time);
                      beta_t = Beta_0 + m_q*(t-social_distancing_start_time);
                    }
                   }
                   
                   //Calculate transmssion rates in pre-symptomatic classes
                   double beta_p = b_p*beta_t;
                   
                   //Calculate transmssion rates in asymptomatic classes
                   double beta_a = b_a*beta_t;
                   
                   //Rates for Euler Multinom leaving Infected Pre-symptomatic class
                   double mu_I_P_I_A = (1-p_S)*phi_U;        //Moving from I_P to I_A
                   double mu_I_P_I_S_1 = p_S*phi_U;    //Moving from I_P to I_S_1 
                   
                   rate_I_P[0] = mu_I_P_I_A;
                   rate_I_P[1] = mu_I_P_I_S_1;
                   
                   //Rates for Euler Multinom leaving Infected Symptomatic class
                   double mu_I_S_1_I_H = p_H_cond_S*phi_S;            //Moving from I_S_1 to I_H
                   double mu_I_S_1_I_S_2 = (1-p_H_cond_S)*phi_S;        //Moving from I_S_1 to I_S_2
                   
                   rate_I_S_1[0] = mu_I_S_1_I_H;
                   rate_I_S_1[1] = mu_I_S_1_I_S_2;
                   
                   //Calculate force of infection
                   double lambda_FOI = (beta_t*(I_S_1 + I_S_2) + beta_a*(I_A) + beta_p*(I_P))/N;
                   double mu_S_E_1 = lambda_FOI;
                   
                   //Calculate rate of moving bewteen exposed compartments
                   double mu_E_m_E_m_1 = phi_E;
                   
                   //Calculate rate of moving from Infected Asymptomatic class to 
                   // Recovered Asymptomatic class
                   double mu_I_A_R_A = phi_S;
                   
                   
                   //Calculate rate of moving from last Exposed compartment to 
                   //Infected Pre-sympatomatic class
                   double mu_E_M_I_P = phi_E;

                   //Calculate rate of moving from Infected Flu-like class to Recovered Flu-Like Class
                   double mu_I_S_2_R_F = gamma;
                   
                   //Calculate rate of moving from Infected Hospitalized class to Recovered Hospitalized Class
                   double mu_I_H_R_H = h_V;
                   
                   //Binomial transitions (out of S, I_S_2, E_M, I_A, and I_H, and within E)
                   double dSE_1 = rbinom(S, 1 - exp(-mu_S_E_1*dt));
                   
                   double dI_A_R_A = rbinom(I_A, 1 - exp(-mu_I_A_R_A*dt));
                   
                   double dE_M_I_P = rbinom(e[M-1], 1 - exp(-mu_E_M_I_P*dt));
                   
                   double dI_S_2_R_F = rbinom(I_S_2, 1 - exp(-mu_I_S_2_R_F*dt));
                   double dI_H_R_H = rbinom(I_H, 1 - exp(-mu_I_H_R_H*dt));
                   
                   //Exposed class binomial transitions (start from second compartment)
                   for(m = 0; m < M-1; m++){
                    dE_m_E_m_1[m] = rbinom(e[m], 1 - exp(-mu_E_m_E_m_1*dt));
                   }
                   
                   //Euler multinomial transitions
                   
                   //Infected Pre-symptomatic compartment
                   reulermultinom(2,I_P, &rate_I_P[0], dt, &trans_I_P[0]);
                   
                   //Infected Symptomatic comparment
                   reulermultinom(2,I_S_1, &rate_I_S_1[0], dt, &trans_I_S_1[0]);
                   
                   //Get compartment transitions from Euler multinom output
                   
                   //Infected Pre-symptomatic Compartment
                   double dI_P_I_A = trans_I_P[0];
                   double dI_P_I_S_1 = trans_I_P[1];
                   
                   //Infected Symptomatic Compartment
                   double dI_S_1_I_H = trans_I_S_1[0];
                   double dI_S_1_I_S_2 = trans_I_S_1[1];
                   
                   //Update state variables using transition increments
                   
                   //Susceptible Compartment
                   S += -dSE_1;
                   
                   //Exposed Compartments
                   //First compartment
                   e[0] += dSE_1 - dE_m_E_m_1[0];
                   
                   //Inner compartments (start from second compartment,
                   // end with second to last comparment)
                   for(m = 1; m < M-1; m++){
                    e[m] += dE_m_E_m_1[m-1] - dE_m_E_m_1[m];
                   }
                   
                   //Outermost exposed compartment
                   e[M-1] += dE_m_E_m_1[M-2]  - dE_M_I_P;
                   
                   
                   
                   //Infected Compartments
                   
                   //Pre-Symptomatic Infected Compartment
                   I_P += dE_M_I_P- dI_P_I_A - dI_P_I_S_1;
                   
                   I_S_1 += dI_P_I_S_1 - dI_S_1_I_H - dI_S_1_I_S_2;
                   
                   //Hospitalized Compartment
                   I_H += dI_S_1_I_H - dI_H_R_H;
                   
                   //Flu-Like Infections Compartment
                   I_S_2 += dI_S_1_I_S_2 - dI_S_2_R_F;
                   
                   //Recovered Compartments
                   I_A += dI_P_I_A - dI_A_R_A;
                   R_A += dI_A_R_A;
                   R_F += dI_S_2_R_F;
                   R_H += dI_H_R_H;
                   
                   //Total Population (does not change)
                   N += 0;
                   
                   //Reported Cases
                   C_Q1 += dI_S_1_I_H;  //Entering Queue 1
                   C_Q3 += dI_S_1_I_S_2;  //Entering Queue 2
                   
                   //Read in testing info
                   L_int = nearbyint(L_advanced_2_days);
                   
                   double epsilon = rnorm(0,sigma_epsilon);
                   
                   //Calculate estimated non-COVID respiratory infections
                   G_w_y = g_0 + g_F*F_w_y + beta_w_3*(w*w*w) + beta_w_2*(w*w) + beta_w_1*w + beta_w_0 + epsilon;
                   if(t > quarantine_start_time){
                    G_w_y = G_w_y_scaling*G_w_y;
                   }else{
                    G_w_y = G_w_y_scaling*G_w_y;
                   }
                   
                   
                   C_QNC = nearbyint(G_w_y);
                   
                   //Queue 1
                   
                   //Initial states
                   neg_samples_Q1 = 0;
                   
                   //Add new cases to Q1
                   q_1[0] = q_1[0] + C_Q1;
                   
                   //Add new cases to QNC
                   q_nc[0] = q_nc[0] + C_QNC;
                   
                   //Determine number of samples that will tested from the backlog
                   // of Queue 1
                   double total_samples_for_PCR_Testing_backlog_always_test = Backlog_Queue_1 + Backlog_Queue_NC;
                   
                   //If backlog is greater than testing capacity
                   if(total_samples_for_PCR_Testing_backlog_always_test > L_int){
                      total_samples_for_PCR_Testing_backlog_Q1 = rhyper(Backlog_Queue_1, Backlog_Queue_NC, L_int);
                      total_samples_for_PCR_Testing_backlog_QNC = L_int - total_samples_for_PCR_Testing_backlog_Q1;
                      Backlog_Queue_1 = Backlog_Queue_1 - total_samples_for_PCR_Testing_backlog_Q1;
                      Backlog_Queue_NC = Backlog_Queue_NC - total_samples_for_PCR_Testing_backlog_QNC;
                      L_1 = 0;
                      
                    //Else (if the testing capacity is greater than the backlog)
                   }else{
                      total_samples_for_PCR_Testing_backlog_Q1 = Backlog_Queue_1;
                      total_samples_for_PCR_Testing_backlog_QNC = Backlog_Queue_NC;
                      
                      L_1 = L_int - total_samples_for_PCR_Testing_backlog_Q1 - total_samples_for_PCR_Testing_backlog_QNC;
                      
                      Backlog_Queue_1 = 0;
                      Backlog_Queue_NC = 0;
                   }
                   
                   //Simulate PCR for backlogged cases in Q1
                   Y_Q1_backlog = rbinom(total_samples_for_PCR_Testing_backlog_lag_2_Q1, PCR_sens);
                   Y_QNC_backlog = total_samples_for_PCR_Testing_backlog_lag_2_QNC;
                   neg_samples_Q1 = neg_samples_Q1 + total_samples_for_PCR_Testing_backlog_lag_2_Q1 - Y_Q1_backlog;
                   
                   //Update PCR testing compartments for Q1 backlog
                   total_samples_for_PCR_Testing_backlog_lag_2_Q1 = total_samples_for_PCR_Testing_backlog_lag_1_Q1;
                   total_samples_for_PCR_Testing_backlog_lag_2_QNC = total_samples_for_PCR_Testing_backlog_lag_1_QNC;
                   total_samples_for_PCR_Testing_backlog_lag_1_Q1 = total_samples_for_PCR_Testing_backlog_Q1;
                   total_samples_for_PCR_Testing_backlog_lag_1_QNC = total_samples_for_PCR_Testing_backlog_QNC;
                   
                   //Determine number of samples that will be tested from each sampling cohort of Queue 1
                   
                   //Loop through each cohort in Queue 1 q_1[v] (and Queue NC q_nc[v]) 
                   // starting with the oldest (q_1[V-1]/q_nc[V-1])
                   // and ending with the most recent q_1[0]/q_nc[1].
                   for(v=V-1; v>=0; v--) {
                   
                      //If L_1 is smaller than cohort
                      if(L_1 < (q_1[v] + q_nc[v])){
                        total_samples_for_PCR_Testing_q1[v] = rhyper(q_1[v], q_nc[v], L_1);
                        total_samples_for_PCR_Testing_qnc[v] = L_1 - total_samples_for_PCR_Testing_q1[v];
                        q_1[v] = q_1[v] - total_samples_for_PCR_Testing_q1[v];
                        q_nc[v] = q_nc[v] - total_samples_for_PCR_Testing_qnc[v];
                        L_1 = 0;
                       
                       //Else there is enough capacity to test cohort v
                       // in Q1/QNC 
                      }else{
                        total_samples_for_PCR_Testing_q1[v] = q_1[v];
                        total_samples_for_PCR_Testing_qnc[v] = q_nc[v];
                        q_1[v] = 0;
                        q_nc[v] = 0;
                        L_1 = L_1 - total_samples_for_PCR_Testing_q1[v] - total_samples_for_PCR_Testing_qnc[v];
                      }
                   }
                   
                   
                   //Simulate PCR Testing on each sampling cohort in Q1
                   //Loop over all cohorts v from 1:V
                   for(v=0; v<V; v++) {
                    y_q1[v] = rbinom(total_samples_for_PCR_Testing_lag_2_q1[v], PCR_sens);
                    y_qnc[v] = total_samples_for_PCR_Testing_lag_2_qnc[v];
                    neg_samples_Q1 = neg_samples_Q1 + total_samples_for_PCR_Testing_lag_2_q1[v] - y_q1[v];
                   }
                   
                   //Update lags for total samples for PCR testing for Q1
                   //Loop over all cohorts v from 1:V
                   for(v=0; v<V; v++) {
                      total_samples_for_PCR_Testing_lag_2_q1[v] = total_samples_for_PCR_Testing_lag_1_q1[v];
                      total_samples_for_PCR_Testing_lag_2_qnc[v] = total_samples_for_PCR_Testing_lag_1_qnc[v];
                      total_samples_for_PCR_Testing_lag_1_q1[v] = total_samples_for_PCR_Testing_q1[v];
                      total_samples_for_PCR_Testing_lag_1_qnc[v] = total_samples_for_PCR_Testing_qnc[v]; 
                   }
                   
                   //Update positive case matrix (p_Q1)
                   //For all daily sampling cohorts v within the last 14 days:
                   for(v=0; v<V; v++) {
                    p_q1[v] = p_q1[v] + y_q1[v];
                   }
                   
                   //Re-testing (Add lagged positive samples from Queue 1 into Queue 2)
                   //The state variable First_re_test_Q1 are samples that were 
                   // first re-sampled during the previous day. 
                   // They now need to be re-sampled a second time.
                   Second_re_test_Q1 = First_re_test_Q1;
                   C_Q2 = Second_re_test_Q1;
                   
                   //Let V-1 be the oldest cohort stored (V=13). 
                   // This cohort will have their first re-sampling conducted.
                   First_re_test_Q1 = p_q1[V-1];
                   C_Q2 = C_Q2 + First_re_test_Q1;
                   
                   //Increment P_Q1 Sampling Cohorts
                   P_Q1_old[0] = p_q1[0]; //Store first cohort 
                   //For v in 2:V: (or in C notation v in 1:V-1):
                   for(v=1; v<V; v++) {
                    P_Q1_old[v] = p_q1[v];
                    p_q1[v] = P_Q1_old[v-1];
                   }
                   
                   //For the newest cohort where v = 1 (or 0 in C notation):
                   p_q1[0] = 0; //(Making space for next cohort arrival)
                   
                   //Note that the oldest cohort (p_q1_old[V-1]) is never used
                   //since p_q1[V-1] has already been transferred to First_re_test_Q1
                   
                   //Create placeholder arrays to store
                   // current queues
                   for(v=0; v<V; v++) {
                    Q1_old[v] = q_1[v];
                    QNC_old[v] = q_nc[v];
                   }
                   
                   //Add oldest cohort to backlog 
                   // v=V (or V-1 in C notation)
                   Backlog_Queue_1 = Backlog_Queue_1 + Q1_old[V-1];
                   Backlog_Queue_NC = Backlog_Queue_NC + QNC_old[V-1];
                   
                   //Update Q1 Sampling cohorts by 1
                   //For integer v in v>1 and v<=V 
                   // (or in C notation v = 1 to v <V):
                   for(v=1; v<V; v++) {
                    q_1[v] = Q1_old[v-1];
                    q_nc[v] = QNC_old[v-1];
                   }
                   
                   //Make space for newest cohort when v=1 
                   // (in C notation v = 0) :
                   q_1[0] = 0;
                   q_nc[0] = 0;
                   
                   //Queue 2
                   
                   //Add new cases to queue
                   Q_2 = Q_2+C_Q2;
                   
                   //Determine number of samples that will be tested from Queue 2
                   //Recall that L2 is the testing capacity available at the end of Queue 2.
                   L_2 = L_1;
                   
                   //If there is not enough testing capacity to test all of Queue 2
                   if (Q_2 > L_2){
                     total_samples_for_PCR_Testing_Q2 = L_2;
                     Q_2 = Q_2 - L_2;
                     L_2 = 0;
                    //Else if there is enough capcity to test all of Queue 2
                   }else{
                      total_samples_for_PCR_Testing_Q2 = Q_2;
                      Q_2 = 0;
                      L_2 = L_2 - total_samples_for_PCR_Testing_Q2;
                   }
                   
                   //Recall that we do not keep track of the results of the PCR testing in Queue 2, 
                   //as it will not impact the count of reported cases. 
                   //We are also not worried about lags here.
                   
                   //Queue 3
                   
                   //Initial states
                   neg_samples_Q3 = 0;
                   L_3 = L_2;
                   
                   //Take into account loss rate due to recovery
                   //NOT IMPLEMENTED YET
                   double mu_2 = gamma;
                   double single_cohort_loss = 0;
                   for(k=0; k<K; k++) {
                    single_cohort_loss = rbinom(q_3[k], 1 - exp(-mu_2*dt));
                    q_3[k] = q_3[k] - single_cohort_loss;
                   }
                   
                   double backlog_loss = rbinom(Backlog_Queue_3, 1 - exp(-mu_2*dt));
                   Backlog_Queue_3 = Backlog_Queue_3 - backlog_loss;
                   
                   //Simulate loss in Q3 backlog
                   
                   //Add new cases to Q3
                   q_3[0] = q_3[0] + C_Q3; 
                   
                   //Determine number of samples that will be tested from the backlog of Queue 3
                   //If Backlog is greater than testing capacity:
                   if(Backlog_Queue_3 > L_3){
                    total_samples_for_PCR_Testing_backlog_Q3 = L_3;
                    Backlog_Queue_3 = Backlog_Queue_3 - L_3;
                    L_3 = 0;
                    
                    //There is enough capcity to test the whole Q_3 backlog
                   }else{
                    total_samples_for_PCR_Testing_backlog_Q3 = Backlog_Queue_3;
                    L_3 = L_3 - total_samples_for_PCR_Testing_backlog_Q3;
                    Backlog_Queue_3 = 0;
                   }
                   
                   //Simulate PCR for backlogged cases in Q3
                   Y_Q3_backlog = rbinom(total_samples_for_PCR_Testing_backlog_lag_2_Q3, PCR_sens);
                   neg_samples_Q3 = neg_samples_Q3 + total_samples_for_PCR_Testing_backlog_lag_2_Q3 - Y_Q3_backlog;
                   
                   //Update PCR testing compartments for Q3 backlog
                   total_samples_for_PCR_Testing_backlog_lag_2_Q3 = total_samples_for_PCR_Testing_backlog_lag_1_Q3;
                   total_samples_for_PCR_Testing_backlog_lag_1_Q3 = total_samples_for_PCR_Testing_backlog_Q3;
                   
                   //Determine number of samples that will be tested from each sampling cohort of Queue 3
                   //Loop through each cohort in Queue 3 (Q3_k) starting with the oldest (Q3_K) 
                   // and ending with the most recent (Q3_1).
                   for(k=K-1; k>=0; k--) {
                    //If L_3 is smaller than cohort (i.e.  L_3 < Q_{3_k} :
                    if(q_3[k] > L_3){
                      total_samples_for_PCR_Testing_q3[k] = L_3;
                      q_3[k] = q_3[k] - L_3;
                      L_3 = 0;
                      
                      //There is enough capacity to test cohort $k$
                    }else{
                      total_samples_for_PCR_Testing_q3[k] = q_3[k];
                      q_3[k] = 0;
                      L_3 = L_3 - total_samples_for_PCR_Testing_q3[k];
                    }
                   }
                   
                   //Simulate PCR Testing on each sampling cohort in Q3
                   //Loop over all cohorts k from 1:K
                   for(k=0; k<K; k++) {
                    y_q3[k] = rbinom(total_samples_for_PCR_Testing_lag_2_q3[k], PCR_sens);
                    neg_samples_Q3 = neg_samples_Q3 + total_samples_for_PCR_Testing_lag_2_q3[k] - y_q3[k];
                   }
                   
                   //Update lags for total samples for PCR testing for Q3
                   for(k=0; k<K; k++) {
                    total_samples_for_PCR_Testing_lag_2_q3[k] = total_samples_for_PCR_Testing_lag_1_q3[k];
                    total_samples_for_PCR_Testing_lag_1_q3[k] = total_samples_for_PCR_Testing_q3[k];
                   }
                   
                   //Update positive case matrix (P_Q3)
                   //For all daily sampling cohorts k within the last 14 days:
                   for(k=0; k<K; k++) {
                    p_q3[k] = p_q3[k] + y_q3[k];
                   }
                   
                   //Re-testing (Add lagged positive samples from Queue 3 into Queue 4)
                   //The state variable First_re_test_Q3 are samples that we first re-sampled
                   // during the previous day. They now need to be re-sampled a second time.
                   Second_re_test_Q3 = First_re_test_Q3;
                   C_Q4 = Second_re_test_Q3;
                   
                   //Let K be the oldest cohort stored (K=14).
                   //This cohort will have their first re-sampling conducted.
                   // We use K-1 for C notation.
                   First_re_test_Q3 = p_q3[K-1];
                   C_Q4 = C_Q4 + First_re_test_Q3;
                     
                   //Increment P_Q3 Sampling Cohorts
                   P_Q3_old[0] = p_q3[0]; //Store first cohort 
                   //For k in 2:K: (or in C notation k in 1:K-1):
                   for(k=1; k<K; k++) {
                    P_Q3_old[k] = p_q3[k];
                    p_q3[k] = P_Q3_old[k-1];
                   }
                   
                   //For the newest cohort where k = 1 (or k=0 in C notation):
                   p_q3[0] = 0; //(Making space for next cohort arrival)
                   
                   //Note that the oldest cohort (p_q3_old[K-1]) is never used
                   //since p_q3[K-1] has already been transferred to First_re_test_Q3
                   
                   //Create placeholder array to store
                   // current Q3
                   for(k=0; k<K; k++) {
                    Q3_old[k] = q_3[k];
                   }
                   
                   //Add oldest cohort to backlog 
                   // k=K (or K-1 in C notation)
                   Backlog_Queue_3 = Backlog_Queue_3 + Q3_old[K-1];
                   
                   //Update Q3 Sampling cohorts by 1
                   //For integer k in k>1 and k<=K 
                   // (or in C notation k = 1 to k < K):
                   for(k=1; k<K; k++) {
                    q_3[k] = Q3_old[k-1];
                   }
                   
                   //Make space for newest cohort when k=1 
                   // (in C notation k = 0) :
                   q_3[0] = 0;
                   
                   //Queue 4
                   //Add new cases to queue
                   Q_4 = Q_4 + C_Q4;
                   
                   //Determine number of samples that will be tested from Queue 4
                   //Recall that L_4 is the testing capacity available at the end of Queue 4.
                   L_4 = L_3;
                   
                   //If there is insufficent capacity (Queue 4 is bigger than L_4)
                   if(Q_4>L_4){
                    total_samples_for_PCR_Testing_Q4 = L_4;
                    Q_4 = Q_4 - L_4;
                    L_4 = 0;
                    
                    //There is enough capacity(Q_4 < L_4)
                   }else{
                    total_samples_for_PCR_Testing_Q4 = Q_4;
                    Q_4 = 0;
                    L_4 = L_4 - total_samples_for_PCR_Testing_Q4;
                   }
                   
                   //Recall that we do not keep track of the results of the PCR testing in Queue 4,
                   //as it will not impact the count of reported cases. 
                   //We are also not worried about lags here,
                   //and we assume that all samples that enter Queue 4
                   //are eventually tested (no additional loss rates).
                   
                   //Queue 5:Asymptomatic Testing
                   
                   
                   total_sample_size = S + E_1 + E_2 + E_3 + E_4 + E_5 + I_P + I_S_1 + R_A + R_F + R_H;
                   multinom_prob[0] = PCR_sens*E_1/total_sample_size;
                   multinom_prob[1] = PCR_sens*E_2/total_sample_size;
                   multinom_prob[2] = PCR_sens*E_3/total_sample_size;
                   multinom_prob[3] = PCR_sens*E_4/total_sample_size;
                   multinom_prob[4] = PCR_sens*E_5/total_sample_size;
                   multinom_prob[5] = PCR_sens*I_P/total_sample_size;
                   multinom_prob[6] = PCR_sens*I_S_1/total_sample_size;
                   double total_Q5_prob = multinom_prob[0] +  multinom_prob[1] +  multinom_prob[2];
                   total_Q5_prob = total_Q5_prob +  multinom_prob[3] +  multinom_prob[4] +  multinom_prob[5];
                   total_Q5_prob = total_Q5_prob +  multinom_prob[6] ;
                   multinom_prob[7] = 1 -  total_Q5_prob;
                   //rmultinom(1,L_4,  &multinom_prob, &multinom_output);
                   rmultinom(L_4, &multinom_prob[0], 8,  &multinom_output[0]);
                   double E_1_infected = 0;
                   double E_2_infected = 0;
                   double E_3_infected = 0;
                   double E_4_infected = 0;
                   double E_5_infected = 0;
                   double I_P_infected = 0;
                   double I_S_1_infected = 0;
                   neg_samples_Q5 = 0;
                   
                   //Update population comparmtents 
                   E_1 = E_1 - E_1_infected;
                   E_2 = E_2 - E_2_infected;
                   E_3 = E_3 - E_3_infected;
                   E_4 = E_4 - E_4_infected;
                   E_5 = E_5 - E_5_infected;
                   I_P = I_P - I_P_infected;
                   I_S_1 = I_S_1 - I_S_1_infected;
                   
                   Y_Q5 = E_1_infected + E_2_infected + E_3_infected + E_4_infected + E_5_infected +I_P_infected + I_S_1_infected;
                   
                   A_T = A_T + Y_Q5;

                   //Calculate total cases to report
                   total_neg_samples_all_queues = 0;
                   for(v=0; v<V; v++) {
                    Y_sum = Y_sum + y_q1[v];
                    total_neg_samples_all_queues = total_neg_samples_all_queues +  y_qnc[v];
                  
                   }
                   for(k=0; k<K; k++) {
                    Y_sum = Y_sum + y_q3[k];

                   }
                   
                   Y_sum = Y_sum + Y_Q1_backlog + Y_Q3_backlog;
                   total_neg_samples_all_queues = total_neg_samples_all_queues +neg_samples_Q1;
                   total_neg_samples_all_queues = total_neg_samples_all_queues +neg_samples_Q3;
                   
                   //double positive_plus_negative_tests = Y_sum + total_neg_samples_all_queues;
                   
                   
                   
                   //Prop_Positive_Tests_Track = Y_sum/positive_plus_negative_tests;
                   //Toy Reporting (Queues not yet implemented)
                   //Y_Q1 = C_Q1;
                   //Y_Q3 = C_Q3;
                   //Y_sum = C_Q1 + C_Q3;
                   if(L_orig >0){
                      Prop_Positive_Tests_Track = Y_sum/L_orig;
                   }else{
                      Prop_Positive_Tests_Track = 0; //Assign 0 if no testing yet
                   }
                      

                  
                   
                   //Error checks- Bottom of model

                  if(R_A < 0 || R_F < 0 || R_H < 0 || I_A < 0 || I_P < 0 ||  I_H < 0 || I_S_1 < 0 || I_S_2 < 0 || S < 0 || N < 0 || Backlog_Queue_1 < 0 || Q_2 < 0 ||Backlog_Queue_3 < 0 || Q_4 < 0 |Backlog_Queue_NC < 0|| First_re_test_Q1 < 0 || Second_re_test_Q1 < 0 || First_re_test_Q3 < 0 || Second_re_test_Q3 < 0 || total_samples_for_PCR_Testing_backlog_Q1 < 0 || total_samples_for_PCR_Testing_backlog_lag_1_Q1 < 0 || total_samples_for_PCR_Testing_backlog_lag_2_Q1 < 0 || total_samples_for_PCR_Testing_backlog_Q3 < 0 || total_samples_for_PCR_Testing_backlog_lag_1_Q3 < 0 || total_samples_for_PCR_Testing_backlog_lag_2_Q3 < 0 ||total_samples_for_PCR_Testing_backlog_QNC < 0 || total_samples_for_PCR_Testing_backlog_lag_1_QNC < 0 || total_samples_for_PCR_Testing_backlog_lag_2_QNC < 0 || neg_samples_Q1 < 0 || neg_samples_Q3 < 0 || total_neg_samples_all_queues < 0 ||  L_advanced_2_days < 0 || G_w_y < 0 ||  L_int < 0 || F_w_y < 0 ||  L_1 < 0 ||  w < 0 ||  L_2 < 0 ||  L_3 < 0 ||  L_4 < 0 || y < 0){
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at bottom of process model   t = %lg \\n\", t);

                      

                  }
                  
                  sum_everything = R_A + R_F + R_H + I_A + I_P + I_H + I_S_1 + I_S_2 + S + N;
                  sum_everything = sum_everything + Backlog_Queue_1 + Backlog_Queue_3 + Backlog_Queue_NC + Q_2  + Q_4;
                  sum_everything = sum_everything + First_re_test_Q1 + First_re_test_Q3 +Second_re_test_Q1 + Second_re_test_Q3;
                  sum_everything = sum_everything + total_samples_for_PCR_Testing_backlog_Q1 + total_samples_for_PCR_Testing_backlog_Q3 + total_samples_for_PCR_Testing_backlog_QNC;
                  sum_everything = sum_everything + total_samples_for_PCR_Testing_backlog_lag_1_Q1 + total_samples_for_PCR_Testing_backlog_lag_1_Q3 + total_samples_for_PCR_Testing_backlog_lag_1_QNC;
                  sum_everything = sum_everything + total_samples_for_PCR_Testing_backlog_lag_2_Q1 + total_samples_for_PCR_Testing_backlog_lag_2_Q3 + total_samples_for_PCR_Testing_backlog_lag_2_QNC;
                  sum_everything = sum_everything + neg_samples_Q1 + neg_samples_Q3 + total_neg_samples_all_queues;
                  sum_everything = sum_everything + L_advanced_2_days + G_w_y + F_w_y + L_int + L_1 + L_2 + L_3 + L_4 + w + y;
                  if(isnan(sum_everything)){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at bottom of process model t = %lg \\n\", t);

                  }
                  
                  //Check Exposed Compartments
                  for(m=0; m<M; m++) {
                    if(isnan(e[m])){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at bottom of process model t = %lg \\n\", t);
                  
                    }
                    if(e[m] < 0) {
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at bottom of process model   t = %lg \\n\", t);
                    }
                  }
                  
                  //Check Q_1 and Q_NC arrays
                  for(v=0; v<V; v++) {
                    if(isnan(q_1[v]) || isnan(q_nc[v]) || isnan(p_q1[v]) || isnan(total_samples_for_PCR_Testing_q1[v]) || isnan(total_samples_for_PCR_Testing_qnc[v]) || isnan(total_samples_for_PCR_Testing_lag_1_q1[v]) || isnan(total_samples_for_PCR_Testing_lag_1_qnc[v]) || isnan(total_samples_for_PCR_Testing_lag_2_q1[v]) || isnan(total_samples_for_PCR_Testing_lag_2_qnc[v])){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at bottom of process model t = %lg \\n\", t);
                  
                    }
                    if(q_1[v] < 0 || q_nc[v] < 0 || p_q1[v] < 0 || total_samples_for_PCR_Testing_q1[v] < 0 || total_samples_for_PCR_Testing_qnc[v] < 0 || total_samples_for_PCR_Testing_lag_1_q1[v] < 0 || total_samples_for_PCR_Testing_lag_1_qnc[v] < 0 || total_samples_for_PCR_Testing_lag_2_q1[v] < 0 || total_samples_for_PCR_Testing_lag_2_qnc[v] < 0 ) {
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at bottom of process model   t = %lg \\n\", t);
                    }
                  }
                  
                  //Check Q_3 Arrays
                  for(k=0; k<K; k++) {
                    if(isnan(q_3[k]) || isnan(p_q3[k]) || isnan(total_samples_for_PCR_Testing_q3[k]) || isnan(total_samples_for_PCR_Testing_lag_1_q3[k]) || isnan(total_samples_for_PCR_Testing_lag_2_q3[k]) || isnan(q_3[k])){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at bottom of process model t = %lg \\n\", t);
                  
                    }
                    if(q_3[k] < 0 || p_q3[k] < 0 || total_samples_for_PCR_Testing_q3[k] < 0 || total_samples_for_PCR_Testing_lag_1_q3[k] < 0 || total_samples_for_PCR_Testing_lag_2_q3[k] < 0 ) {
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at bottom of process model   t = %lg \\n\", t);
                    }
                  }
                  
                  int print_out_bottom = (Error_Printing_Complete == FALSE) & (Neg_State_Value_Detected == TRUE || NAN_State_Value_Detected == TRUE);
                  if(print_out_bottom){
                      Rprintf(\"I_S_1 = %lg \\n\", I_S_1);
                      Rprintf(\"I_S_2 = %lg \\n\", I_S_2);
                      Rprintf(\"I_H = %lg \\n\", I_H);
                      Rprintf(\"I_A = %lg \\n\", I_A);
                      Rprintf(\"I_P = %lg \\n\", I_P);

                      Rprintf(\"Backlog_Queue_1 = %lg \\n\", Backlog_Queue_1);
                      Rprintf(\"Backlog_Queue_3 = %lg \\n\", Backlog_Queue_3);
                      Rprintf(\"Backlog_Queue_NC = %lg \\n\", Backlog_Queue_NC);
                      
                      Rprintf(\"First_re_test_Q1 = %lg \\n\", First_re_test_Q1);
                      Rprintf(\"First_re_test_Q3 = %lg \\n\", First_re_test_Q3);
                      Rprintf(\"Second_re_test_Q1 = %lg \\n\", Second_re_test_Q1);
                      Rprintf(\"Second_re_test_Q3 = %lg \\n\", Second_re_test_Q3);
                      
                      
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_Q1 = %lg \\n\", total_samples_for_PCR_Testing_backlog_Q1);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_1_Q1 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_1_Q1);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_2_Q1 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_2_Q1);
                      
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_Q3 = %lg \\n\", total_samples_for_PCR_Testing_backlog_Q3);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_1_Q3 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_1_Q3);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_2_Q3 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_2_Q3);
                      
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_QNC = %lg \\n\", total_samples_for_PCR_Testing_backlog_QNC);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_1_QNC = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_1_QNC);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_2_QNC = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_2_QNC);
                      
                      Rprintf(\"neg_samples_Q1 = %lg \\n\", neg_samples_Q1);
                      Rprintf(\"neg_samples_Q3 = %lg \\n\", neg_samples_Q3);
                      Rprintf(\"total_neg_samples_all_queues = %lg \\n\", total_neg_samples_all_queues);
                      
                      Rprintf(\"Q_2 = %lg \\n\", Q_2);
                      Rprintf(\"Q_4 = %lg \\n\", Q_4);
                      
                      Rprintf(\"F_w_y = %lg \\n\", F_w_y);
                      Rprintf(\"w = %lg \\n\", w);
                      Rprintf(\"y = %lg \\n\", y);
                      
                      Rprintf(\"E_1 = %lg \\n\", E_1);
                      Rprintf(\"E_2 = %lg \\n\", E_2);
                      Rprintf(\"E_3 = %lg \\n\", E_3);
                      Rprintf(\"E_4 = %lg \\n\", E_4);
                      Rprintf(\"E_5 = %lg \\n\", E_5);
                      Rprintf(\"I_P = %lg \\n\", I_P);
                      
                      Rprintf(\"dE_m_E_m_1[M-2] = %lg \\n\", dE_m_E_m_1[M-2]);
                      Rprintf(\"lambda_FOI = %lg \\n\", lambda_FOI);
                      Rprintf(\"E_1_infected = %lg \\n\", E_1_infected);
                      Rprintf(\"dSE_1 = %lg \\n\", dSE_1);
                      Rprintf(\"dE_m_E_m_1[0] = %lg \\n\", dE_m_E_m_1[0]);
                      Rprintf(\"beta_t = %lg \\n\", beta_t);
                      Rprintf(\"beta_a = %lg \\n\", beta_a);
                      Rprintf(\"dE_m_E_m_1[0] = %lg \\n\", dE_m_E_m_1[0]);
                      Rprintf(\"dE_m_E_m_1[1] = %lg \\n\", dE_m_E_m_1[1]);
                      Rprintf(\"dE_m_E_m_1[2] = %lg \\n\", dE_m_E_m_1[2]);
                      
                      Rprintf(\"dI_P_I_A = %lg \\n\", dI_P_I_A);
                      Rprintf(\"dI_P_I_S_1 = %lg \\n\", dI_P_I_S_1);
                      Rprintf(\"dE_M_I_P = %lg \\n\", dE_M_I_P);
                      
                      

                      Rprintf(\"R_H = %lg \\n\", R_H);

                      Rprintf(\"R_A = %lg \\n\", R_A);
                      Rprintf(\"R_F = %lg \\n\", R_F);

                      Rprintf(\"N = %lg \\n\", N);
                      Rprintf(\"S = %lg \\n\", S);
                      
                      Rprintf(\"L_advanced_2_days = %lg \\n\", L_advanced_2_days);
                      Rprintf(\"G_w_y = %lg \\n\", G_w_y);
                      Rprintf(\"L_int = %lg \\n\", L_int);
                      Rprintf(\"L_1 = %lg \\n\", L_1);
                      Rprintf(\"L_2 = %lg \\n\", L_2);
                      Rprintf(\"L_3 = %lg \\n\", L_3);
                      Rprintf(\"L_4 = %lg \\n\", L_4);
                      
                      Rprintf(\"Print out params  p_S = %lg \\n\", p_S);
                      Rprintf(\"p_H_cond_S = %lg \\n\", p_H_cond_S);
                      Rprintf(\"phi_E = %lg \\n\", phi_E);
                      Rprintf(\"phi_U = %lg \\n\", phi_U);
                      Rprintf(\"phi_S = %lg \\n\", phi_S);
                      Rprintf(\"h_V = %lg \\n\", h_V);
                      Rprintf(\"gamma = %lg \\n\", gamma);
                      Rprintf(\"R_0 = %lg \\n\", R_0);
                      Rprintf(\"b_q = %lg \\n\", b_q);
                      Rprintf(\"b_a = %lg \\n\", b_a);
                      Rprintf(\"b_p = %lg \\n\", b_p);
                      Rprintf(\"z_0 = %lg \\n\", z_0);
                      Rprintf(\"E_0 = %lg \\n\", E_0);
                      Rprintf(\"N_0 = %lg \\n\", N_0);
                      Rprintf(\"C_0 = %lg \\n\", C_0);
                      Rprintf(\"G_w_y_scaling = %lg \\n\", G_w_y_scaling);
                      
                      Rprintf(\"quarantine_start_time = %lg \\n\", quarantine_start_time);
                      Rprintf(\"PCR_sens = %lg \\n\", PCR_sens);
                      Rprintf(\"sigma_M = %lg \\n\", sigma_M);
                      
                      Rprintf(\"beta_w_3 = %lg \\n\", beta_w_3);
                      Rprintf(\"beta_w_2 = %lg \\n\", beta_w_2);
                      Rprintf(\"beta_w_1 = %lg \\n\", beta_w_1);
                      Rprintf(\"beta_w_0 = %lg \\n\", beta_w_0);
                      Rprintf(\"g_0 = %lg \\n\", g_0);
                      Rprintf(\"g_F = %lg \\n\", g_F);
                      Rprintf(\"sigma_epsilon = %lg \\n\", sigma_epsilon);
                      
                      //Print out exposed compartments
                      for(m=0; m<M; m++) {
                        Rprintf(\"m = %d \\n\", m);
                        Rprintf(\"e[m] = %lg \\n\", e[m]);
                      }
                      
                      //Print out Q_1 and Q_NC compartments
                      for(v=0; v<V; v++) {
                        Rprintf(\"v = %d \\n\", v);
                        Rprintf(\"q_1[v] = %lg \\n\", q_1[v]);
                        Rprintf(\"q_nc[v] = %lg \\n\", q_nc[v]);
                        Rprintf(\"p_q1[v] = %lg \\n\", p_q1[v]);
                        Rprintf(\"y_q1[v] = %lg \\n\", y_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_q1[v] = %lg \\n\", total_samples_for_PCR_Testing_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_qnc[v] = %lg \\n\", total_samples_for_PCR_Testing_qnc[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_1_q1[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_1_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_1_qnc[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_1_qnc[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_2_q1[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_2_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_2_qnc[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_2_qnc[v]);
                      }
                      
                      //Print out Q_3 compartments
                      for(k=0; k<K; k++) {
                        Rprintf(\"k = %d \\n\", k);
                        Rprintf(\"q_3[k] = %lg \\n\", q_3[k]);
                        Rprintf(\"p_q3[k] = %lg \\n\", p_q3[k]);
                        Rprintf(\"y_q3[k] = %lg \\n\", y_q3[k]);
                        Rprintf(\"total_samples_for_PCR_Testing_q3[k] = %lg \\n\", total_samples_for_PCR_Testing_q3[k]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_1_q3[k] = %lg \\n\", total_samples_for_PCR_Testing_lag_1_q3[k]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_2_q3[k] = %lg \\n\", total_samples_for_PCR_Testing_lag_2_q3[k]);
                      }
                      

                      Error_Printing_Complete = TRUE;
                  }
                  
                   
                   ")

Initialization Csnippet

init <- Csnippet("
                  //Rprintf(\"At top of init N_0 = %lg \\n\", N_0);
                  //Rprintf(\"At top of init E_0 = %lg \\n\", E_0);
                  
                  int M = (int) M_0; //Number of exposed compartments
                  int V = (int) V_0; //Number of days spent in hospital (number of cohorts in Queues 1 and NC)
                  int K = (int) K_0; //Number of days spent in quarantine (number of cohorts in Queue 3)
                  
                  int m; //Exposed compartment number
                  int v; //Queue 1/ Queue NC cohort number
                  int k; //Queue 3 cohort number
                  
                  //Declare E pointer array
                  double *e=&E_1;
                  
                  //Declare Queue 1 pointer arrays
                  double *q_1=&Q_1_1;
                  double *p_q1=&P_Q1_1;
                  double *total_samples_for_PCR_Testing_q1=&total_samples_for_PCR_Testing_Q1_1;
                  double *total_samples_for_PCR_Testing_lag_1_q1=&total_samples_for_PCR_Testing_lag_1_Q1_1;
                  double *total_samples_for_PCR_Testing_lag_2_q1=&total_samples_for_PCR_Testing_lag_2_Q1_1;
                  double *y_q1=&Y_Q1_1;
                  
                  //Declare Queue NC pointer arrays
                  double *q_nc=&Q_NC_1;
                  double *total_samples_for_PCR_Testing_qnc=&total_samples_for_PCR_Testing_QNC_1;
                  double *total_samples_for_PCR_Testing_lag_1_qnc=&total_samples_for_PCR_Testing_lag_1_QNC_1;
                  double *total_samples_for_PCR_Testing_lag_2_qnc=&total_samples_for_PCR_Testing_lag_2_QNC_1;
                  double *y_qnc=&Y_QNC_1;
                  
                  //Declare Queue 3 pointer arrays
                  double *q_3=&Q_3_1;
                  double *p_q3=&P_Q3_1;
                  double *total_samples_for_PCR_Testing_q3=&total_samples_for_PCR_Testing_Q3_1;
                  double *total_samples_for_PCR_Testing_lag_1_q3=&total_samples_for_PCR_Testing_lag_1_Q3_1;
                  double *total_samples_for_PCR_Testing_lag_2_q3=&total_samples_for_PCR_Testing_lag_2_Q3_1;
                  double *y_q3=&Y_Q3_1;

                  double E_init_total = 0;
                  double I_init_total = 0;
                  
                  if(z_0 > N_0){
                      I_init_total = nearbyint(N_0);
                      E_init_total = 0;
                      S = 0;
                  }else{
                      if(E_0 > N_0){
                          E_init_total = nearbyint(N_0);
                          I_init_total = 0;
                          S = 0;
                      }else{
                        E_init_total = nearbyint(E_0);
                        int extra_cap = nearbyint(N_0) - nearbyint(E_0);
                        if(extra_cap < nearbyint(z_0)){
                          I_init_total = nearbyint(extra_cap);
                          S = 0;
                        }else{
                          I_init_total = nearbyint(z_0);
                          S = nearbyint(N_0) - nearbyint(z_0) - nearbyint(E_0);
                        }
                      }
                  }
                  
                  //Assign early stage infections
                  double time_pre_symp = 1/phi_U;
                  double time_symp = 1/phi_S;
                  double prop_time_pre_symp = time_pre_symp/(time_pre_symp + time_symp);
                  
                  double total_init_I_symp = nearbyint(p_S*I_init_total);
                  I_A = nearbyint((1-p_S)*I_init_total);
                  
                  I_P = nearbyint(prop_time_pre_symp*total_init_I_symp);
                  I_S_1 = nearbyint((1-prop_time_pre_symp)*total_init_I_symp);
                  
                  //Late stage infection compartments
                  I_S_2 = 0;
                  I_H = 0;

                  //Recovered Compartments
                  R_A = 0;
                  R_F = 0;
                  R_H = 0;
  
                  //Whole Population
                  N = nearbyint(N_0);
                  
                  //Asymptomatic Testing Positive Cases (in isolation)
                  A_T = 0;
                  
                  //Transmission Rate
                  double total_time_infected = (1/gamma) + (1/phi_S);
                  double gamma_total = 1/total_time_infected;
                  double Beta_0 = R_0*(gamma_total);
                  beta_t = Beta_0;
                  //Reported Cases
                  C_Q1 = nearbyint(p_H_cond_S*C_0);
                  C_Q2 = 0;
                  C_Q3 = nearbyint((1-p_H_cond_S)*C_0);
                  C_Q4 = 0;
                  
                  
                  
                  Y_sum = 0;
                  
                  //Queue
                  L_int = nearbyint(L_advanced_2_days);
                  L_1 = 0;
                  L_2 = 0;
                  L_3 = 0;
                  L_4 = 0;
                  
                  Prop_Positive_Tests_Track = 0;
                  
                  G_w_y = 0;
                  
                  Q_2 = 0;
                  Q_4 = 0;
                  
                  
                  Backlog_Queue_1 = 0;
                  Backlog_Queue_NC = 0;
                  Backlog_Queue_3 = 0;
                  
                  First_re_test_Q1 = 0;
                  First_re_test_Q3 = 0;
                  
                  Second_re_test_Q1 = 0;
                  Second_re_test_Q3 = 0;
                  
                  total_samples_for_PCR_Testing_backlog_QNC = 0;
                  total_samples_for_PCR_Testing_backlog_Q1 = 0;
                  total_samples_for_PCR_Testing_backlog_Q3 = 0;
                  
                  total_samples_for_PCR_Testing_backlog_lag_1_Q1 = 0;
                  total_samples_for_PCR_Testing_backlog_lag_1_Q3 = 0;
                  total_samples_for_PCR_Testing_backlog_lag_1_QNC = 0;
                  
                  total_samples_for_PCR_Testing_backlog_lag_2_Q1 = 0;
                  total_samples_for_PCR_Testing_backlog_lag_2_Q3 = 0;
                  total_samples_for_PCR_Testing_backlog_lag_2_QNC = 0;
                  
                  total_samples_for_PCR_Testing_Q2 = 0;
                  total_samples_for_PCR_Testing_Q4 = 0;
                  
                  neg_samples_Q1 = 0;
                  neg_samples_Q3 = 0;
                  neg_samples_Q5 = 0;
                  total_neg_samples_all_queues = 0;
                  
                  Y_Q1_backlog = 0;
                  Y_QNC_backlog = 0;
                  Y_Q3_backlog = 0;
                  
                  //Initialize Q5 variables
                  infected_sample_size = 0;
                  total_sample_size = 0;
                  prob_infected_Q5 = 0;
                  total_samples_for_PCR_Testing_Q5 = 0;
                  Y_Q5 = 0;
                  
                  //Initialize Arrays
                  //Exposed compartment (including first one)
                  for(m = 0; m < M; m++){
                    e[m] = nearbyint(E_init_total/5);
                  }
                  
                  //Queue 1 and Queue NC arrays
                  for(v = 0; v < V; v++){
                    q_1[v] = 0;
                    q_nc[v] = 0;
                    p_q1[v] = 0;
                    total_samples_for_PCR_Testing_q1[v] = 0;
                    total_samples_for_PCR_Testing_qnc[v] = 0;
                    total_samples_for_PCR_Testing_lag_1_q1[v] = 0;
                    total_samples_for_PCR_Testing_lag_1_qnc[v] = 0;
                    total_samples_for_PCR_Testing_lag_2_q1[v] = 0;
                    total_samples_for_PCR_Testing_lag_2_qnc[v] = 0;
                    y_q1[v] = 0;
                    y_qnc[v] = 0;
                  }
                  
                  //Queue 3 arrays
                  for(k = 0; k < K; k++){
                    q_3[k] = 0;
                    p_q3[k] = 0;
                    total_samples_for_PCR_Testing_q3[k] = 0;
                    total_samples_for_PCR_Testing_lag_1_q3[k] = 0;
                    total_samples_for_PCR_Testing_lag_2_q3[k] = 0;
                    y_q3[k] = 0;
                  }
                  
                  //Set Flags
                  Neg_State_Value_Detected = FALSE;
                  NAN_State_Value_Detected = FALSE;
                  Error_Printing_Complete = FALSE;
                  
                  //Rprintf(\"At init N = %lg \\n\", N);
                  //Rprintf(\"At init S = %lg \\n\", S);
                  //Rprintf(\"At init E_1 = %lg \\n\", E_1);
                  //Rprintf(\"At init I_P = %lg \\n\", I_P);
                  //Rprintf(\"At init I_S_1 = %lg \\n\", I_S_1);
                  //Rprintf(\"At init C_Q1 = %lg \\n\", C_Q2);

                 ")

Parameter Transforms

par_trans = parameter_trans(log = c("R_0", "gamma", "h_V",
                                    "phi_E", "phi_U", "phi_S",
                                    "E_0", "z_0", "N_0", "C_0", "sigma_M"),
                            logit = c("PCR_sens", "p_S", "p_H_cond_S",
                                      "b_q", "b_a", "b_p", "G_w_y_scaling"))

Measurement Model

rmeas <- Csnippet("
                  double size = 1.0/sigma_M/sigma_M;
                  Y = rnbinom_mu(size,Y_sum);
                  double prop_sd = sqrt(Prop_Positive_Tests_Track*(1-Prop_Positive_Tests_Track)/L_int);
                  obs_prop_positive = rnorm(Prop_Positive_Tests_Track, prop_sd);
                  ")
dmeas <- Csnippet("
                  if(isnan(Y)){
                    lik = 0;
                  }else{
                    if(G_w_y_scaling > 0.33){
                      lik = -39;
                    }else{
                      double size = 1.0/sigma_M/sigma_M;
                      static double tol = 0.1;
                      double prop_sd = sqrt(Prop_Positive_Tests_Track*(1-Prop_Positive_Tests_Track)/L_int);
                      double lik_2 = dnorm(obs_prop_positive,Prop_Positive_Tests_Track,prop_sd,1);
                      lik = dnbinom_mu(Y,size,Y_sum+tol,1);
                    }
                    
                    
                  }
                      
                  
                  //Debugging Print Code
                  //Rprintf(\"t = %lg \\n\", t);
                  //Rprintf(\"I_S_1 = %lg \\n\", I_S_1);
                  //Rprintf(\"Lik = %lg \\n\", lik);
                  //Rprintf(\"Y = %lg \\n\", Y);
                  //Rprintf(\"Y_sum = %lg \\n\", Y_sum);
                  //Rprintf(\"tol = %lg \\n\", tol);
                  //Rprintf(\"size = %lg \\n\", size);

                  if (!give_log) lik = exp(lik);
                  ")

Simulate from reasonable parameters

Definte reasonable parameters

##Initial param guesses



phi_E = 1.09
phi_U = phi_E
phi_S = 1/5

h_V = 1/13

p_S = 0.90
p_H_cond_S = 0.30

gamma = 1/3

true_quarantine_start_time= as.Date("2020-03-23")
true_social_distancing_start_time = as.Date("2020-03-19")
converted_quarantine_start_time = true_quarantine_start_time - true_start_date
converted_quarantine_start_time
## Time difference of 22 days
quarantine_start_time = as.numeric(converted_quarantine_start_time)

converted_social_distancing_start_time = true_social_distancing_start_time - true_start_date
converted_social_distancing_start_time
## Time difference of 18 days
social_distancing_start_time = as.numeric(converted_social_distancing_start_time)


PCR_sens = 0.90


b_a = 0

R_0 = 3
b_q = .20

b_p = 1;

E_0 = 15200
z_0 = 2200
N_0 = 8.0e6
C_0 = 0

sigma_M = 0.25

G_w_y_scaling = 0.162
param_vec = c(M_0 = M,
              V_0 = V,
              K_0 = K,
              phi_E = phi_E,
              phi_U = phi_U,
              phi_S = phi_S,
              h_V = h_V,
              p_S = p_S,
              p_H_cond_S = p_H_cond_S,
              gamma = gamma,
              quarantine_start_time = quarantine_start_time,
              social_distancing_start_time = social_distancing_start_time,
              PCR_sens = PCR_sens,
              b_q = b_q,
              b_a = b_a,
              b_p = b_p,
              R_0 = R_0,
              E_0 = E_0,
              z_0 = z_0,
              N_0 = N_0,
              C_0 = C_0,
              sigma_M = sigma_M,
              beta_w_3 = beta_w_3,
              beta_w_2 = beta_w_2,
              beta_w_1 = beta_w_1,
              beta_w_0 = beta_w_0,
              g_0 = g_0,
              g_F = g_F,
              sigma_epsilon = sigma_epsilon,
              G_w_y_scaling = G_w_y_scaling)
param_vec
##                          M_0                          V_0 
##                 5.000000e+00                 1.300000e+01 
##                          K_0                        phi_E 
##                 1.400000e+01                 1.090000e+00 
##                        phi_U                        phi_S 
##                 1.090000e+00                 2.000000e-01 
##                          h_V                          p_S 
##                 7.692308e-02                 9.000000e-01 
##                   p_H_cond_S                        gamma 
##                 3.000000e-01                 3.333333e-01 
##        quarantine_start_time social_distancing_start_time 
##                 2.200000e+01                 1.800000e+01 
##                     PCR_sens                          b_q 
##                 9.000000e-01                 2.000000e-01 
##                          b_a                          b_p 
##                 0.000000e+00                 1.000000e+00 
##                          R_0                          E_0 
##                 3.000000e+00                 1.520000e+04 
##                          z_0                          N_0 
##                 2.200000e+03                 8.000000e+06 
##                          C_0                      sigma_M 
##                 0.000000e+00                 2.500000e-01 
##                     beta_w_3                     beta_w_2 
##                 1.215073e-02                 9.810086e-01 
##                     beta_w_1                     beta_w_0 
##                -3.723481e+01                 2.294094e+02 
##                          g_0                          g_F 
##                 1.183300e+03                 1.162005e-01 
##                sigma_epsilon                G_w_y_scaling 
##                 1.091121e+02                 1.620000e-01

Call simulate

sim_data = simulate(nsim = 100,
                    seed = 23456,
                    times = Observed_data$times,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = param_vec,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    covar = covar,
                    format = "data.frame",
                    obs = FALSE)
## in 'pomp': the unrecognized argument 'obs' is available for use by the POMP basic components.
#head(sim_data)

Plot from simulated data

sim_data_median_Y = aggregate(Y ~ time, sim_data, median)
sim_data_quant = aggregate(Y ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_quant$Y = as.data.frame(sim_data_quant$Y)
colnames(sim_data_quant$Y) = c("Q2.5", "Q97.5")



comp_data = data.frame(time = sim_data_median_Y$time,
                       sim_data_median = sim_data_median_Y$Y,
                      sim_data_low_Q = sim_data_quant$Y$Q2.5,
                      sim_data_high_Q = sim_data_quant$Y$Q97.5,
                       true_data = Observed_data$Y)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme_white_background +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
   geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  median_legend_lab +
   xlab("Days since March 1 2020")+
  ylab("Observed Daily Cases")
p

figure_name = paste0("../Figures/Local_Simulation_Tests/", model_name, "_test_sim_from_inital_params.png")
png(figure_name)
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(sim_data_low_Q),
                  ymax = log(sim_data_high_Q)), fill = "grey70") +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable)) +
  rahul_theme +
  theme_white_background +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
  geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  median_legend_lab +
   xlab("Days since March 1 2020")+
  ylab("Observed Daily Cases")
p

### S over N

sim_data$S_over_N = sim_data$S/sim_data$N

sim_data_S_over_N_median = aggregate(S_over_N ~ time, sim_data, median)
sim_data_S_over_N_quant = aggregate(S_over_N ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_S_over_N_quant$S_over_N = as.data.frame(sim_data_S_over_N_quant$S_over_N)
colnames(sim_data_S_over_N_quant$S_over_N) = c("Q2.5", "Q97.5")


comp_data = data.frame(time = sim_data_S_over_N_median$time,
                       sim_data_median = sim_data_S_over_N_median$S_over_N,
                      sim_data_low_Q = sim_data_S_over_N_quant$S_over_N$Q2.5,
                      sim_data_high_Q = sim_data_S_over_N_quant$S_over_N$Q97.5)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("S over N")
p

png("../Figures/MIF_local_test_results/N_13_Model_sim_test_params_S_over_N.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

###Diagnostic Plotting

  state_var_list = colnames(sim_data)
  combined_sim_var_df = data.frame(matrix(nrow = 0, ncol = 5))
  colnames(combined_sim_var_df) = c("time", "median", "low_Q", "high_Q",
                                    "var")
  for(var_index in seq(from = 3, to = length(state_var_list))){

    single_var = state_var_list[var_index]
    #print(single_var)
    single_var_data = dplyr::select(sim_data,
                                    time,
                                    .id,
                                    target_var = single_var)

    single_var_df = single_var_data %>%
      group_by(time)%>%
      summarize(median = median(target_var),
                low_Q = quantile(target_var, 0.025),
                high_Q = quantile(target_var, 0.975)) %>%
      as.data.frame() %>%
      mutate(var = single_var)

    combined_sim_var_df = rbind(combined_sim_var_df, single_var_df)
  }

  epi_comp_list = c("S", "E_1","I_P","I_S_1", "I_S_2", "I_A", "I_H", "R_A", "R_F", "R_H", "A_T", "beta")

S_Comp_only = combined_sim_var_df %>%
  filter(var %in% epi_comp_list)
p = ggplot(data = S_Comp_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab("Days since March 1, 2020")+
  ylab("State variable value") +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
  facet_wrap(~var, scales = "free_y") +
    geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  theme(legend.position = "none")
p

  Accum_and_pop_var_list = c("C_Q1", "C_Q2","C_QNC",
                             "C_Q3","C_Q4",
                             "Y_sum", "N", "G_w_y")
  Accum_and_pop_var_only = combined_sim_var_df %>%
  filter(var %in% Accum_and_pop_var_list)
  p = ggplot(data = Accum_and_pop_var_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab("Days since March 1, 2020")+
  ylab("State variable value") +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
    geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  facet_wrap(~var, scales = "free_y") +
  theme(legend.position = "none")
p

  Queue_comp_list = c("Backlog_Queue_1",  "Backlog_Queue_NC", "Q_2","Backlog_Queue_3", "Q_4",
                      "neg_samples_Q1", "neg_samples_Q3", "total_neg_samples_all_queues", "L_int")


Queue_Comp_only = combined_sim_var_df %>%
  filter(var %in% Queue_comp_list)
p = ggplot(data = Queue_Comp_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
  geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab("Days since March 1, 2020")+
  ylab("State variable value") +
  facet_wrap(~var, scales = "free_y") +
  theme(legend.position = "none")
p

flag_list = c( "Neg_State_Value_Detected",
               "NAN_State_Value_Detected",
               "Error_Printing_Complete")
flag_only = combined_sim_var_df %>%
  filter(var %in% flag_list)

p = ggplot(data = flag_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
  geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab("Days since March 1, 2020")+
  ylab("State variable value") +
  facet_wrap(~var, scales = "free_y") +
  theme(legend.position = "none")
p

backlog_var_list = c( "Backlog_Queue_1",
               "total_samples_for_PCR_Testing_backlog_Q1",
               "total_samples_for_PCR_Testing_backlog_lag_1_Q1",
               "total_samples_for_PCR_Testing_backlog_lag_2_Q1",
               "Backlog_Queue_NC",
               "total_samples_for_PCR_Testing_backlog_QNC",
               "total_samples_for_PCR_Testing_backlog_lag_1_QNC",
               "total_samples_for_PCR_Testing_backlog_lag_2_QNC",
               "Backlog_Queue_3",
               "total_samples_for_PCR_Testing_backlog_Q3",
               "total_samples_for_PCR_Testing_backlog_lag_1_Q3",
               "total_samples_for_PCR_Testing_backlog_lag_2_Q3")
backlog_var_only = combined_sim_var_df %>%
  filter(var %in% backlog_var_list)

p = ggplot(data = backlog_var_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
  geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab("Backlog Variables Only -Days since March 1, 2020")+
  ylab("State variable value") +
  facet_wrap(~var, scales = "free_y") +
  theme(legend.position = "none")
p

queues_2_and_4_var_list = c("C_Q2","Q_2",
               "total_samples_for_PCR_Testing_Q2",
               "C_Q4", "Q_4",
               "total_samples_for_PCR_Testing_Q4",
               "Y_Q5", "neg_samples_Q5", "L_4")
queues_2_and_4_var_only = combined_sim_var_df %>%
  filter(var %in% queues_2_and_4_var_list)

p = ggplot(data = queues_2_and_4_var_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab("Queues 2 and 4 Variables Only -Days since March 1, 2020")+
  ylab("State variable value") +
  facet_wrap(~var, scales = "free_y") +
  theme(legend.position = "none")
p

### Hospitalization Comparison with Syndrome Surveliance

obs_resp_synd_df_raw = read.csv(
     file = "../Generated_Data/simulated_non_COVID_data.csv")
#head(obs_resp_synd_df_raw)

Array diagnostic testing

Exposed state compartments

exposed_list = sprintf("E_%d",1:M)
exposed_only = combined_sim_var_df %>%
  filter(var %in% exposed_list)

p = ggplot(data = exposed_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
   geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab("Days since March 1, 2020")+
  ylab("State variable value") +
  facet_wrap(~var, scales = "free_y") +
  theme(legend.position = "none")
p

Queue 1 Testing

Queue 1 Compartments

variables_to_loop_through = c("Q_1_","P_Q1_",
                            "total_samples_for_PCR_Testing_Q1_",
                            "total_samples_for_PCR_Testing_lag_1_Q1_",
                            "total_samples_for_PCR_Testing_lag_2_Q1_",
                            "Y_Q1_",
                            "Q_NC_",
                            "total_samples_for_PCR_Testing_QNC_",
                            "total_samples_for_PCR_Testing_lag_1_QNC_",
                            "total_samples_for_PCR_Testing_lag_2_QNC_",
                            "Y_QNC_",
                            "Q_3_",
                            "P_Q3_",
                            "total_samples_for_PCR_Testing_Q3_",
                            "total_samples_for_PCR_Testing_lag_1_Q3_",
                            "total_samples_for_PCR_Testing_lag_2_Q3_",
                            "Y_Q3_")
Array_size_list = c(rep(V, 11), rep(K,6))

plot_array_var = function(array_var, Array_size){
single_var_array_list = sprintf(paste0(array_var,"%d"),1:Array_size)
array_vars_only = combined_sim_var_df %>%
  filter(var %in% single_var_array_list)

p = ggplot(data = array_vars_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
   geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab(paste0(array_var,"-","Days since March 1, 2020"))+
  ylab("State variable value") +
  facet_wrap(~var, scales = "free_y") +
  theme(legend.position = "none")
print(p)
}

for(array_var_index in seq(1:length(variables_to_loop_through))){
  plot_array_var(array_var = variables_to_loop_through[array_var_index],
               Array_size = Array_size_list[array_var_index])
}

Queue 1 Passage Check

total_cases_entering_Q1 = sim_data %>%
  dplyr::select(time,.id,C_Q1, Y_sum, neg_samples_Q1, Q_1_2,
                Q_1_3, Q_1_13,
                total_samples_for_PCR_Testing_Q1_1,
                total_samples_for_PCR_Testing_Q1_2,
                total_samples_for_PCR_Testing_Q1_3,
                total_samples_for_PCR_Testing_Q1_4,
                total_samples_for_PCR_Testing_Q1_5,
                total_samples_for_PCR_Testing_Q1_6,
                total_samples_for_PCR_Testing_Q1_7,
                total_samples_for_PCR_Testing_Q1_8,
                total_samples_for_PCR_Testing_Q1_9,
                total_samples_for_PCR_Testing_Q1_10,
                total_samples_for_PCR_Testing_Q1_11,
                total_samples_for_PCR_Testing_Q1_12,
                total_samples_for_PCR_Testing_Q1_13,
                total_samples_for_PCR_Testing_backlog_Q1) %>%
  group_by(.id) %>%
  summarize(total_cases_entering_Q1 = sum(C_Q1),
            total_cases_tested_in_first_cohort = sum(total_samples_for_PCR_Testing_Q1_1),
            total_cases_with_at_least_two_cohorts = sum(Q_1_2),
            total_cases_tested_in_second_cohort = sum(total_samples_for_PCR_Testing_Q1_2),
            total_cases_with_at_least_three_cohorts = sum(Q_1_3),
            total_cases_tested_in_3_cohort = sum(total_samples_for_PCR_Testing_Q1_3),
            total_cases_tested_in_4_cohort = sum(total_samples_for_PCR_Testing_Q1_4),
            total_cases_tested_in_5_cohort = sum(total_samples_for_PCR_Testing_Q1_5),
            total_cases_tested_in_6_cohort = sum(total_samples_for_PCR_Testing_Q1_6),
            total_cases_tested_in_7_cohort = sum(total_samples_for_PCR_Testing_Q1_7),
            total_cases_tested_in_8_cohort = sum(total_samples_for_PCR_Testing_Q1_8),
            total_cases_tested_in_9_cohort = sum(total_samples_for_PCR_Testing_Q1_9),
            total_cases_tested_in_10_cohort = sum(total_samples_for_PCR_Testing_Q1_10),
            total_cases_tested_in_11_cohort = sum(total_samples_for_PCR_Testing_Q1_11),
            total_cases_tested_in_12_cohort = sum(total_samples_for_PCR_Testing_Q1_12),
            total_cases_tested_in_13_cohort = sum(total_samples_for_PCR_Testing_Q1_13),
            total_cases_tested_from_backlog = sum(total_samples_for_PCR_Testing_backlog_Q1),
            total_cases_with_at_least_thirteen_cohorts = sum(Q_1_13),
            true_positives_from_Q1 = sum(Y_sum),
            false_negatives_from_Q1 = sum(neg_samples_Q1)) %>%
  as.data.frame() %>%
  mutate(total_cases_leaving_Q1 = true_positives_from_Q1 +
           false_negatives_from_Q1,
         total_cases_in_queue_after_one_cohort = total_cases_tested_in_first_cohort +
           total_cases_with_at_least_two_cohorts,
         total_cases_in_queue_after_two_cohorts = total_cases_tested_in_first_cohort +
           total_cases_tested_in_second_cohort +total_cases_with_at_least_three_cohorts,
         total_cases_in_queue_after_12_cohorts =total_cases_tested_in_first_cohort +
           total_cases_tested_in_second_cohort +
           total_cases_tested_in_3_cohort +
           total_cases_tested_in_4_cohort +
           total_cases_tested_in_5_cohort +
           total_cases_tested_in_6_cohort +
           total_cases_tested_in_7_cohort +
           total_cases_tested_in_8_cohort +
           total_cases_tested_in_9_cohort +
           total_cases_tested_in_10_cohort +
           total_cases_tested_in_11_cohort +
           total_cases_tested_in_12_cohort +
           total_cases_with_at_least_thirteen_cohorts,
         total_cases_tested_in_queue_including_from_backlog =
           total_cases_tested_in_first_cohort +
           total_cases_tested_in_second_cohort +
           total_cases_tested_in_3_cohort +
           total_cases_tested_in_4_cohort +
           total_cases_tested_in_5_cohort +
           total_cases_tested_in_6_cohort +
           total_cases_tested_in_7_cohort +
           total_cases_tested_in_8_cohort +
           total_cases_tested_in_9_cohort +
           total_cases_tested_in_10_cohort +
           total_cases_tested_in_11_cohort +
           total_cases_tested_in_12_cohort +
           total_cases_tested_in_13_cohort +
           total_cases_tested_from_backlog) %>%
  mutate(overall_queue_gap = total_cases_entering_Q1-total_cases_leaving_Q1,
         gap_after_first_cohort = total_cases_entering_Q1 - total_cases_in_queue_after_one_cohort,
         gap_after_second_cohort = total_cases_entering_Q1 - total_cases_in_queue_after_two_cohorts,
         gap_after_12_cohorts = total_cases_entering_Q1 - total_cases_in_queue_after_12_cohorts,
         gap_after_all_compartments = total_cases_entering_Q1 - total_cases_tested_in_queue_including_from_backlog)

#total_cases_entering_Q1
total_cases_entering_Q1 = sim_data %>%
  dplyr::select(time,.id,C_Q1, Y_sum, neg_samples_Q1, Q_1_2,
                Q_1_3, Q_1_13,
                total_samples_for_PCR_Testing_lag_2_Q1_1,
                total_samples_for_PCR_Testing_lag_2_Q1_2,
                total_samples_for_PCR_Testing_lag_2_Q1_3,
                total_samples_for_PCR_Testing_lag_2_Q1_4,
                total_samples_for_PCR_Testing_lag_2_Q1_5,
                total_samples_for_PCR_Testing_lag_2_Q1_6,
                total_samples_for_PCR_Testing_lag_2_Q1_7,
                total_samples_for_PCR_Testing_lag_2_Q1_8,
                total_samples_for_PCR_Testing_lag_2_Q1_9,
                total_samples_for_PCR_Testing_lag_2_Q1_10,
                total_samples_for_PCR_Testing_lag_2_Q1_11,
                total_samples_for_PCR_Testing_lag_2_Q1_12,
                total_samples_for_PCR_Testing_lag_2_Q1_13,
                total_samples_for_PCR_Testing_backlog_lag_2_Q1) %>%
  group_by(.id) %>%
  summarize(total_cases_entering_Q1 = sum(C_Q1),
            total_cases_tested_in_first_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_1),
            total_cases_with_at_least_two_cohorts = sum(Q_1_2),
            total_cases_tested_in_second_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_2),
            total_cases_with_at_least_three_cohorts = sum(Q_1_3),
            total_cases_tested_in_3_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_3),
            total_cases_tested_in_4_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_4),
            total_cases_tested_in_5_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_5),
            total_cases_tested_in_6_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_6),
            total_cases_tested_in_7_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_7),
            total_cases_tested_in_8_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_8),
            total_cases_tested_in_9_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_9),
            total_cases_tested_in_10_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_10),
            total_cases_tested_in_11_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_11),
            total_cases_tested_in_12_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_12),
            total_cases_tested_in_13_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_13),
            total_cases_tested_from_backlog = sum(total_samples_for_PCR_Testing_backlog_lag_2_Q1),
            total_cases_with_at_least_thirteen_cohorts = sum(Q_1_13),
            true_positives_from_Q1 = sum(Y_sum),
            false_negatives_from_Q1 = sum(neg_samples_Q1)) %>%
  as.data.frame() %>%
  mutate(total_cases_leaving_Q1 = true_positives_from_Q1 +
           false_negatives_from_Q1,
         total_cases_in_queue_after_one_cohort = total_cases_tested_in_first_cohort +
           total_cases_with_at_least_two_cohorts,
         total_cases_in_queue_after_two_cohorts = total_cases_tested_in_first_cohort +
           total_cases_tested_in_second_cohort +total_cases_with_at_least_three_cohorts,
         total_cases_in_queue_after_12_cohorts =total_cases_tested_in_first_cohort +
           total_cases_tested_in_second_cohort +
           total_cases_tested_in_3_cohort +
           total_cases_tested_in_4_cohort +
           total_cases_tested_in_5_cohort +
           total_cases_tested_in_6_cohort +
           total_cases_tested_in_7_cohort +
           total_cases_tested_in_8_cohort +
           total_cases_tested_in_9_cohort +
           total_cases_tested_in_10_cohort +
           total_cases_tested_in_11_cohort +
           total_cases_tested_in_12_cohort +
           total_cases_with_at_least_thirteen_cohorts,
         total_cases_tested_in_queue_including_from_backlog =
           total_cases_tested_in_first_cohort +
           total_cases_tested_in_second_cohort +
           total_cases_tested_in_3_cohort +
           total_cases_tested_in_4_cohort +
           total_cases_tested_in_5_cohort +
           total_cases_tested_in_6_cohort +
           total_cases_tested_in_7_cohort +
           total_cases_tested_in_8_cohort +
           total_cases_tested_in_9_cohort +
           total_cases_tested_in_10_cohort +
           total_cases_tested_in_11_cohort +
           total_cases_tested_in_12_cohort +
           total_cases_tested_in_13_cohort +
           total_cases_tested_from_backlog) %>%
  mutate(overall_queue_gap = total_cases_entering_Q1-total_cases_leaving_Q1,
         gap_after_first_cohort = total_cases_entering_Q1 - total_cases_in_queue_after_one_cohort,
         gap_after_second_cohort = total_cases_entering_Q1 - total_cases_in_queue_after_two_cohorts,
         gap_after_12_cohorts = total_cases_entering_Q1 - total_cases_in_queue_after_12_cohorts,
         gap_after_all_compartments = total_cases_entering_Q1 - total_cases_tested_in_queue_including_from_backlog)

#total_cases_entering_Q1

Check end of first sim run

sim_data_first_run_only = sim_data %>%
  filter(.id == 1)
#head(sim_data_first_run_only)
sim_data_first_run_only$total_samples_for_PCR_Testing_lag_1_Q1_1[nrow(sim_data_first_run_only)]
## [1] 307
sim_data_first_run_only$total_samples_for_PCR_Testing_Q1_1[nrow(sim_data_first_run_only)]
## [1] 307
sim_data_first_run_only$total_samples_for_PCR_Testing_lag_2_Q1_1[nrow(sim_data_first_run_only)]
## [1] 306
sim_data_waiting_for_testing_at_end = sim_data %>%
  dplyr::select(time, .id, total_samples_for_PCR_Testing_lag_1_Q1_1,
                total_samples_for_PCR_Testing_lag_2_Q1_1) %>%
  filter(time == max(sim_data$time)) %>%
  mutate(total_waiting_for_testing = total_samples_for_PCR_Testing_lag_1_Q1_1 +
           total_samples_for_PCR_Testing_lag_2_Q1_1) %>%
  dplyr::select(.id, total_waiting_for_testing)
total_cases_entering_Q1_with_adj = join(total_cases_entering_Q1,
                                        sim_data_waiting_for_testing_at_end)
## Joining by: .id
total_cases_entering_Q1_with_adj_summary_df = total_cases_entering_Q1_with_adj %>%
  mutate(gap_adjusted_for_waiting = overall_queue_gap - total_waiting_for_testing) %>%
  dplyr::select(.id, total_cases_entering_Q1, true_positives_from_Q1, false_negatives_from_Q1,
                overall_queue_gap, total_waiting_for_testing, gap_adjusted_for_waiting)
#total_cases_entering_Q1_with_adj_summary_df
sum(total_cases_entering_Q1_with_adj_summary_df$gap_adjusted_for_waiting)
## [1] -14216013

Updated test

sim_data_first_run_only = sim_data %>%
  filter(.id == 1)
total_postive_cases_leaving_Q1 = sum(sim_data_first_run_only$Y_Q1_1 +
  sim_data_first_run_only$Y_Q1_2 +
  sim_data_first_run_only$Y_Q1_3 +
  sim_data_first_run_only$Y_Q1_4 +
  sim_data_first_run_only$Y_Q1_5 +
  sim_data_first_run_only$Y_Q1_6 +
  sim_data_first_run_only$Y_Q1_7 +
  sim_data_first_run_only$Y_Q1_8 +
  sim_data_first_run_only$Y_Q1_9 +
  sim_data_first_run_only$Y_Q1_10 +
  sim_data_first_run_only$Y_Q1_11 +
  sim_data_first_run_only$Y_Q1_12 +
  sim_data_first_run_only$Y_Q1_13 +
    sim_data_first_run_only$Y_Q1_backlog)

total_cases_entering_Q1_first_run_only = sum(sim_data_first_run_only$C_Q1)
gap = total_cases_entering_Q1_first_run_only - sum(sim_data_first_run_only$neg_samples_Q1) - total_postive_cases_leaving_Q1

gap
## [1] 613
waiting_to_be_tested = sim_data_first_run_only$total_samples_for_PCR_Testing_Q1_1[nrow(sim_data_first_run_only)] + sim_data_first_run_only$total_samples_for_PCR_Testing_Q1_2[nrow(sim_data_first_run_only)] +sim_data_first_run_only$total_samples_for_PCR_Testing_lag_1_Q1_1[nrow(sim_data_first_run_only)]

gap_taking_into_account_waiting = gap - waiting_to_be_tested
gap_taking_into_account_waiting
## [1] -1

Queue 2 Diagnostic Test

gap_check_Q2 = sim_data %>%
  dplyr::select(time, .id, total_samples_for_PCR_Testing_Q2, C_Q2) %>%
  group_by(.id) %>%
  summarize(total_samples_entering_Q2 = sum(C_Q2),
            total_samples_exiting_Q2 =
              sum(total_samples_for_PCR_Testing_Q2)) %>%
  as.data.frame() %>%
  mutate(Q2_gap = total_samples_entering_Q2 - total_samples_exiting_Q2)

#gap_check_Q2
sum(gap_check_Q2$Q2_gap)
## [1] 0

Queue 3 Diagnostic Tests

Queue 4 Diagnostic Test

gap_check_Q4 = sim_data %>%
  dplyr::select(time, .id, total_samples_for_PCR_Testing_Q4, C_Q4) %>%
  group_by(.id) %>%
  summarize(total_samples_entering_Q4 = sum(C_Q4),
            total_samples_exiting_Q4 =
              sum(total_samples_for_PCR_Testing_Q4)) %>%
  as.data.frame() %>%
  mutate(Q4_gap = total_samples_entering_Q4 - total_samples_exiting_Q4)

#gap_check_Q4
sum(gap_check_Q4$Q4_gap)
## [1] 0

Filter a simulation

single_sim_df= filter(sim_data, .id == 1)
pfilter_sim_data = dplyr::select(single_sim_df, time = time, Y = Y,
                                  obs_prop_positive = obs_prop_positive)
p = ggplot(data = pfilter_sim_data,(aes(x = time, y = Y))) + geom_point() + geom_line() + rahul_theme + xlab("Days since March 1, 2020")
p

p = ggplot(data = pfilter_sim_data,(aes(x = time, y = obs_prop_positive))) + geom_point() + geom_line() + rahul_theme + xlab("Days since March 1, 2020")
p

ptm <- proc.time()
pfilter_sim_output = pfilter(data = pfilter_sim_data,
                             seed = 12345,
                    times = pfilter_sim_data$time,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = param_vec,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    partrans = par_trans,
                    covar = covar,
                    format = "data.frame",
                    Np = 1000)
## in 'pomp': the unrecognized arguments 'seed','rmeas','format' are available for use by the POMP basic components.
## Warning: in 'pfilter': the 'tol' argument is deprecated and will be removed in a future release.
## Currently, the default value of 'tol' is 1e-17;
## in future releases, the value will be 0, and the option to choose otherwise will be removed.
proc.time() - ptm
##    user  system elapsed 
##   2.173   0.844   4.115
plot(pfilter_sim_output)

logLik(pfilter_sim_output)
## [1] -634.5671
eff.sample.size(pfilter_sim_output)
##  [1] 1000.0000 1000.0000  822.8959  827.2607  895.4643  694.1781  722.1916
##  [8]  840.3688  952.6023  916.7908  616.2541  977.6377  960.1219  989.0420
## [15]  999.7542  999.4488  988.0738  989.4586  999.7732  982.9085  999.1487
## [22]  971.0671  998.5513  989.9669  995.3015  996.7541  999.1043  998.8160
## [29]  995.4001  998.7204  999.9884  997.8091  983.9751  999.9525  995.9253
## [36]  999.9921  978.7933  998.3407  999.8346  999.5989  999.6782  987.1592
## [43]  995.4370  998.8890  999.5010  998.3581  990.2449  981.2046  995.4762
## [50]  997.8996  999.8326  998.1491  997.3239  996.9227  986.7272  991.5349
## [57]  997.1606  999.9627  997.9872  988.7210  995.7726  999.9529  993.3058
## [64]  992.9578  984.6960  955.6023  985.2161  969.6718  983.2718  963.0003
## [71]  989.1850  985.4363  979.5927  963.8444  995.3660  985.2345  978.5347
## [78]  988.3406  996.4984  999.8163  999.8727  994.6887  982.9813  979.4249
## [85]  991.7102  948.9667  969.9789  999.4882  981.5719
cond.logLik(pfilter_sim_output)
##  [1]  -0.0996888  -0.0996888  -1.5121728  -1.4993592  -2.6620947
##  [6]  -3.5757501  -3.1537671  -3.2815589  -3.4802516  -3.9078171
## [11]  -4.6995480  -4.4912572  -5.9208123  -5.4063077  -5.6856460
## [16]  -5.7695740  -7.5208211  -7.7615147  -7.7969200  -7.9739843
## [21]  -7.3912231  -9.7484393  -7.5903624  -8.5385805  -8.3814719
## [26]  -8.3600041  -7.9105109  -8.0336709 -10.3305543  -8.4517548
## [31]  -8.1944218  -9.4815952  -9.4502954  -8.1477611  -8.8093711
## [36]  -8.0526688 -11.4049169  -8.2748656  -7.8626049  -7.8268798
## [41]  -7.9232965  -9.0811852  -8.4037828  -7.9592648  -7.6996297
## [46]  -7.7226555  -8.4312445  -9.3720919  -8.1701706  -7.6123869
## [51]  -7.5241459  -7.5310685  -7.8172811  -7.5428679  -8.5789522
## [56]  -8.1312156  -7.4123701  -7.3332147  -7.3141693  -7.8110353
## [61]  -7.3387964  -7.2154021  -7.7320508  -7.3875221  -8.1192255
## [66]  -9.3094740  -7.9348453  -8.4018196  -7.9749913  -8.9058080
## [71]  -7.5821407  -7.6768323  -7.8990049  -8.4436768  -7.1455662
## [76]  -7.1931534  -7.6911871  -6.9917525  -6.7118502  -6.6631788
## [81]  -6.6627789  -6.6518449  -6.9389283  -6.9855587  -6.6195454
## [86]  -8.1453321  -7.1787869  -6.4725449  -6.6809928

Pfilter real data with 1 particle

ptm <- proc.time()
pfilter_real_output= pfilter(data = Observed_data,
                             seed = 12345,
                    times = Observed_data$times,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = param_vec,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    partrans = par_trans,
                    covar = covar,
                    format = "data.frame",
                    Np = 1)
## in 'pomp': the unrecognized arguments 'seed','rmeas','format' are available for use by the POMP basic components.
## Warning: in 'pfilter': the 'tol' argument is deprecated and will be removed in a future release.
## Currently, the default value of 'tol' is 1e-17;
## in future releases, the value will be 0, and the option to choose otherwise will be removed.
proc.time() - ptm
##    user  system elapsed 
##   1.235   0.116   1.451
#plot(pfilter_real_output)
logLik(pfilter_real_output)
## [1] -659.7182
eff.sample.size(pfilter_real_output)
##  [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [36] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [71] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
cond.logLik(pfilter_real_output)
##  [1]  -0.0996888  -0.0996888  -2.3543592  -1.6387175  -2.4285961
##  [6]  -7.2044660  -5.2613989  -2.4711308  -3.2147348  -5.8260158
## [11]  -3.6374770  -4.5489653 -13.6260444  -5.7575748  -8.4762177
## [16]  -6.9284486  -6.7128353  -7.1385674 -10.8640684  -7.6267655
## [21]  -7.9358032  -7.5374131  -7.5419022  -7.7293555  -7.9483923
## [26]  -7.9593722  -7.8977550  -8.1769115  -8.5601276  -8.7863171
## [31]  -8.3479813  -8.1403433  -8.2633010  -8.5155886  -8.0891566
## [36]  -8.0345201  -8.0747452  -8.4367213  -8.6767022  -9.2979086
## [41]  -8.3449749  -7.8228369  -7.7621475 -14.5219999  -8.7479715
## [46]  -8.2463578  -7.9729553  -7.6152949  -7.9090265  -7.6957805
## [51]  -7.5889196  -7.8961593 -10.1455353 -10.8904030  -7.8067501
## [56]  -7.4592594  -7.6531552  -7.3802052  -7.4756446  -7.2615531
## [61]  -7.8226361  -7.1614063  -8.1686850  -8.3378726  -7.4890696
## [66]  -7.0772493  -7.1676225  -7.0867771  -7.9152144  -8.5431736
## [71]  -9.2287064  -7.1984552  -6.9283318  -7.5076518  -6.8150898
## [76]  -7.2610213  -9.8035862 -10.1006793  -8.0118467  -6.5956952
## [81]  -7.3611886  -7.2663903  -6.8345802  -8.2566052  -8.7879777
## [86]  -7.3324063  -6.5433508  -6.4227113  -6.6292153

Pfilter real data with 1000 particles

ptm <- proc.time()
pfilter_real_output = pfilter(data = Observed_data,
                             seed = 12345,
                    times = Observed_data$times,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = param_vec,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    covar = covar,
                    partrans = par_trans,
                    format = "data.frame",
                    Np = 1000,
                    save.state = TRUE,
                    filter.mean = TRUE,
                    pred.mean = TRUE,
                    pred.var = TRUE)
## in 'pomp': the unrecognized arguments 'seed','rmeas','format' are available for use by the POMP basic components.
## Warning: in 'pfilter': the 'tol' argument is deprecated and will be removed in a future release.
## Currently, the default value of 'tol' is 1e-17;
## in future releases, the value will be 0, and the option to choose otherwise will be removed.
proc.time() - ptm
##    user  system elapsed 
##   3.259   0.459   3.885
#plot(pfilter_real_output)
logLik(pfilter_real_output)
## [1] -660.5064
eff.sample.size(pfilter_real_output)
##  [1] 1000.00000 1000.00000  860.92542  863.45776  915.96111   30.93751
##  [7]  316.99782  917.37446  868.55351  332.46667  987.16497  954.44809
## [13]  772.74552  949.50876  919.78600  974.25262  998.49445  999.59636
## [19]  987.42300  998.51550  994.68143  999.29812  999.79375  999.79455
## [25]  999.32026  999.42313  999.56793  996.70551  999.28306  993.83627
## [31]  999.49833  999.97361  999.97305  996.88538  999.09625  999.82300
## [37]  999.77882  997.91560  995.29054  986.39273  996.26182  999.48612
## [43]  999.95848  906.58743  990.60902  996.69726  998.27260  999.85539
## [49]  994.01309  996.78067  999.88253  996.89743  960.20492  951.03314
## [55]  996.53696  998.08286  992.67562  999.88482  998.21348  999.81296
## [61]  994.67723  999.06676  981.49319  976.49898  990.50070  999.87464
## [67]  995.84971  995.88743  981.48250  970.00104  949.71060  985.21381
## [73]  995.33729  990.79603  996.22561  983.88994  945.27856  936.81024
## [79]  961.56192  998.05562  974.08867  974.21555  985.24328  946.49864
## [85]  944.99298  967.24772  997.53953  999.77032  988.76079
cond.logLik(pfilter_real_output)
##  [1]  -0.0996888  -0.0996888  -1.6760813  -1.6724261  -2.3877219
##  [6]  -6.7907993  -5.0902432  -2.7633277  -3.4109779  -7.2673344
## [11]  -3.6394388  -4.5542859 -13.5775754  -5.8123581  -9.1494529
## [16]  -6.9193216  -6.7250214  -7.1513546 -10.9484879  -7.5586920
## [21]  -8.0289867  -7.4746149  -7.5526405  -7.7335059  -7.9017294
## [26]  -7.9881316  -7.8950431  -8.2469473  -8.5131910  -8.6689200
## [31]  -8.3347405  -8.1403551  -8.2668725  -8.4399791  -8.1101143
## [36]  -8.0179737  -8.0683536  -8.3361514  -8.6089833  -9.4746306
## [41]  -8.4119982  -7.7755358  -7.7624612 -14.3744100  -8.8009931
## [46]  -8.1668824  -7.9734441  -7.6182717  -7.9659527  -7.6970804
## [51]  -7.5929435  -7.8941533 -10.2198897 -10.5934509  -7.8262982
## [56]  -7.4218826  -7.7403670  -7.3760737  -7.5205076  -7.2576689
## [61]  -7.7035467  -7.1955095  -8.1855882  -8.3720354  -7.4389648
## [66]  -7.0825096  -7.1159313  -7.0979271  -7.8757229  -8.6401019
## [71]  -9.7643545  -7.3990748  -6.9367091  -7.3654671  -6.8487983
## [76]  -7.2972119  -9.5681447  -9.8504042  -8.2006024  -6.6461958
## [81]  -7.3229242  -7.2944366  -6.8373977  -8.1846831  -8.3598605
## [86]  -7.3051242  -6.6005761  -6.4123142  -6.5179165

Pfilter real data with 1000 particles

ptm <- proc.time()
pfilter_real_output = pfilter(data = Observed_data,
                             seed = 12345,
                    times = Observed_data$times,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = param_vec,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    covar = covar,
                    partrans = par_trans,
                    format = "data.frame",
                    Np = 1000,
                    save.state = TRUE,
                    filter.mean = TRUE,
                    pred.mean = TRUE,
                    pred.var = TRUE)
## in 'pomp': the unrecognized arguments 'seed','rmeas','format' are available for use by the POMP basic components.
## Warning: in 'pfilter': the 'tol' argument is deprecated and will be removed in a future release.
## Currently, the default value of 'tol' is 1e-17;
## in future releases, the value will be 0, and the option to choose otherwise will be removed.
proc.time() - ptm
##    user  system elapsed 
##   2.793   0.518   3.453
#plot(pfilter_real_output)
logLik(pfilter_real_output)
## [1] -660.0569
eff.sample.size(pfilter_real_output)
##  [1] 1000.0000 1000.0000  872.6099  866.6211  906.8266   11.7114  235.5257
##  [8]  889.4243  928.8694  321.8223  988.5628  963.2932  800.0830  941.3467
## [15]  902.5455  972.0921  998.4980  999.5302  981.3649  998.4477  994.7369
## [22]  999.2583  999.7937  999.7998  999.4203  999.4341  999.5663  997.0916
## [29]  999.2276  993.8485  999.4290  999.9740  999.9615  997.1057  999.1800
## [36]  999.8324  999.7893  997.9287  995.6525  986.6337  995.9539  999.4325
## [43]  999.9557  910.2386  990.3422  996.6242  998.1279  999.8340  993.2631
## [50]  996.7031  999.8843  997.4233  961.7734  956.7996  996.7989  997.5751
## [57]  992.1167  999.8980  998.2979  999.8296  994.9247  999.0325  981.3334
## [64]  978.4437  991.5570  999.8771  996.3608  995.9235  979.6567  968.4101
## [71]  952.9436  984.9676  995.1272  991.5863  996.0500  983.5628  943.7276
## [78]  932.6406  958.8601  998.1263  975.8021  973.1041  985.3507  952.4135
## [85]  944.7577  967.9395  997.4632  999.7564  989.8627
cond.logLik(pfilter_real_output)
##  [1]  -0.0996888  -0.0996888  -1.6543732  -1.6705225  -2.4045615
##  [6]  -6.6925808  -5.0715691  -2.8065531  -3.3290454  -7.1221765
## [11]  -3.6365864  -4.5903644 -13.5579525  -5.8316057  -9.1288159
## [16]  -6.9230583  -6.7283026  -7.1535868 -10.9027118  -7.5685200
## [21]  -8.0228460  -7.4770465  -7.5533880  -7.7320403  -7.9006101
## [26]  -7.9873691  -7.8964955  -8.2515451  -8.5146459  -8.6755981
## [31]  -8.3345206  -8.1403819  -8.2673316  -8.4471385  -8.1122005
## [36]  -8.0192492  -8.0677507  -8.3332880  -8.5981039  -9.4634489
## [41]  -8.4089934  -7.7775014  -7.7632784 -14.3259257  -8.7888778
## [46]  -8.1640544  -7.9704041  -7.6194947  -7.9714634  -7.7030284
## [51]  -7.5926868  -7.8895468 -10.2094983 -10.5612888  -7.8195638
## [56]  -7.4240997  -7.7423946  -7.3746939  -7.5173282  -7.2574549
## [61]  -7.7027731  -7.1969621  -8.1872209  -8.3975677  -7.4377201
## [66]  -7.0825109  -7.1164065  -7.1034661  -7.8760575  -8.6480277
## [71]  -9.7642078  -7.4059701  -6.9354149  -7.3607104  -6.8495455
## [76]  -7.2860066  -9.5473900  -9.8497125  -8.2013540  -6.6472937
## [81]  -7.3104429  -7.2955907  -6.8369304  -8.1775331  -8.3583426
## [86]  -7.3057191  -6.6019621  -6.4124372  -6.5128169

Analysis

filter_mean_mat = pfilter_real_output@filter.mean
filter_mean_df = filter_mean_mat%>%
  t() %>%
  as.data.frame()
#head(filter_mean_df)
filter_mean_df$times = filter_mean_mat %>%
  colnames() %>% as.numeric()
Y_sum_filter_mean = filter_mean_df %>%
  dplyr::select(times, Y_sum)



pred_var_df = pfilter_real_output@pred.var %>%
  t() %>%
  as.data.frame()
pred_var_df$times = filter_mean_mat %>%
  colnames() %>% as.numeric()

Y_sum_pred_var = pred_var_df %>%
  dplyr::select(times, Y_sum_var = Y_sum)

Y_sum_filter_mean_vs_obs = join(Y_sum_filter_mean, Observed_data)
## Joining by: times
Y_sum_filter_mean_vs_obs = join(Y_sum_filter_mean_vs_obs, Y_sum_pred_var)
## Joining by: times
size= (1/sigma_M/sigma_M)



Y_sum_filter_mean_vs_obs$Neg_binom_lik = dnbinom(Y_sum_filter_mean_vs_obs$Y, mu = Y_sum_filter_mean_vs_obs$Y_sum, size = size,
                                                log = TRUE)

plot_data = Y_sum_filter_mean_vs_obs %>%
  dplyr::select(times, Y_sum_filter_mean = Y_sum, Y) %>%
  melt(id.vars = "times")

p = ggplot(data = plot_data, aes(x = times, y = log(value), color = variable)) + geom_point() +
  geom_line() + rahul_theme
p

MIF to simulated data (Validation)

No truncation

mif_sim_data = pfilter_sim_data
mif_sim_file_name = paste0("../Generated_Data/MIF_local_test_results/mif_sim_test_data_", model_name, "_COVID_NYC.RData")
save(mif_sim_data,
     file = mif_sim_file_name)

##Plot simulated trajectory to be used for fitting

p = ggplot(data = mif_sim_data,(aes(x = time, y = Y))) + geom_point() + geom_line() + rahul_theme + xlab("Days since March 1, 2020")
p

Load parallelization libraries

library(foreach)
library(doParallel)
registerDoParallel()

Run pfilter repeatedly (test paralell structure)

library(doRNG)
## Loading required package: foreach
## Warning: package 'foreach' was built under R version 3.5.2
## 
## Attaching package: 'foreach'
## The following objects are masked from 'package:purrr':
## 
##     accumulate, when
## Loading required package: rngtools
## Loading required package: pkgmaker
## Loading required package: registry
## Warning: package 'registry' was built under R version 3.5.2
## 
## Attaching package: 'pkgmaker'
## The following object is masked from 'package:base':
## 
##     isFALSE
registerDoRNG(123456)
## Warning: executing %dopar% sequentially: no parallel backend registered
ptm <- proc.time()
rds_index = rds_index + 1
rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = rds_file_name,{
  foreach(i=1:10, .packages = 'pomp',
          .export = c("rproc", "rmeas", "dmeas", "init", "paramnames", "statenames", "obsnames",
                      "param_vec", "par_trans", "acumvarnames")
  ) %dopar% {
            pfilter(data = mif_sim_data,
                    times = mif_sim_data$time,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = param_vec,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    partrans = par_trans,
                    format = "data.frame",
                    covar = covar,
                    Np = 1000)
          }
}) ->pfilter_sim_par_output
proc.time() - ptm
##    user  system elapsed 
##   0.035   0.002   0.038
(L_pfilter_sim_par_output <- logmeanexp(sapply(pfilter_sim_par_output, logLik), se = TRUE))
##                        se 
## -634.5910408    0.0225914

Store results of pfilter run in likelihood csv file

results <- as.data.frame(as.list(c(coef(pfilter_sim_par_output[[1]]), logLik = L_pfilter_sim_par_output[1],
                                        loglik = L_pfilter_sim_par_output[2])))
results
result_output_file = paste0("covid_NYC_", model_name, "_sim_data_fit_params.csv")
write.csv(results, file = result_output_file, row.names = FALSE)

MIF Debug Test

One mif run, one particle

test_1_mif = mif2(
              data = mif_sim_data,
              times = mif_sim_data$time,
              t0 = t0,
              seed = 12345,
              rprocess = pomp::euler(rproc,delta.t = 1),
              params = param_vec,
              paramnames = paramnames,
              statenames = statenames,
              obsnames = obsnames,
              dmeas = dmeas,
              accumvars = acumvarnames,
              rinit = init,
              rmeas = rmeas,
              partrans = par_trans,
              start = param_vec,
              covar = covar,
              Np = 1,
              Nmif = 1,
              tol = 0,
              cooling.fraction.50 = 0.5,
              rw.sd = rw.sd(phi_E = 0,
                            phi_U = 0,
                            phi_S = 0,
                            h_V = 0,
                            p_S = 0.02,
                            p_H_cond_S = 0.02,
                            gamma = 0.02,
                            social_distancing_start_time = 0,
                            quarantine_start_time = 0,
                            z_0 = ivp(0),
                            E_0 = ivp(0.02),
                            N_0 = ivp(0),
                            C_0 = ivp(0),
                            PCR_sens = 0,
                            b_q = 0.02,
                            b_a = 0,
                            b_p = 0.02,
                            R_0 = 0.02,
                            sigma_M = 0.02,
                            beta_w_3 = 0,
                            beta_w_2 = 0,
                            beta_w_1 = 0,
                            beta_w_0 = 0,
                            g_0 = 0,
                            g_F = 0,
                            sigma_epsilon = 0,
                            G_w_y_scaling = 0))
rds_index = rds_index + 1
mif_50_rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = mif_50_rds_file_name,{
mif2(data = mif_sim_data,
              times = mif_sim_data$time,
              t0 = t0,
              seed = 12345,
              rprocess = pomp::euler(rproc,delta.t = 1),
              params = param_vec,
              paramnames = paramnames,
              statenames = statenames,
              obsnames = obsnames,
              dmeas = dmeas,
              accumvars = acumvarnames,
              rinit = init,
              rmeas = rmeas,
              partrans = par_trans,
              start = param_vec,
              covar = covar,
              Np = 2000,
              Nmif = 50,
              tol = 0,
              cooling.fraction.50 = 0.5,
              rw.sd = rw.sd(phi_E = 0,
                            phi_U = 0,
                            b_p = 0.02,
                            phi_S = 0,
                            h_V = 0,
                            p_S = 0.02,
                            p_H_cond_S = 0.02,
                            gamma = 0.02,
                            social_distancing_start_time = 0,
                            quarantine_start_time = 0,
                            z_0 = ivp(0),
                            E_0 = ivp(0.02),
                            N_0 = ivp(0),
                            C_0 = ivp(0),
                            PCR_sens = 0,
                            b_q = 0.02,
                            b_a = 0,
                            R_0 = 0.02,
                            sigma_M = 0.02,
                            beta_w_3 = 0,
                            beta_w_2 = 0,
                            beta_w_1 = 0,
                            beta_w_0 = 0,
                            g_0 = 0,
                            g_F = 0,
                            sigma_epsilon = 0,
                            G_w_y_scaling = 0)

            )}) ->test_mif
test_mif@eff.sample.size
##  [1] 2000.000 2000.000 1672.269 1655.275 1765.326 1343.013 1478.452
##  [8] 1679.874 1893.331 1830.731 1343.115 1954.870 1900.005 1950.851
## [15] 1982.888 1983.271 1940.581 1903.192 1890.288 1843.842 1972.358
## [22] 1420.622 1944.375 1713.325 1836.609 1888.541 1941.844 1938.557
## [29] 1893.365 1915.492 1984.431 1883.113 1591.026 1907.177 1945.900
## [36] 1984.944 1052.767 1939.495 1981.467 1977.352 1972.200 1669.041
## [43] 1842.137 1946.756 1976.211 1959.454 1790.085 1470.185 1861.254
## [50] 1950.758 1979.828 1959.188 1895.721 1931.883 1652.172 1832.251
## [57] 1929.855 1976.820 1949.804 1801.122 1933.835 1969.213 1797.919
## [64] 1883.722 1662.749 1416.915 1853.671 1539.339 1820.003 1657.623
## [71] 1938.808 1933.266 1909.995 1849.177 1984.017 1707.655 1936.007
## [78] 1755.251 1889.972 1953.790 1966.650 1877.812 1781.914 1789.327
## [85] 1911.600 1545.267 1811.514 1969.100 1912.241

Local MIF Search (Validation)

ptm = proc.time()
registerDoRNG(123456)
rds_index = rds_index + 1
parallel_mif_50_run_rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = parallel_mif_50_run_rds_file_name,{
  foreach(i=1:5,
          .packages = 'pomp',
          .combine = c,
          .export = c("rproc", "rmeas", "dmeas", "mif_sim_data", "init", "paramnames", "statenames", "obsnames",
                      "param_vec","par_trans", "acumvarnames")
          ) %dopar%
          {
            mif2(
              data = mif_sim_data,
              times = mif_sim_data$time,
              t0 = t0,
              rprocess = pomp::euler(rproc,delta.t = 1),
              params = param_vec,
              paramnames = paramnames,
              statenames = statenames,
              obsnames = obsnames,
              dmeas = dmeas,
              accumvars = acumvarnames,
              rinit = init,
              rmeas = rmeas,
              partrans = par_trans,
              start = param_vec,
              covar = covar,
              Np = 2000,
              Nmif = 50,
              cooling.fraction.50 = 0.5,
              rw.sd = rw.sd(phi_E = 0,
                            phi_U = 0,
                            b_p = 0.02,
                            phi_S = 0,
                            h_V = 0,
                            p_S = 0.02,
                            p_H_cond_S = 0.02,
                            gamma = 0.02,
                            social_distancing_start_time = 0,
                            quarantine_start_time = 0,
                            z_0 = ivp(0),
                            E_0 = ivp(0.02),
                            N_0 = ivp(0),
                            C_0 = ivp(0),
                            PCR_sens = 0,
                            b_q = 0.02,
                            b_a = 0,
                            R_0 = 0.02,
                            sigma_M = 0.02,
                            beta_w_3 = 0,
                            beta_w_2 = 0,
                            beta_w_1 = 0,
                            beta_w_0 = 0,
                            g_0 = 0,
                            g_F = 0,
                            sigma_epsilon = 0,
                            G_w_y_scaling = 0)
              )
          }
}) -> mifs_sim_data_local

mif_sim_local_output_file = paste0("../Generated_Data/MIF_local_test_results/", model_name, "_validation_5_mif_iterations_output.RData")
save(mifs_sim_data_local, file = mif_sim_local_output_file)
p = ggplot(data = melt(conv.rec(mifs_sim_data_local)),
           aes(x = iteration, y = value, group = L1, color = factor(L1))) +
  geom_line()+
  guides(color=FALSE)+
  facet_wrap(~variable, scales="free_y") + theme_bw()
## Warning: 'conv.rec' is deprecated and will be removed in a forthcoming
## release. Please use 'traces' instead.
p

mif_par_sim_fit_50_plot_file = paste0("../Figures/MIF_local_test_results/", model_name,
                                      "_test_mif_convergence_dem_stoch_plot_5_runs_50_iterations_from_sim_data_truth.png")
png(mif_par_sim_fit_50_plot_file)
print(p)
dev.off()
## quartz_off_screen 
##                 2
param_list = list()
pfilter_end_mean_list = vector(length = length(mifs_sim_data_local))
pfilter_end_se_list = vector(length = length(mifs_sim_data_local))
for(run_index in seq(1:length(mifs_sim_data_local))){
  print(run_index)
  single_mif_run_output = mifs_sim_data_local[[run_index]]
  param_list[[run_index]] = single_mif_run_output@params
  mif_test_end_par = param_list[[run_index]]


  #Get Final Pfilter Likelihood
registerDoRNG(123456)
ptm <- proc.time()
rds_index = rds_index + 1
bake(file = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds"),{
  foreach(i=1:10, .packages = 'pomp',
          .export = c("rproc", "rmeas", "dmeas", "mif_sim_data", "init", "paramnames", "statenames", "obsnames",
                      "mif_test_end_par", "par_trans", "acumvarnames")
  ) %dopar% {
            pfilter(data = mif_sim_data,
                    times = mif_sim_data$time,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = mif_test_end_par,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    covar = covar,
                    partrans = par_trans,
                    format = "data.frame",
                    Np = 1000)
          }
}) ->pfilter_sim_at_mif_end
proc.time() - ptm
pfilter_sim_at_mif_end <- logmeanexp(sapply(pfilter_sim_at_mif_end, logLik), se = TRUE)
pfilter_end_mean_list[run_index] = pfilter_sim_at_mif_end[[1]]
pfilter_end_se_list[run_index] = pfilter_sim_at_mif_end[[2]]

}
## [1] 1
## [1] 2
## [1] 3
## [1] 4
## [1] 5
#Get Pfilter Likelihood at Start
#registerDoRNG(123456)
ptm <- proc.time()
rds_index = rds_index + 1
pf_start_mif_sim_test_rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = pf_start_mif_sim_test_rds_file_name,{
  foreach(i=1:10, .packages = 'pomp',
          .export = c("rproc", "rmeas", "dmeas", "mif_sim_data", "init", "paramnames", "statenames", "obsnames",
                      "param_vec", "par_trans", "acumvarnames")
  ) %dopar% {
            pfilter(data = mif_sim_data,
                    times = mif_sim_data$time,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = param_vec,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    covar = covar,
                    partrans = par_trans,
                    format = "data.frame",
                    Np = 1000)
          }
}) ->pfilter_sim_at_mif_start
proc.time() - ptm
##    user  system elapsed 
##   0.136   0.004   0.142
L_pfilter_sim_at_mif_start <- logmeanexp(sapply(pfilter_sim_at_mif_start, logLik), se = TRUE)
L_pfilter_sim_at_mif_start
##                          se 
## -634.59484667    0.02017609
true_sim_mean = L_pfilter_sim_at_mif_start[[1]]
true_sim_se = L_pfilter_sim_at_mif_start[[2]]

pfilter_5_mif_data_analysis_value_storage = list(end_mean = pfilter_end_mean_list, end_se  = pfilter_end_se_list, start_mean = true_sim_mean,
                                              start_se = true_sim_se)
pfilter_5_mif_storage_file_name = paste0("../Generated_Data/MIF_local_test_results/", model_name,
                                         "_validation_5_mif_iterations_pfitler_likelihood_ranges.RData")
save(pfilter_5_mif_data_analysis_value_storage,
     file = pfilter_5_mif_storage_file_name)
plot_data = data.frame(iterations = seq(1:length(mifs_sim_data_local)), pfilter_end_mean = pfilter_end_mean_list,
                       pfilter_end_se = pfilter_end_se_list)


p = ggplot(data = plot_data, aes(x = iterations, y = pfilter_end_mean)) +
  geom_errorbar(aes(ymin = pfilter_end_mean - pfilter_end_se,
                    ymax = pfilter_end_mean + pfilter_end_se)) + geom_hline(yintercept = true_sim_mean,
                                                                            color = 'red')+
  geom_hline(yintercept = true_sim_mean - true_sim_se, color = 'blue') +
  geom_hline(yintercept = true_sim_mean + true_sim_se, color = 'blue')
p

mif_5_run_plot_file_name = paste0("../Figures/MIF_local_test_results/", model_name,
                              "_validation_plot_pfilter_ranges_for_5_mif_runs_of_50_iterations_blue_and_red_lines_are_pfilter_start_ranges.png")
png(mif_5_run_plot_file_name)
print(p)
dev.off()
## quartz_off_screen 
##                 2
mifs_sim_data_local[[5]]@params
##                          M_0                          V_0 
##                 5.000000e+00                 1.300000e+01 
##                          K_0                        phi_E 
##                 1.400000e+01                 1.090000e+00 
##                        phi_U                        phi_S 
##                 1.090000e+00                 2.000000e-01 
##                          h_V                          p_S 
##                 7.692308e-02                 9.097243e-01 
##                   p_H_cond_S                        gamma 
##                 2.897511e-01                 5.297658e-01 
##        quarantine_start_time social_distancing_start_time 
##                 2.200000e+01                 1.800000e+01 
##                     PCR_sens                          b_q 
##                 9.000000e-01                 1.890128e-01 
##                          b_a                          b_p 
##                 0.000000e+00                 1.000000e+00 
##                          R_0                          E_0 
##                 2.796794e+00                 1.398361e+04 
##                          z_0                          N_0 
##                 2.200000e+03                 8.000000e+06 
##                          C_0                      sigma_M 
##                 0.000000e+00                 2.730013e-01 
##                     beta_w_3                     beta_w_2 
##                 1.215073e-02                 9.810086e-01 
##                     beta_w_1                     beta_w_0 
##                -3.723481e+01                 2.294094e+02 
##                          g_0                          g_F 
##                 1.183300e+03                 1.162005e-01 
##                sigma_epsilon                G_w_y_scaling 
##                 1.091121e+02                 1.620000e-01
proc.time() - ptm
##    user  system elapsed 
##   0.806   0.056   0.931
p = ggplot(data = melt(conv.rec(test_mif)),
           aes(x = iteration, y = value, group = variable, color = factor(variable))) +
  geom_line()+
  guides(color=FALSE)+
  facet_wrap(~variable, scales="free_y") + theme_bw()
## Warning: 'conv.rec' is deprecated and will be removed in a forthcoming
## release. Please use 'traces' instead.
p
## Warning: Removed 2 rows containing missing values (geom_path).

test_mif_local_sim_results_plot_file_name = paste0("../Figures/MIF_local_test_results/", model_name,
                                                   "_test_mif_local_run_from_sim_data_true_parameters.png")
png(test_mif_local_sim_results_plot_file_name)
print(p)
## Warning: Removed 2 rows containing missing values (geom_path).
dev.off()
## quartz_off_screen 
##                 2

Get Final Pfilter Likelihood

registerDoRNG(123456)
ptm <- proc.time()
rds_index = rds_index + 1
pfilter_local_mif_test_end_rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = pfilter_local_mif_test_end_rds_file_name,{
  foreach(i=1:10, .packages = 'pomp',
          .export = c("rproc", "rmeas", "dmeas", "mif_sim_data", "init", "paramnames", "statenames", "obsnames",
                      "mif_test_end_par", "par_trans", "acumvarnames")
  ) %dopar% {
            pfilter(data = mif_sim_data,
                    times = mif_sim_data$time,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t =1),
                    params = mif_test_end_par,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    partrans = par_trans,
                    covar = covar,
                    tol = 0,
                    format = "data.frame",
                    Np = 1000)
          }
}) ->pfilter_sim_at_mif_end
proc.time() - ptm
##    user  system elapsed 
##   0.028   0.002   0.030
(L_pfilter_sim_at_mif_end <- logmeanexp(sapply(pfilter_sim_at_mif_end, logLik), se = TRUE))
##                          se 
## -635.53545433    0.03073157

Plot MIF results

Really long single MIF run

One mif run, 2000 particles, 100 iterations

ptm = proc.time()
rds_index = rds_index + 1
mif_100_iteration_run_rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = mif_100_iteration_run_rds_file_name,{
mif2(
              data = mif_sim_data,
              times = mif_sim_data$time,
              t0 = t0,
              seed = 12345,
              rprocess = pomp::euler(rproc,delta.t = 1),
              params = param_vec,
              paramnames = paramnames,
              statenames = statenames,
              obsnames = obsnames,
              dmeas = dmeas,
              accumvars = acumvarnames,
              rinit = init,
              rmeas = rmeas,
              covar = covar,
              partrans = par_trans,
              tol = 0,
              start = param_vec,
              Np = 2000,
              Nmif = 100,
              cooling.fraction.50 = 0.5,
              rw.sd = rw.sd(phi_E = 0,
                            phi_U = 0,
                            b_p = 0.02,
                            phi_S = 0,
                            h_V = 0,
                            p_S = 0.02,
                            p_H_cond_S = 0.02,
                            gamma = 0.02,
                            social_distancing_start_time = 0,
                            quarantine_start_time = 0,
                            z_0 = ivp(0),
                            E_0 = ivp(0.02),
                            N_0 = ivp(0),
                            C_0 = ivp(0),
                            PCR_sens = 0,
                            b_q = 0.02,
                            b_a = 0,
                            R_0 = 0.02,
                            sigma_M = 0.02,
                            beta_w_3 = 0,
                            beta_w_2 = 0,
                            beta_w_1 = 0,
                            beta_w_0 = 0,
                            g_0 = 0,
                            g_F = 0,
                            sigma_epsilon = 0,
                            G_w_y_scaling = 0)
              )
            }) -> long_mif_output
proc.time() - ptm
##    user  system elapsed 
##   0.014   0.001   0.017
long_mif_output@eff.sample.size
##  [1] 2000.000 2000.000 1658.657 1667.174 1776.289 1421.188 1500.460
##  [8] 1701.598 1900.442 1855.505 1381.408 1969.316 1924.394 1962.530
## [15] 1990.634 1991.666 1971.886 1940.407 1976.962 1985.419 1985.849
## [22] 1749.264 1973.103 1836.986 1934.591 1951.267 1968.905 1959.746
## [29] 1953.033 1958.131 1991.390 1935.318 1758.471 1956.837 1973.474
## [36] 1987.974 1308.706 1972.157 1983.355 1979.247 1987.817 1743.586
## [43] 1931.404 1978.923 1979.381 1962.988 1840.955 1688.561 1927.583
## [50] 1959.504 1986.927 1967.478 1946.485 1950.287 1773.416 1879.776
## [57] 1948.574 1988.262 1965.394 1869.329 1956.361 1984.840 1872.509
## [64] 1928.657 1757.003 1497.920 1856.990 1696.162 1820.191 1655.550
## [71] 1926.547 1918.902 1892.090 1811.345 1986.098 1811.710 1920.512
## [78] 1850.269 1940.755 1979.722 1985.686 1931.738 1852.036 1843.168
## [85] 1934.270 1627.991 1807.298 1971.030 1913.147
a = melt(conv.rec(long_mif_output))
## Warning: 'conv.rec' is deprecated and will be removed in a forthcoming
## release. Please use 'traces' instead.
p = ggplot(data = melt(conv.rec(long_mif_output)),
           aes(x = iteration, y = value, group = variable, color = factor(variable))) +
  geom_line()+
  guides(color=FALSE)+
  facet_wrap(~variable, scales="free_y") + theme_bw()
## Warning: 'conv.rec' is deprecated and will be removed in a forthcoming
## release. Please use 'traces' instead.
p
## Warning: Removed 2 rows containing missing values (geom_path).

mif_100_run_plot_file_name = paste0("../Figures/MIF_local_test_results/",
                                    model_name,
                                    "_test_mif_convergence_dem_stoch_plot_1_run_100_iterations_from_sim_data_truth.png")
png(mif_100_run_plot_file_name)
print(p)
## Warning: Removed 2 rows containing missing values (geom_path).
dev.off()
## quartz_off_screen 
##                 2
#Test pfilter likelihood at end of this simulation
mif_long_test_end_par = long_mif_output@params
registerDoRNG(123456)
ptm <- proc.time()
rds_index = rds_index + 1
pfilter_mif_sim_100_iteration_end_rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = pfilter_mif_sim_100_iteration_end_rds_file_name,{
  foreach(i=1:10, .packages = 'pomp',
          .export = c("rproc", "rmeas", "dmeas", "mif_sim_data", "init", "paramnames", "statenames", "obsnames",
                      "mif_long_test_end_par", "par_trans", "acumvarnames")
  ) %dopar% {
            pfilter(data = mif_sim_data,
                    times = mif_sim_data$time,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = mif_long_test_end_par,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    tol = 0,
                    rmeas = rmeas,
                    covar = covar,
                    partrans = par_trans,
                    format = "data.frame",
                    Np = 1000)
          }
}) ->pfilter_sim_at_long_mif_end
proc.time() - ptm
##    user  system elapsed 
##   0.114   0.002   0.117
(L_pfilter_sim_at_long_mif_end <- logmeanexp(sapply(pfilter_sim_at_long_mif_end, logLik), se = TRUE))
##                          se 
## -634.48228162    0.02216171
L_pfilter_sim_at_long_mif_end
##                          se 
## -634.48228162    0.02216171
Pfilter_LL_Mif_sim_100_runs_end_output_file_name  = paste0("../Generated_Data/MIF_local_test_results/", model_name,
                                                           "_validation_pfilter_ranges_100_iteration_single_MIF_run.RData")
save(L_pfilter_sim_at_long_mif_end,
     file = Pfilter_LL_Mif_sim_100_runs_end_output_file_name)
#-634.48228162    0.02216171
# This is not higher than the  true sim mean of    -634.59484667 (se 0.02017609 ), so did a longer run.

2nd really long single MIF run

One mif run, 2000 particles, 200 iterations

ptm = proc.time()
rds_index = rds_index + 1
mif_sim_250_run_output_rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = mif_sim_250_run_output_rds_file_name,{
 mif2(
              data = mif_sim_data,
              times = mif_sim_data$time,
              t0 = t0,
              seed = 23456,
              rprocess = pomp::euler(rproc,delta.t = 1),
              params = param_vec,
              paramnames = paramnames,
              statenames = statenames,
              obsnames = obsnames,
              dmeas = dmeas,
              accumvars = acumvarnames,
              rinit = init,
              rmeas = rmeas,
              covar = covar,
              partrans = par_trans,
              start = param_vec,
              Np = 2000,
              tol = 0,
              Nmif = 250,
              cooling.fraction.50 = 0.5,
              rw.sd = rw.sd(phi_E = 0,
                            phi_U = 0,
                            b_p = 0.02,
                            phi_S = 0,
                            h_V = 0,
                            p_S = 0.02,
                            p_H_cond_S = 0.02,
                            gamma = 0.02,
                            social_distancing_start_time = 0,
                            quarantine_start_time = 0,
                            z_0 = ivp(0),
                            E_0 = ivp(0.02),
                            N_0 = ivp(0),
                            C_0 = ivp(0),
                            PCR_sens = 0,
                            b_q = 0.02,
                            b_a = 0,
                            R_0 = 0.02,
                            sigma_M = 0.02,
                            beta_w_3 = 0,
                            beta_w_2 = 0,
                            beta_w_1 = 0,
                            beta_w_0 = 0,
                            g_0 = 0,
                            g_F = 0,
                            sigma_epsilon = 0,
                            G_w_y_scaling = 0)
            ) }) -> long_mif_output_2
proc.time() - ptm
##    user  system elapsed 
##   0.011   0.001   0.013
long_mif_output_2@eff.sample.size
##  [1] 2000.000 2000.000 1652.707 1657.081 1825.524 1466.311 1451.078
##  [8] 1739.621 1938.373 1904.170 1380.220 1970.080 1934.482 1967.967
## [15] 1996.379 1998.742 1980.614 1972.238 1998.730 1996.256 1997.522
## [22] 1938.914 1995.719 1973.693 1989.573 1992.725 1995.175 1993.385
## [29] 1986.130 1997.685 1998.899 1989.275 1964.832 1996.224 1996.119
## [36] 1997.047 1872.057 1996.394 1996.811 1995.516 1998.737 1945.281
## [43] 1989.412 1997.680 1995.170 1990.411 1958.328 1940.573 1987.444
## [50] 1989.686 1997.280 1990.761 1992.303 1986.202 1951.586 1974.929
## [57] 1987.465 1998.409 1991.101 1959.258 1984.291 1998.468 1973.043
## [64] 1974.266 1937.570 1827.380 1946.674 1899.473 1936.995 1844.680
## [71] 1961.264 1953.455 1927.734 1873.165 1984.777 1944.266 1930.761
## [78] 1953.118 1985.652 1997.627 1997.598 1980.349 1945.574 1937.913
## [85] 1976.300 1840.455 1913.364 1992.527 1959.289
a = melt(conv.rec(long_mif_output_2))
## Warning: 'conv.rec' is deprecated and will be removed in a forthcoming
## release. Please use 'traces' instead.
p = ggplot(data = melt(conv.rec(long_mif_output_2)),
           aes(x = iteration, y = value, group = variable, color = factor(variable))) +
  geom_line()+
  guides(color=FALSE)+
  facet_wrap(~variable, scales="free_y") + theme_bw()
## Warning: 'conv.rec' is deprecated and will be removed in a forthcoming
## release. Please use 'traces' instead.
p
## Warning: Removed 2 rows containing missing values (geom_path).

MIF_sim_250_run_output_plot_file_name = paste0("../Figures/MIF_local_test_results/",
                                               model_name, "_test_mif_convergence_dem_stoch_plot_1_run_200_iterations_from_sim_data_truth.png")
png(MIF_sim_250_run_output_plot_file_name)
print(p)
## Warning: Removed 2 rows containing missing values (geom_path).
dev.off()
## quartz_off_screen 
##                 2
#Test pfilter likelihood at end of this simulation
mif_long_test_end_par_2 = long_mif_output_2@params
registerDoRNG(234567)
ptm <- proc.time()
rds_index = rds_index + 1
pfilter_long_mif_sim_250_iterations_end_output_rds_file = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = pfilter_long_mif_sim_250_iterations_end_output_rds_file,{
  foreach(i=1:10, .packages = 'pomp',
          .export = c("rproc", "rmeas", "dmeas", "mif_sim_data", "init", "paramnames", "statenames", "obsnames", "covar",
                      "mif_long_test_end_par_2", "par_trans", "acumvarnames")
  ) %dopar% {
            pfilter(data = mif_sim_data,
                    times = mif_sim_data$time,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = mif_long_test_end_par_2,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    tol = 0,
                    rmeas = rmeas,
                    covar = covar,
                    partrans = par_trans,
                    format = "data.frame",
                    Np = 1000)
          }
}) ->pfilter_sim_at_long_mif_end_2
proc.time() - ptm
##    user  system elapsed 
##   0.136   0.003   0.141
(L_pfilter_sim_at_long_mif_end_2 <- logmeanexp(sapply(pfilter_sim_at_long_mif_end_2, logLik), se = TRUE))
##                          se 
## -632.68104765    0.01661451
pfilter_long_mif_sim_250_iterations_end_LL_file_name = paste0("../Generated_Data/MIF_local_test_results/", model_name, "_validation_pfilter_ranges_200_iteration_single_MIF_run.RData")
save(L_pfilter_sim_at_long_mif_end_2,
     file = pfilter_long_mif_sim_250_iterations_end_LL_file_name)
#-632.68104765  0.01661451
# This is higher than true sim mean of  -634.59484667 (se 0.02017609), so it seems to have worked (at least, this is enough to move on to a grid search using Midway).

Analyze MIF Run 1

Combine output

Combine Midway output susbsets

Once all of the 250 array jobs submitted to Midway f have finished running on the cluster, the output from each of those 250 jobs is combined into one data frame with combinations and likelihoods for a particular profile. For ease of computation, we only include the top 100LL of parameter combinations within each array job.

Code for combining

  # ---- combine_grid_search_output ----


# Header ------------------------------------------------------------------
## Name: combine_grid_search_output
## Author: Rahul Subramanian
## Description: Combine MIF real grid search output data into one big data frame

  combine_grid_search_output = function(model_name){


ptm = proc.time()


#args = commandArgs(trailingOnly=TRUE)



###Load parameter list
pd = read.csv(
  file = paste0(
    "../Generated_Data/Profile_Combination_Lists/",
    model_name,
    "_Model/",
    model_name,
    "_param_grid.csv"
  ),
  header = TRUE
)


mif_sim_combined_output_df = data.frame(
  matrix(nrow = 0, ncol = ncol(pd) + 7)
)
colnames(mif_sim_combined_output_df) = c(colnames(pd), "LL")

colnames(mif_sim_combined_output_df) = c(colnames(pd),"msg", "iter_num", "param_index", "loglik", "nfail", "trace_num",  "loglist.se")
midway_max_jobs = 500
jobs_done_so_far = 500
mif_sim_combined_output_with_traces_df = mif_sim_combined_output_df
for(param_index in seq(1:jobs_done_so_far)){
    if(param_index %% 10 == 0){
      print(param_index)
    }


  input_file_name = paste("../Generated_Data/Profiles/",
                          model_name,
                          "_Model/",
                          "Grid_Search_MIF_run_1/",
                          model_name,
                          "_Grid_Search_MIF_run_1_subset_",
                          param_index,
                          ".RData",
                          sep = ""
                          )
  if(file.exists(input_file_name) == TRUE){
    load(file = input_file_name)
    mif_output_df_single_subset = res
  }else{
    group_size = nrow(pd)/midway_max_jobs
    start_index = (param_index-1)*group_size + 1
    end_index = param_index*group_size
    Num_mif_runs_per_start = 10
    param_data_subset_act = pd[start_index:end_index,]
    param_data_subset = param_data_subset_act[rep(seq_len(nrow(param_data_subset_act)), each = Num_mif_runs_per_start),]
    #param_data_subset$seed = NA;

    param_data_subset$msg = NA
    param_data_subset$iter_num = NA
    param_data_subset$param_index = NA
    param_data_subset$nfail = NA
    param_data_subset$trace_num = NA
    param_data_subset$loglik = NA
    param_data_subset$loglist.se = NA
    mif_output_df_single_subset = param_data_subset

  }

  #head(mif_output_df_single_subset)
  local_MLE = max(mif_output_df_single_subset$loglik, na.rm = TRUE)
  subset_traces = mif_output_df_single_subset %>%
    filter(iter_num == 3)
  subset_data_no_traces =mif_output_df_single_subset %>%
    filter(msg != "first_trace") %>%
    filter(msg != "second_trace")
  mif_sim_combined_output_with_traces_df =
    rbind(mif_sim_combined_output_with_traces_df,subset_traces)
  mif_sim_combined_output_df = rbind(mif_sim_combined_output_df, subset_data_no_traces)
}

output_file_name = paste0("../Generated_Data/Profiles/", model_name,"_Model/","Grid_Search_MIF_run_1/",
                          model_name, "_Grid_Search_MIF_run_1_combined_data_subset_including_traces_and_start.RData")

save(mif_sim_combined_output_with_traces_df, file = output_file_name)


output_file_name = paste0("../Generated_Data/Profiles/", model_name,"_Model/","Grid_Search_MIF_run_1/",
                          model_name, "_Grid_Search_MIF_run_1_combined_data.RData")

save(mif_sim_combined_output_df, file = output_file_name)

output_list = list(mif_sim_combined_output_df, mif_sim_combined_output_with_traces_df)
return(output_list)
}


  combine_grid_search_output(model_name = model_name)
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## [[1]]
##       M_0 V_0 K_0         R_0          b_q b_a          b_p          p_S
## 1       5  13  14   4.6418464 4.672541e-01   0 1.964623e-01 6.050191e-01
## 2       5  13  14   3.8475142 1.403021e-01   0 5.538712e-01 7.392072e-01
## 3       5  13  14   6.0061019 4.982772e-01   0 9.604412e-01 9.978643e-01
## 4       5  13  14   2.5139319 1.545464e-01   0 9.549991e-01 9.950829e-01
## 5       5  13  14   4.8596623 9.844087e-01   0 8.180860e-02 6.998554e-01
## 6       5  13  14   2.1192063 2.605489e-01   0 7.577695e-02 8.377674e-01
## 7       5  13  14   4.7366279 6.930913e-01   0 7.609593e-01 1.027748e-01
## 8       5  13  14   5.9210245 1.768147e-01   0 7.291913e-01 3.260646e-01
## 9       5  13  14   7.6478983 6.508182e-01   0 2.057259e-01 7.198492e-01
## 10      5  13  14   6.0446328 1.491398e-01   0 5.032138e-01 4.149406e-01
## 11      5  13  14   3.9506429 8.111371e-01   0 5.429892e-01 7.748245e-01
## 12      5  13  14   3.9854091 1.585481e-01   0 9.138957e-01 5.625803e-01
## 13      5  13  14   3.5470928 1.436034e-01   0 9.494741e-01 9.740182e-01
## 14      5  13  14   2.6554212 1.789407e-01   0 9.638441e-01 7.876544e-01
## 15      5  13  14   6.0370288 5.997695e-01   0 6.647938e-01 1.698723e-02
## 16      5  13  14   3.6793125 1.538462e-01   0 8.966200e-01 6.523143e-01
## 17      5  13  14   2.1947423 6.453222e-01   0 7.720928e-01 9.570712e-01
## 18      5  13  14   5.5205663 1.713029e-01   0 7.948090e-01 3.496836e-01
## 19      5  13  14   7.4308700 7.272970e-01   0 1.707590e-01 6.384554e-01
## 20      5  13  14   3.1287462 3.791215e-01   0 4.064236e-01 7.527191e-01
## 21      5  13  14   3.3963678 8.923912e-01   0 5.558499e-01 3.833434e-01
## 22      5  13  14 187.9174146 8.811153e-02   0 6.687239e-03 7.268512e-02
## 23      5  13  14   3.9984770 4.520603e-01   0 7.449336e-01 1.325673e-01
## 24      5  13  14   3.1367268 1.327562e-01   0 8.943173e-01 9.542116e-01
## 25      5  13  14   6.8592904 7.349654e-02   0 5.678427e-01 1.284751e-01
## 26      5  13  14   4.7674784 1.719367e-01   0 9.268635e-01 3.972039e-01
## 27      5  13  14   3.2904683 4.641581e-01   0 6.462875e-02 9.206471e-01
## 28      5  13  14   4.0493823 1.527859e-01   0 9.093617e-01 5.781783e-01
## 29      5  13  14   4.4273857 1.762560e-02   0 9.065413e-01 4.297723e-01
## 30      5  13  14   3.9391775 1.643003e-01   0 9.441306e-01 5.391677e-01
## 31      5  13  14   3.3596177 5.961434e-01   0 6.017761e-01 5.335206e-01
## 32      5  13  14   3.1098610 1.594909e-01   0 4.704721e-01 8.361693e-01
## 33      5  13  14   4.4433150 2.284365e-01   0 8.509531e-01 8.083475e-01
## 34      5  13  14   2.7979603 1.726770e-01   0 8.673786e-01 7.945010e-01
## 35      5  13  14   2.3107714 9.162075e-02   0 4.326135e-01 8.337593e-01
## 36      5  13  14   3.2734015 1.557419e-01   0 8.869265e-01 7.301205e-01
## 37      5  13  14   7.2805222 5.432730e-01   0 6.820869e-01 5.879941e-01
## 38      5  13  14   4.9580439 1.714310e-01   0 8.810013e-01 3.859971e-01
## 39      5  13  14   4.8046235 6.995806e-01   0 4.909378e-01 3.230086e-01
## 40      5  13  14   4.2732561 1.524733e-01   0 7.749992e-01 5.783394e-01
## 41      5  13  14   2.4417940 1.764394e-01   0 8.360749e-01 3.742440e-01
## 42      5  13  14   3.0244540 1.396727e-01   0 9.286930e-01 9.223593e-01
## 43      5  13  14   4.1256025 8.531038e-01   0 7.386410e-01 9.120817e-01
## 44      5  13  14   3.3286536 1.716108e-01   0 9.667092e-01 6.170492e-01
## 45      5  13  14   6.2888177 4.427033e-01   0 9.418477e-02 4.171814e-01
## 46      5  13  14  25.2423218 2.293890e-02   0 1.310596e-01 9.749284e-01
## 47      5  13  14   4.3017833 6.413354e-01   0 2.651036e-01 4.037528e-01
## 48      5  13  14   8.3358781 1.215535e-01   0 6.828971e-02 4.396420e-01
## 49      5  13  14   6.3758453 2.052288e-01   0 2.712862e-01 3.025171e-02
## 50      5  13  14   4.7220080 1.810861e-01   0 9.328863e-01 3.896601e-01
## 51      5  13  14   4.6065253 9.900206e-01   0 6.443554e-01 8.657319e-01
## 52      5  13  14   9.7819380 9.984808e-01   0 8.498677e-01 2.218691e-01
## 53      5  13  14   6.2331367 4.836469e-01   0 2.768285e-01 6.705498e-01
## 54      5  13  14   6.8931885 1.381912e-01   0 2.876370e-01 4.404264e-01
## 55      5  13  14   6.0866205 8.564566e-01   0 2.002759e-01 4.099162e-01
## 56      5  13  14 196.2740761 8.320488e-02   0 1.013913e-02 7.027142e-02
## 57      5  13  14   4.2776321 5.953894e-01   0 8.886043e-01 6.693382e-01
## 58      5  13  14   4.7508319 1.815062e-01   0 9.856728e-01 3.671275e-01
## 59      5  13  14   2.4623567 8.944774e-01   0 6.604660e-01 1.264749e-02
## 60      5  13  14 135.4480655 9.413747e-02   0 4.890443e-02 7.363467e-02
## 61      5  13  14   4.9891456 4.886544e-01   0 2.348654e-01 2.137933e-01
## 62      5  13  14   4.3683197 1.048589e-01   0 1.127471e-01 9.582112e-01
## 63      5  13  14   7.3701465 2.513797e-01   0 1.772957e-01 5.616755e-01
## 64      5  13  14   5.4418424 1.438659e-01   0 5.401930e-01 4.851803e-01
## 65      5  13  14   3.8011500 3.785411e-01   0 1.295199e-02 4.275447e-02
## 66      5  13  14   6.3863344 1.075732e-01   0 1.557124e-02 6.448596e-01
## 67      5  13  14   7.5418845 6.806689e-01   0 1.483596e-01 2.101982e-01
## 68      5  13  14   5.9035852 1.541930e-01   0 6.198971e-01 3.949763e-01
## 69      5  13  14   4.6915894 9.742463e-01   0 2.964527e-02 7.881957e-01
## 70      5  13  14  73.8594304 2.233882e-01   0 5.936380e-02 1.461617e-01
## 71      5  13  14   4.0136156 7.854959e-01   0 4.460452e-01 8.057681e-01
## 72      5  13  14   5.3509497 1.638447e-01   0 8.071648e-01 4.070014e-01
## 73      5  13  14   3.1760859 3.039834e-01   0 8.939969e-01 4.980750e-02
## 74      5  13  14   5.1768186 1.906337e-01   0 9.528554e-01 3.150349e-01
## 75      5  13  14   6.7560008 6.497256e-01   0 5.077697e-01 1.374267e-01
## 76      5  13  14   4.8155899 1.678342e-01   0 7.662744e-01 4.215411e-01
## 77      5  13  14   4.5189249 1.048765e-02   0 3.288966e-01 5.041819e-01
## 78      5  13  14   4.7069485 1.653253e-01   0 8.924709e-01 4.525169e-01
## 79      5  13  14   7.2957866 4.073611e-02   0 7.920250e-01 4.074142e-01
## 80      5  13  14   4.5725411 1.598762e-01   0 8.484518e-01 4.795875e-01
## 81      5  13  14   3.0410888 1.846611e-01   0 8.624788e-01 2.334435e-01
## 82      5  13  14   3.0171787 1.335489e-01   0 9.879110e-01 9.758322e-01
## 83      5  13  14   6.9618199 6.299126e-01   0 5.905566e-01 6.884786e-01
## 84      5  13  14  67.2842792 3.481015e-02   0 2.513263e-02 2.128583e-01
## 85      5  13  14   7.7221352 1.751263e-01   0 8.098320e-01 2.207056e-01
## 86      5  13  14   3.1337546 1.253709e-01   0 8.625424e-01 9.899087e-01
## 87      5  13  14   4.3163861 9.660718e-01   0 9.190343e-01 4.933795e-01
## 88      5  13  14  34.0527373 1.358697e-01   0 5.328723e-01 8.717352e-02
## 89      5  13  14   7.2489441 1.088838e-01   0 7.454852e-01 2.295481e-01
## 90      5  13  14   3.9468002 1.568651e-01   0 7.911353e-01 5.816281e-01
## 91      5  13  14   5.2028507 5.995673e-01   0 3.565026e-01 9.592052e-01
## 92      5  13  14   5.2677701 1.730349e-01   0 8.915894e-01 3.688237e-01
## 93      5  13  14   3.5911151 6.908365e-01   0 8.479832e-01 2.479014e-01
## 94      5  13  14   5.0552150 1.710973e-01   0 9.100982e-01 3.690362e-01
## 95      5  13  14   5.3548887 8.905552e-01   0 8.332455e-02 9.798789e-01
## 96      5  13  14   2.6737232 1.495923e-01   0 7.319660e-01 9.946293e-01
## 97      5  13  14   7.2673527 9.042276e-01   0 4.488558e-01 3.529187e-01
## 98      5  13  14  66.9727428 3.953356e-02   0 2.481491e-02 1.888828e-01
## 99      5  13  14   4.8651102 5.131847e-01   0 9.317655e-04 6.079524e-01
## 100     5  13  14   9.2117091 1.135765e-01   0 2.232492e-03 4.402175e-01
## 101     5  13  14   7.2580190 7.429478e-01   0 8.385659e-01 3.248504e-01
## 102     5  13  14 212.9654539 7.828085e-02   0 4.106904e-03 7.421110e-02
## 103     5  13  14   2.1376667 2.336959e-01   0 6.757208e-01 6.688880e-01
## 104     5  13  14   4.1781168 9.678739e-02   0 6.513905e-01 9.864192e-01
## 105     5  13  14   5.1151278 5.105444e-01   0 9.754599e-01 9.164817e-01
## 106     5  13  14   3.5254816 1.558728e-01   0 9.717975e-01 6.344228e-01
## 107     5  13  14   2.4242910 6.640464e-01   0 4.502331e-01 1.593944e-02
## 108     5  13  14 205.5844919 7.720227e-02   0 6.950099e-03 8.009482e-02
## 109     5  13  14   3.7983065 2.597479e-01   0 7.621040e-01 1.976559e-02
## 110     5  13  14   3.6139481 1.525112e-01   0 8.340091e-01 6.734821e-01
## 111     5  13  14   6.8988872 3.479153e-01   0 5.075767e-01 5.188031e-01
## 112     5  13  14   6.0410962 1.218936e-01   0 1.980789e-01 5.851031e-01
## 113     5  13  14   4.2007164 8.884203e-01   0 3.834544e-01 6.664747e-01
## 114     5  13  14   5.2008369 1.704348e-01   0 8.826224e-01 3.865967e-01
## 115     5  13  14   7.5309099 2.095237e-01   0 7.057660e-01 5.217502e-01
## 116     5  13  14   3.0491567 1.347390e-01   0 8.012404e-01 9.574731e-01
## 117     5  13  14   5.9802501 1.628933e-01   0 5.343111e-01 8.645436e-01
## 118     5  13  14   3.5058597 1.268343e-01   0 5.636983e-01 9.266783e-01
## 119     5  13  14   2.7189160 4.470277e-01   0 5.203496e-01 4.597866e-01
## 120     5  13  14   8.2179595 1.537303e-01   0 4.006790e-01 3.036597e-01
## 121     5  13  14   6.7669064 3.387425e-01   0 5.716331e-01 7.559455e-01
## 122     5  13  14   6.5763298 1.199993e-01   0 8.221795e-02 5.558961e-01
## 123     5  13  14   5.7939121 4.934897e-01   0 7.634405e-01 1.597927e-01
## 124     5  13  14   3.5246465 1.744008e-01   0 9.104767e-01 5.710687e-01
## 125     5  13  14   2.2288863 8.938273e-01   0 1.729949e-01 1.454309e-02
## 126     5  13  14 187.6337949 8.623452e-02   0 6.088170e-03 7.218707e-02
## 127     5  13  14   2.8154133 8.973049e-01   0 5.025170e-02 8.660691e-02
## 128     5  13  14  12.2774497 1.301823e-01   0 1.114118e-01 2.880687e-01
## 129     5  13  14   7.8821934 8.089206e-01   0 9.784099e-01 8.918488e-01
## 130     5  13  14   5.1006997 1.707505e-01   0 9.729635e-01 3.835671e-01
## 131     5  13  14   4.3934330 7.191404e-01   0 5.342227e-01 4.601368e-02
## 132     5  13  14  38.3305838 5.400411e-02   0 1.547630e-01 2.067739e-01
## 133     5  13  14   2.9460802 1.786037e-01   0 7.210644e-01 5.764021e-01
## 134     5  13  14   2.9391555 1.413310e-01   0 8.834711e-01 9.119308e-01
## 135     5  13  14   4.6385400 3.307364e-01   0 4.518476e-01 7.918112e-03
## 136     5  13  14  16.9569859 1.210735e-01   0 7.329189e-01 1.348124e-01
## 137     5  13  14   5.0326432 4.555323e-01   0 7.023654e-01 2.745600e-01
## 138     5  13  14   2.9220604 1.466073e-01   0 8.975625e-01 8.493170e-01
## 139     5  13  14   5.7358736 9.384931e-01   0 7.517187e-02 3.192308e-01
## 140     5  13  14  72.9121816 3.814995e-02   0 2.384484e-02 1.856616e-01
## 141     5  13  14   2.7067250 7.396954e-02   0 3.021913e-01 5.872735e-01
## 142     5  13  14   3.3628206 1.550268e-01   0 9.060035e-01 6.968528e-01
## 143     5  13  14   3.2717312 8.247558e-01   0 6.693961e-01 3.025919e-01
## 144     5  13  14   4.2357076 1.117776e-01   0 8.963928e-01 9.805313e-01
## 145     5  13  14   6.1902745 1.625892e-01   0 2.656040e-01 1.937275e-01
## 146     5  13  14   6.0667798 1.210827e-01   0 1.900139e-01 5.966185e-01
## 147     5  13  14   4.2503430 9.266700e-01   0 9.331196e-01 9.120076e-01
## 148     5  13  14   3.9002922 1.722115e-01   0 9.521502e-01 5.068043e-01
## 149     5  13  14   7.5284923 8.377456e-01   0 5.530352e-01 6.010373e-01
## 150     5  13  14 188.1565158 9.499579e-02   0 6.075853e-03 7.294169e-02
## 151     5  13  14   2.2919793 7.564597e-01   0 2.518910e-01 7.671662e-01
## 152     5  13  14  10.2781004 1.247191e-01   0 2.134156e-01 3.176216e-01
## 153     5  13  14   3.9576412 6.348322e-01   0 4.693247e-01 3.796066e-01
## 154     5  13  14   5.6899665 1.789314e-01   0 8.215930e-01 3.346029e-01
## 155     5  13  14   7.6391586 2.247519e-01   0 4.483314e-01 1.326592e-01
## 156     5  13  14   3.7238679 1.598014e-01   0 9.679572e-01 5.838406e-01
## 157     5  13  14   6.3165297 9.074135e-01   0 3.432622e-01 2.482290e-01
## 158     5  13  14   6.4484589 1.339569e-01   0 2.766889e-01 4.862364e-01
## 159     5  13  14   4.0691463 3.789110e-03   0 6.415496e-01 6.128998e-02
## 160     5  13  14 187.1817506 7.195823e-02   0 6.319778e-03 7.498509e-02
## 161     5  13  14   3.5991053 9.531561e-01   0 7.707897e-01 1.530183e-01
## 162     5  13  14 115.5559733 1.074131e-01   0 5.840477e-02 7.209989e-02
## 163     5  13  14   7.3875294 2.039972e-01   0 3.591474e-01 3.780604e-03
## 164     5  13  14  19.7522533 1.251669e-01   0 6.206993e-01 1.207870e-01
## 165     5  13  14   4.4480702 9.601111e-01   0 7.984930e-01 3.663574e-01
## 166     5  13  14  24.4259250 1.304637e-01   0 6.427329e-01 9.863760e-02
## 167     5  13  14   5.2007990 2.308000e-02   0 1.188326e-01 7.240138e-01
## 168     5  13  14   6.6677681 1.559211e-01   0 5.601932e-01 3.525952e-01
## 169     5  13  14   3.1499408 6.591732e-01   0 2.789877e-01 3.111519e-02
## 170     5  13  14 198.6185838 9.495291e-02   0 3.149745e-03 7.095410e-02
## 171     5  13  14   3.9713709 7.747313e-03   0 4.968968e-01 3.325068e-01
## 172     5  13  14   8.0884832 6.491143e-02   0 7.588640e-02 9.007617e-01
## 173     5  13  14   4.7833957 3.468560e-01   0 8.959599e-01 6.957147e-01
## 174     5  13  14   5.4161819 1.723307e-01   0 8.112923e-01 3.594151e-01
## 175     5  13  14   4.2217851 9.796739e-01   0 5.927486e-01 6.664140e-01
## 176     5  13  14  21.0031055 9.767851e-01   0 2.023153e-01 1.711873e-01
## 177     5  13  14   4.5304254 9.411307e-01   0 2.085737e-01 1.200333e-01
## 178     5  13  14  18.5651798 8.469140e-02   0 6.081371e-01 1.921444e-01
## 179     5  13  14   3.3728439 6.616281e-01   0 9.967683e-01 1.418428e-01
## 180     5  13  14   4.1407759 1.600919e-01   0 9.928887e-01 5.386634e-01
## 181     5  13  14   6.9309046 8.244219e-01   0 6.545189e-01 3.430358e-01
## 182     5  13  14 175.1702507 7.150697e-02   0 1.480164e-02 7.554905e-02
## 183     5  13  14   6.4843010 7.347777e-01   0 7.978503e-01 4.562733e-01
## 184     5  13  14  34.7986377 1.640804e-01   0 3.985395e-01 7.724519e-02
## 185     5  13  14   4.8047274 4.703953e-01   0 1.698527e-01 5.811766e-01
## 186     5  13  14   3.7894656 1.456609e-01   0 7.223241e-01 6.874881e-01
## 187     5  13  14   2.2893021 4.324326e-01   0 8.043022e-01 8.882630e-01
## 188     5  13  14   5.0986747 1.762283e-01   0 9.280999e-01 3.667391e-01
## 189     5  13  14   7.7836334 3.578139e-02   0 1.309024e-01 7.591269e-02
## 190     5  13  14   5.3515035 1.448969e-01   0 4.792192e-01 5.194242e-01
## 191     5  13  14   5.3242037 7.919506e-01   0 3.740931e-01 5.916354e-01
## 192     5  13  14 165.0426866 6.744240e-02   0 1.618857e-02 7.959574e-02
## 193     5  13  14   2.1944923 5.874820e-01   0 1.902634e-01 1.299224e-01
## 194     5  13  14   6.5833791 1.243701e-01   0 1.181654e-01 5.420026e-01
## 195     5  13  14   6.5333417 3.046336e-01   0 3.236897e-01 7.920903e-01
## 196     5  13  14   2.9651927 1.411932e-01   0 9.159590e-01 9.090316e-01
## 197     5  13  14   4.4937164 9.273024e-01   0 9.093080e-01 8.286797e-01
## 198     5  13  14   3.2448238 1.500826e-01   0 9.324917e-01 7.757836e-01
## 199     5  13  14   4.4376387 5.772539e-02   0 6.581095e-01 9.518744e-01
## 200     5  13  14   4.5636696 1.593224e-01   0 9.117713e-01 4.829140e-01
## 201     5  13  14   4.9240405 1.044432e-01   0 8.477892e-01 4.081574e-01
## 202     5  13  14   6.6523581 6.804915e-02   0 5.973312e-01 9.705376e-01
## 203     5  13  14   2.1253294 8.538464e-01   0 8.889722e-01 4.854687e-01
## 204     5  13  14   4.4169001 1.580639e-01   0 8.643472e-01 5.011283e-01
## 205     5  13  14   3.4206478 3.228297e-01   0 6.635928e-01 1.272911e-01
## 206     5  13  14   8.7812583 1.436798e-01   0 2.472610e-01 3.264270e-01
## 207     5  13  14   3.0042598 6.426205e-01   0 5.299233e-01 7.567664e-01
## 208     5  13  14   4.4868714 1.644133e-01   0 8.308633e-01 4.935532e-01
## 209     5  13  14   6.5044112 9.629069e-02   0 4.373039e-01 7.708129e-01
## 210     5  13  14   4.2869750 1.560166e-01   0 8.294488e-01 5.254764e-01
## 211     5  13  14   4.2021662 8.436808e-01   0 3.338610e-01 8.312580e-01
## 212     5  13  14   4.0802204 1.463549e-01   0 7.523944e-01 6.163637e-01
## 213     5  13  14   6.5284596 7.673336e-01   0 8.277326e-01 9.504992e-01
## 214     5  13  14   8.5545623 6.304803e-02   0 9.703532e-01 9.366892e-01
## 215     5  13  14   3.9097865 4.307690e-01   0 6.514338e-02 3.387530e-01
## 216     5  13  14   4.8936413 9.082647e-02   0 2.358628e-02 9.666685e-01
## 217     5  13  14   4.2551671 4.879137e-01   0 8.913620e-01 2.227068e-01
## 218     5  13  14   5.8429396 1.880853e-01   0 9.297378e-01 2.781174e-01
## 219     5  13  14   5.8961440 9.484863e-01   0 5.857978e-01 6.823717e-01
## 220     5  13  14   7.9009742 1.576949e-01   0 4.366976e-01 3.018138e-01
## 221     5  13  14   7.6343898 3.122547e-02   0 6.059055e-01 7.468188e-01
## 222     5  13  14   6.7115277 1.564016e-01   0 5.956702e-01 3.545204e-01
## 223     5  13  14   2.3993436 2.269065e-01   0 5.348299e-02 8.898511e-01
## 224     5  13  14   8.4059367 1.226095e-01   0 2.744796e-02 4.437219e-01
## 225     5  13  14   4.8017200 8.560798e-01   0 3.931284e-01 1.815193e-01
## 226     5  13  14  25.2737667 3.515084e-02   0 2.056346e-01 5.037760e-01
## 227     5  13  14   4.8497963 1.618372e-01   0 5.893805e-01 3.135996e-01
## 228     5  13  14   3.4569041 1.570894e-01   0 8.879296e-01 6.665244e-01
## 229     5  13  14   6.0307825 1.860283e-01   0 3.892516e-01 7.246521e-01
## 230     5  13  14   5.1310850 1.650154e-01   0 8.156862e-01 4.045972e-01
## 231     5  13  14   6.6390996 4.818273e-01   0 5.555318e-01 9.715472e-01
## 232     5  13  14   3.8771262 1.465880e-01   0 8.465762e-01 6.427779e-01
## 233     5  13  14   2.9227000 1.825142e-02   0 5.211172e-01 5.828712e-01
## 234     5  13  14   5.0784298 1.600172e-01   0 8.002637e-01 4.296166e-01
## 235     5  13  14   3.1403453 2.362801e-02   0 7.267028e-01 2.153353e-01
## 236     5  13  14   2.8719093 1.481813e-01   0 9.288710e-01 9.014311e-01
## 237     5  13  14   6.9221378 2.604848e-01   0 7.907117e-01 2.532465e-01
## 238     5  13  14   5.4574488 1.757342e-01   0 8.165691e-01 3.429967e-01
## 239     5  13  14   2.2621331 4.138196e-01   0 9.927014e-01 3.074828e-01
## 240     5  13  14   4.6976481 1.854055e-01   0 9.978052e-01 3.497689e-01
## 241     5  13  14   7.7143959 8.424702e-01   0 9.408174e-01 5.538657e-01
## 242     5  13  14  18.4853452 1.047434e-01   0 9.612131e-01 1.365412e-01
## 243     5  13  14   6.3488093 7.186653e-02   0 3.519325e-01 1.364274e-01
## 244     5  13  14   4.5852350 1.553963e-01   0 7.984240e-01 4.908268e-01
## 245     5  13  14   7.5474044 9.593967e-01   0 3.790791e-01 2.867425e-01
## 246     5  13  14 177.8199532 8.635667e-02   0 7.432129e-03 7.245534e-02
## 247     5  13  14   3.7692800 4.838915e-01   0 3.624219e-01 7.146367e-01
## 248     5  13  14   5.9550628 1.879101e-01   0 8.468148e-01 2.684035e-01
## 249     5  13  14   5.8401710 6.680624e-01   0 6.652653e-01 7.358802e-01
## 250     5  13  14   3.7841286 1.568341e-01   0 9.262587e-01 6.102774e-01
## 251     5  13  14   6.2191180 8.229825e-01   0 7.521643e-02 7.994474e-01
## 252     5  13  14  11.8907218 1.144336e-01   0 1.063902e-02 3.547878e-01
## 253     5  13  14   5.3372126 2.304264e-01   0 7.770443e-01 5.683461e-01
## 254     5  13  14   5.0898711 1.732609e-01   0 8.414622e-01 3.726448e-01
## 255     5  13  14   3.5838973 8.280043e-01   0 3.443068e-01 1.930234e-01
## 256     5  13  14   8.0894379 1.740988e-01   0 5.387544e-01 2.517617e-01
## 257     5  13  14   4.0246287 2.806412e-01   0 9.754133e-01 4.671022e-01
## 258     5  13  14   4.2472571 1.767077e-01   0 9.865722e-01 4.314686e-01
## 259     5  13  14   7.3832397 1.900484e-01   0 1.217950e-01 7.095367e-01
## 260     5  13  14   6.9373420 1.510425e-01   0 4.715107e-01 3.742682e-01
## 261     5  13  14   2.6339808 1.074408e-01   0 3.726818e-01 9.793222e-02
## 262     5  13  14   5.5586324 1.573833e-01   0 7.655378e-01 3.980869e-01
## 263     5  13  14   2.4459499 8.175400e-02   0 2.229174e-01 9.452635e-01
## 264     5  13  14   3.5972895 1.205432e-01   0 3.156509e-01 9.669576e-01
## 265     5  13  14   5.2287169 5.582281e-01   0 4.613302e-01 6.208527e-01
## 266     5  13  14   3.3397227 1.455066e-01   0 8.531391e-01 7.971407e-01
## 267     5  13  14   2.0811472 9.920154e-01   0 1.837838e-01 6.521737e-01
## 268     5  13  14  23.9476829 9.899393e-01   0 8.905941e-02 1.824835e-01
## 269     5  13  14   5.9938746 2.889633e-01   0 3.878480e-02 8.457545e-01
## 270     5  13  14   5.2303615 1.107400e-01   0 4.949171e-02 7.734271e-01
## 271     5  13  14   7.8405349 5.165254e-01   0 5.175942e-01 9.539791e-01
## 272     5  13  14   3.5762002 1.471357e-01   0 7.665129e-01 7.438405e-01
## 273     5  13  14   4.6184604 7.595840e-01   0 4.621401e-01 5.053602e-01
## 274     5  13  14   3.5494627 1.570269e-01   0 9.317973e-01 6.315647e-01
## 275     5  13  14   5.0095572 3.705839e-01   0 4.635623e-01 7.365629e-01
## 276     5  13  14   6.0376388 1.860896e-01   0 8.663283e-01 2.776407e-01
## 277     5  13  14   4.0866326 5.151027e-01   0 6.255439e-02 6.472253e-01
## 278     5  13  14  12.7192201 3.328431e-02   0 2.185258e-02 9.475014e-01
## 279     5  13  14   6.9579638 4.641655e-01   0 2.592599e-01 2.466188e-01
## 280     5  13  14   4.7472084 1.550805e-01   0 7.660659e-01 5.049854e-01
## 281     5  13  14   6.1095052 8.339951e-01   0 8.402257e-01 4.442949e-01
## 282     5  13  14 158.5527627 8.954776e-02   0 1.501154e-02 7.004380e-02
## 283     5  13  14   7.5075050 6.204269e-01   0 9.481830e-02 7.085857e-01
## 284     5  13  14   3.8529541 1.169412e-01   0 1.549365e-01 9.738377e-01
## 285     5  13  14   4.1150549 5.354094e-01   0 6.193932e-01 3.736196e-02
## 286     5  13  14   5.5568471 1.964858e-01   0 9.373326e-01 2.781852e-01
## 287     5  13  14   3.8191489 2.085320e-01   0 7.830544e-01 7.895293e-01
## 288     5  13  14   5.8823397 1.473831e-01   0 5.835824e-01 4.280978e-01
## 289     5  13  14   6.1855555 5.195521e-01   0 2.993904e-01 1.399975e-01
## 290     5  13  14   3.5515103 1.321466e-01   0 4.492205e-01 8.723597e-01
## 291     5  13  14   3.2367338 5.863683e-02   0 1.321380e-02 2.071219e-01
## 292     5  13  14   9.0266719 1.152157e-01   0 1.203546e-02 4.538957e-01
## 293     5  13  14   2.7349234 4.204819e-01   0 1.168311e-01 7.788746e-01
## 294     5  13  14   2.5707262 1.702556e-01   0 7.913506e-01 9.193256e-01
## 295     5  13  14   2.2816076 3.062140e-02   0 3.707539e-01 1.359081e-01
## 296     5  13  14   5.0173562 8.925302e-02   0 8.966076e-02 9.737339e-01
## 297     5  13  14   6.9563330 6.315252e-01   0 2.681911e-01 9.342463e-01
## 298     5  13  14  13.6062244 9.143433e-02   0 5.071975e-01 7.077886e-01
## 299     5  13  14   3.2397210 9.376588e-01   0 5.106330e-01 6.030077e-01
## 300     5  13  14  53.2946956 5.120327e-02   0 1.415167e-01 1.617527e-01
## 301     5  13  14   4.2214352 5.655089e-01   0 1.516584e-01 2.889801e-02
## 302     5  13  14  12.9113408 1.287089e-01   0 8.774940e-01 1.605236e-01
## 303     5  13  14   3.7151483 2.711490e-01   0 5.855412e-01 1.278899e-01
## 304     5  13  14   4.4939156 9.187480e-02   0 5.789207e-01 9.936345e-01
## 305     5  13  14   7.1830478 4.963582e-02   0 7.391294e-01 1.869063e-01
## 306     5  13  14   6.0779719 1.942567e-01   0 9.195949e-01 2.564298e-01
## 307     5  13  14   5.7993316 4.651918e-01   0 3.547423e-01 5.928878e-01
## 308     5  13  14   5.5735543 1.430199e-01   0 5.874018e-01 4.800187e-01
## 309     5  13  14   4.9800376 3.993167e-01   0 7.040615e-01 1.237109e-01
## 310     5  13  14   4.3720223 1.144119e-01   0 1.249481e-01 8.810865e-01
## 311     5  13  14   3.7584027 3.560143e-01   0 5.906539e-01 7.253814e-01
## 312     5  13  14   4.0480830 1.703983e-01   0 9.496565e-01 4.800437e-01
## 313     5  13  14   3.4507875 6.843389e-01   0 8.240699e-01 7.719583e-02
## 314     5  13  14 103.5022430 5.104414e-02   0 2.873504e-02 1.141685e-01
## 315     5  13  14   5.3419085 8.166948e-01   0 6.935046e-01 7.561046e-01
## 316     5  13  14   6.8432731 1.497151e-01   0 4.970243e-01 3.736571e-01
## 317     5  13  14   5.7723935 7.717974e-01   0 5.763447e-01 2.906176e-01
## 318     5  13  14  75.2220636 4.227509e-02   0 1.827409e-02 1.623822e-01
## 319     5  13  14   6.9558503 6.381925e-02   0 3.120300e-01 5.638418e-01
## 320     5  13  14   7.0731396 1.337643e-01   0 2.894970e-01 4.413719e-01
## 321     5  13  14   7.5885414 3.307835e-01   0 4.504613e-01 2.750572e-01
## 322     5  13  14   5.4378588 1.404584e-01   0 4.639989e-01 5.228310e-01
## 323     5  13  14   3.9092380 3.648733e-01   0 9.929467e-01 1.992050e-02
## 324     5  13  14  15.9082158 1.554064e-01   0 9.979170e-01 9.518524e-02
## 325     5  13  14   2.7087691 5.209742e-01   0 3.631486e-01 2.019241e-01
## 326     5  13  14  40.1242501 6.925420e-02   0 1.706539e-01 1.626710e-01
## 327     5  13  14   3.1420727 8.805315e-01   0 4.837039e-01 4.411724e-01
## 328     5  13  14   4.8992161 1.797163e-01   0 8.683612e-01 3.787342e-01
## 329     5  13  14   6.4252413 8.614924e-01   0 7.969326e-01 9.495459e-02
## 330     5  13  14  14.0703075 1.713188e-01   0 9.205598e-01 9.942755e-02
## 331     5  13  14   3.2417629 8.343838e-01   0 5.416788e-01 1.963692e-01
## 332     5  13  14   4.6230670 1.653693e-01   0 8.951340e-01 4.437477e-01
## 333     5  13  14   4.5936426 8.919473e-01   0 7.945228e-01 3.835211e-01
## 334     5  13  14 191.4675345 8.536825e-02   0 1.490743e-02 7.760157e-02
## 335     5  13  14   5.9669493 3.928676e-01   0 2.149641e-01 9.984851e-01
## 336     5  13  14  11.3152954 4.838910e-02   0 3.102991e-02 9.965472e-01
## 337     5  13  14   3.8885427 2.352061e-01   0 8.597813e-01 8.792899e-01
## 338     5  13  14   4.4771902 1.747538e-01   0 9.649361e-01 4.136457e-01
## 339     5  13  14   2.6334516 2.857660e-01   0 3.792777e-01 1.982740e-01
## 340     5  13  14   4.4584434 1.638386e-01   0 8.150940e-01 4.926044e-01
## 341     5  13  14   2.6060447 8.649688e-01   0 5.633659e-01 4.903718e-01
## 342     5  13  14   3.6537035 1.172089e-01   0 3.971653e-01 9.823801e-01
## 343     5  13  14   3.3162905 1.586498e-01   0 7.231593e-01 7.463933e-01
## 344     5  13  14   4.1651744 1.611586e-01   0 9.487481e-01 5.158512e-01
## 345     5  13  14   2.2752040 9.366989e-01   0 2.862917e-01 6.520475e-02
## 346     5  13  14 172.0790549 7.348187e-02   0 1.881934e-02 7.822611e-02
## 347     5  13  14   7.1966278 1.029617e-01   0 5.169758e-01 9.612493e-01
## 348     5  13  14   3.6762850 1.124306e-01   0 5.566181e-01 9.870518e-01
## 349     5  13  14   3.6904974 5.922469e-01   0 8.338414e-01 2.081310e-01
## 350     5  13  14  77.0302312 4.650281e-02   0 3.251334e-02 1.454553e-01
## 351     5  13  14   7.5249002 4.227522e-01   0 8.312860e-02 6.366377e-01
## 352     5  13  14   3.3864580 1.213872e-01   0 6.544281e-01 9.896564e-01
## 353     5  13  14   2.4452058 7.635299e-01   0 5.363681e-01 7.643988e-01
## 354     5  13  14   4.3376160 1.439749e-01   0 6.990134e-01 6.129015e-01
## 355     5  13  14   3.2677136 3.327879e-01   0 2.175830e-01 2.314300e-01
## 356     5  13  14   4.7384772 1.442097e-01   0 6.700047e-01 5.636074e-01
## 357     5  13  14   5.5575449 3.995676e-01   0 7.529676e-02 8.116690e-01
## 358     5  13  14   9.3695507 1.333124e-01   0 1.926893e-01 3.529579e-01
## 359     5  13  14   5.7607496 1.857967e-01   0 7.199976e-01 6.936673e-01
## 360     5  13  14   2.4418209 1.749786e-01   0 8.874618e-01 8.954976e-01
## 361     5  13  14   2.8302566 5.513824e-01   0 9.103351e-01 6.131846e-01
## 362     5  13  14   3.0732433 1.309589e-01   0 9.769845e-01 9.363772e-01
## 363     5  13  14   3.7418526 1.457063e-02   0 8.154224e-01 6.818314e-01
## 364     5  13  14   3.3262950 1.524600e-01   0 8.551882e-01 7.652818e-01
## 365     5  13  14   3.1575281 9.927812e-01   0 1.514302e-01 1.267034e-01
## 366     5  13  14  21.4870768 9.983962e-01   0 5.072114e-02 2.177382e-01
## 367     5  13  14   4.9052747 3.447104e-01   0 7.800841e-02 3.625480e-01
## 368     5  13  14   5.5768529 1.782310e-01   0 7.770702e-01 3.256678e-01
## 369     5  13  14   6.0088332 5.037169e-01   0 2.476521e-01 7.408022e-01
## 370     5  13  14  85.1492182 1.004281e-01   0 9.539117e-02 7.737538e-02
## 371     5  13  14   4.9367002 4.176920e-01   0 9.334434e-01 7.617487e-01
## 372     5  13  14   9.3954821 1.179703e-01   0 9.939998e-01 8.970624e-01
## 373     5  13  14   2.2077223 4.169846e-01   0 3.373223e-01 3.959582e-01
## 374     5  13  14   5.0347854 1.241205e-01   0 1.800812e-02 7.151041e-01
## 375     5  13  14   5.5438334 2.244090e-01   0 2.973802e-01 9.271683e-01
## 376     5  13  14   6.3626066 1.307718e-01   0 3.433291e-01 4.972959e-01
## 377     5  13  14   3.3419067 1.613829e-01   0 1.726203e-01 7.613766e-01
## 378     5  13  14   4.1462905 1.215525e-01   0 1.144256e-01 8.584532e-01
## 379     5  13  14   4.6077817 6.181381e-01   0 7.106417e-02 9.026456e-01
## 380     5  13  14   3.1055710 1.409615e-01   0 8.383599e-01 8.905509e-01
## 381     5  13  14   4.2011035 3.402869e-01   0 7.376480e-01 2.417016e-01
## 382     5  13  14   5.3100068 1.792341e-01   0 8.783084e-01 3.312535e-01
## 383     5  13  14   7.2952085 7.318995e-01   0 8.870997e-01 4.490503e-01
## 384     5  13  14 196.3121571 8.168697e-02   0 1.032962e-02 7.025070e-02
## 385     5  13  14   5.6866639 3.115442e-01   0 4.913589e-01 1.255571e-01
## 386     5  13  14   7.9808075 1.452813e-01   0 3.787556e-01 3.463278e-01
## 387     5  13  14   7.2756543 4.784154e-01   0 8.076494e-01 5.041801e-02
## 388     5  13  14  11.1797910 7.612385e-02   0 8.094302e-01 4.099670e-01
## 389     5  13  14   4.9280909 1.007167e-01   0 4.948568e-01 1.550391e-01
## 390     5  13  14   4.3193715 1.683160e-01   0 8.267697e-01 4.915195e-01
## 391     5  13  14   3.2549470 8.979712e-01   0 8.178903e-01 2.597550e-01
## 392     5  13  14 157.0718940 9.320288e-02   0 1.247368e-02 7.542414e-02
## 393     5  13  14   4.5559821 1.068499e-01   0 7.256117e-02 2.087208e-01
## 394     5  13  14   9.2001963 1.218965e-01   0 2.391101e-02 4.092998e-01
## 395     5  13  14   6.8088563 2.067119e-01   0 9.380875e-01 4.353014e-01
## 396     5  13  14   4.7398533 1.740839e-01   0 9.771918e-01 4.013082e-01
## 397     5  13  14   2.3060398 6.647138e-01   0 6.400534e-01 1.647046e-01
## 398     5  13  14   3.9496231 1.702493e-01   0 7.994674e-01 5.323923e-01
## 399     5  13  14   5.2522381 8.679543e-01   0 7.291376e-01 7.124687e-02
## 400     5  13  14  11.5392019 1.188906e-01   0 9.512471e-01 1.983026e-01
## 401     5  13  14   4.6828235 2.240404e-01   0 2.440469e-01 9.254531e-01
## 402     5  13  14   4.1448062 1.565340e-01   0 8.424470e-01 5.578180e-01
## 403     5  13  14   6.6132960 3.502127e-01   0 2.524991e-01 2.534122e-01
## 404     5  13  14   4.6593558 1.751097e-01   0 8.958223e-01 4.097455e-01
## 405     5  13  14   2.8819403 2.377697e-01   0 8.715130e-01 6.139564e-02
## 406     5  13  14  25.4698247 8.690121e-02   0 5.744406e-01 1.396184e-01
## 407     5  13  14   5.1747062 2.410240e-01   0 6.232022e-01 1.301426e-02
## 408     5  13  14 168.3262128 1.008573e-01   0 1.515422e-02 6.700548e-02
## 409     5  13  14   5.3851015 2.411154e-01   0 7.135399e-01 4.598452e-01
## 410     5  13  14   3.8467251 1.666621e-01   0 9.612021e-01 5.426696e-01
## 411     5  13  14   7.9408787 1.564784e-02   0 3.513322e-01 9.255904e-01
## 412     5  13  14   3.7737062 1.318465e-01   0 5.543070e-01 8.001444e-01
## 413     5  13  14   3.2913604 8.237414e-01   0 9.262627e-01 1.875235e-01
## 414     5  13  14   5.3936377 1.838635e-01   0 9.402642e-01 3.061001e-01
## 415     5  13  14   2.2048692 3.943767e-01   0 3.352773e-01 9.636584e-01
## 416     5  13  14   3.6202260 1.421123e-01   0 7.992909e-01 7.546031e-01
## 417     5  13  14   3.0289204 5.842614e-01   0 2.940703e-01 4.125936e-01
## 418     5  13  14   7.6420598 1.408315e-01   0 3.594624e-01 3.659658e-01
## 419     5  13  14   4.4081726 3.146475e-01   0 8.854628e-01 8.881701e-01
## 420     5  13  14   2.9913453 1.286663e-01   0 9.789328e-01 9.969097e-01
## 421     5  13  14   5.4583617 8.608405e-01   0 5.645905e-01 4.758817e-01
## 422     5  13  14 115.2774506 5.313144e-02   0 2.450282e-02 1.066959e-01
## 423     5  13  14   2.6278157 1.435459e-01   0 7.790579e-01 6.495424e-01
## 424     5  13  14   4.7523358 1.729620e-01   0 9.549027e-01 3.905661e-01
## 425     5  13  14   7.2732449 2.183816e-01   0 9.939472e-01 2.994528e-01
## 426     5  13  14   5.3155294 1.913577e-01   0 9.990520e-01 2.950062e-01
## 427     5  13  14   2.4844858 6.113423e-01   0 6.284329e-01 5.369410e-01
## 428     5  13  14   5.7574208 1.290602e-01   0 3.552949e-01 5.380343e-01
## 429     5  13  14   4.6099018 7.956355e-01   0 8.148934e-01 2.770201e-01
## 430     5  13  14  24.7053805 1.501821e-01   0 5.573482e-01 9.052211e-02
## 431     5  13  14   2.0225078 1.851954e-01   0 2.629722e-01 4.545115e-01
## 432     5  13  14   4.8147432 1.190015e-01   0 7.083725e-02 7.752079e-01
## 433     5  13  14   2.0480096 5.298259e-01   0 4.976319e-01 4.250293e-01
## 434     5  13  14   3.3482053 1.584963e-01   0 8.697916e-01 7.073086e-01
## 435     5  13  14   3.7811762 7.656815e-01   0 8.940936e-01 3.941250e-01
## 436     5  13  14   4.2258744 1.598682e-01   0 9.436127e-01 5.024757e-01
## 437     5  13  14   7.7219008 1.260851e-01   0 7.662732e-01 3.689998e-01
## 438     5  13  14   3.3502180 1.378255e-01   0 7.243435e-01 8.311045e-01
## 439     5  13  14   5.4205985 3.858748e-02   0 4.770096e-01 4.273732e-01
## 440     5  13  14   8.5490381 1.220073e-01   0 9.040155e-02 4.226817e-01
## 441     5  13  14   4.3321149 8.138855e-01   0 1.434902e-01 6.472780e-01
## 442     5  13  14   6.1430917 1.725276e-01   0 6.854723e-01 3.161325e-01
## 443     5  13  14   7.2693890 4.091143e-01   0 8.322613e-01 2.941651e-01
## 444     5  13  14   4.2689334 1.240920e-01   0 3.451822e-01 7.855250e-01
## 445     5  13  14   2.7061297 4.433652e-01   0 1.156052e-01 9.168543e-01
## 446     5  13  14   3.6847268 1.281259e-01   0 2.968309e-02 9.305112e-01
## 447     5  13  14   2.9261371 1.215484e-01   0 1.471601e-01 8.122554e-01
## 448     5  13  14   3.4407288 1.336856e-01   0 5.182498e-01 8.873392e-01
## 449     5  13  14   7.6616824 4.154900e-01   0 6.435448e-02 9.745632e-01
## 450     5  13  14   6.5889851 1.183956e-01   0 1.064426e-01 5.685064e-01
## 451     5  13  14   6.4425505 5.464501e-01   0 2.908284e-01 4.421839e-01
## 452     5  13  14   5.8845986 1.412294e-01   0 4.356383e-01 4.855734e-01
## 453     5  13  14   5.8107352 5.912889e-01   0 9.226113e-01 9.233319e-01
## 454     5  13  14   4.3407616 1.597133e-01   0 9.228226e-01 5.138530e-01
## 455     5  13  14   7.3058922 2.957092e-01   0 2.236352e-01 6.217073e-01
## 456     5  13  14   7.5729032 1.628827e-01   0 5.134177e-01 2.987687e-01
## 457     5  13  14   2.9733121 8.364219e-01   0 4.085351e-01 4.975752e-01
## 458     5  13  14   7.4560222 1.649568e-01   0 5.264543e-01 2.998638e-01
## 459     5  13  14   4.1559906 3.127047e-01   0 4.026321e-01 3.313913e-01
## 460     5  13  14   5.9109812 1.507996e-01   0 5.577953e-01 4.267953e-01
## 461     5  13  14   3.7518487 5.652711e-01   0 1.557423e-01 8.736221e-01
## 462     5  13  14   4.1089539 1.501682e-01   0 8.472593e-01 6.021542e-01
## 463     5  13  14   5.1913419 5.571441e-01   0 3.255919e-01 4.480712e-01
## 464     5  13  14  14.4760248 1.244119e-01   0 9.318792e-02 2.579678e-01
## 465     5  13  14   3.4915274 3.302848e-02   0 9.432840e-01 6.639669e-01
## 466     5  13  14   4.4501061 1.754453e-01   0 9.959079e-01 4.066787e-01
## 467     5  13  14   2.5843482 9.750396e-01   0 6.053363e-01 5.282888e-01
## 468     5  13  14 174.5687647 8.755678e-02   0 6.105366e-03 7.103600e-02
## 469     5  13  14   6.8648956 9.321540e-01   0 6.142760e-01 9.640269e-01
## 470     5  13  14   3.1811452 1.681229e-01   0 7.791433e-01 7.020431e-01
## 471     5  13  14   6.5424049 4.980895e-01   0 2.888248e-01 2.886588e-01
## 472     5  13  14   4.6231132 1.572406e-01   0 8.388115e-01 4.920028e-01
## 473     5  13  14   6.5987842 7.282431e-01   0 6.236229e-01 2.730974e-01
## 474     5  13  14  12.5035337 1.135765e-01   0 8.831694e-01 1.958602e-01
## 475     5  13  14   7.3788290 3.535195e-01   0 7.762646e-01 8.081357e-01
## 476     5  13  14   6.6132227 1.781051e-01   0 7.209229e-01 2.750316e-01
## 477     5  13  14   7.0703650 4.464278e-01   0 1.908480e-01 7.553224e-01
## 478     5  13  14   6.0881975 1.438431e-01   0 3.937892e-01 4.455596e-01
## 479     5  13  14   6.9925145 2.177094e-01   0 8.644970e-01 2.051557e-01
## 480     5  13  14   3.2145594 1.223794e-01   0 9.011561e-01 9.834238e-01
## 481     5  13  14   3.2331082 3.409259e-01   0 8.554478e-01 5.778010e-01
## 482     5  13  14   5.4753453 1.944105e-01   0 9.556097e-01 2.807783e-01
## 483     5  13  14   2.6622636 8.253331e-01   0 9.932648e-01 6.586049e-01
## 484     5  13  14   4.6415600 1.805692e-01   0 9.926082e-01 3.938942e-01
## 485     5  13  14   5.7783058 8.255202e-01   0 2.330425e-01 2.960335e-01
## 486     5  13  14   3.2478539 1.415756e-01   0 8.250158e-01 8.447906e-01
## 487     5  13  14   3.0925324 9.725192e-01   0 8.247597e-01 6.261200e-01
## 488     5  13  14  21.0432489 1.240464e-01   0 6.721583e-01 1.267163e-01
## 489     5  13  14   3.5109260 3.454219e-01   0 2.614110e-01 8.564872e-01
## 490     5  13  14   4.4191886 1.026838e-01   0 4.436597e-02 9.685643e-01
## 491     5  13  14   6.4374773 5.146272e-01   0 8.374300e-01 7.485197e-01
## 492     5  13  14   3.9758785 1.629467e-01   0 9.862495e-01 5.265472e-01
## 493     5  13  14   3.4650732 5.488005e-01   0 3.163179e-01 9.885949e-01
## 494     5  13  14   5.1287109 1.364715e-01   0 2.601681e-01 5.941366e-01
## 495     5  13  14   2.9371517 7.506903e-01   0 1.538798e-01 8.106518e-01
## 496     5  13  14   5.1089606 1.237519e-01   0 2.098243e-01 7.046597e-01
## 497     5  13  14   3.0466569 3.356404e-01   0 3.956218e-01 6.422724e-01
## 498     5  13  14   5.7561987 1.395023e-01   0 4.494230e-01 4.939927e-01
## 499     5  13  14   7.7756862 5.769929e-01   0 5.753361e-01 2.374787e-01
## 500     5  13  14  15.8605485 1.672795e-01   0 8.689324e-01 9.599882e-02
## 501     5  13  14   5.5733169 6.569294e-01   0 3.134726e-01 6.198338e-01
## 502     5  13  14   4.8817212 1.677745e-01   0 8.166730e-01 4.180605e-01
## 503     5  13  14   6.8095061 5.709352e-01   0 9.919680e-01 4.526001e-01
## 504     5  13  14   4.7398793 1.801687e-01   0 9.910583e-01 3.621830e-01
## 505     5  13  14   4.8598564 7.779254e-01   0 4.699672e-01 7.322202e-02
## 506     5  13  14 199.4221161 7.744297e-02   0 1.168364e-02 7.227484e-02
## 507     5  13  14   3.0681806 5.522264e-01   0 4.037025e-01 6.938384e-01
## 508     5  13  14   3.1702038 1.616425e-01   0 8.477281e-01 7.064444e-01
## 509     5  13  14   4.2179070 5.212065e-01   0 2.611061e-01 9.733602e-02
## 510     5  13  14  25.8284203 1.380641e-01   0 5.829690e-01 9.374882e-02
## 511     5  13  14   5.3682629 1.220584e-01   0 8.022760e-01 2.872198e-01
## 512     5  13  14   4.1543419 1.043154e-01   0 2.002816e-01 9.779483e-01
## 513     5  13  14   6.2866533 1.987727e-01   0 6.460369e-01 4.180265e-01
## 514     5  13  14  14.0855509 3.189787e-02   0 4.748576e-02 9.774706e-01
## 515     5  13  14   3.8030201 7.200425e-01   0 8.823388e-03 1.377386e-01
## 516     5  13  14   6.1763974 1.187953e-01   0 1.489963e-02 6.081277e-01
## 517     5  13  14   7.9903455 7.243450e-02   0 6.245657e-01 5.597486e-02
## 518     5  13  14   6.9658723 1.144788e-01   0 6.816021e-02 5.582324e-01
## 519     5  13  14   7.6744661 8.413061e-01   0 2.798824e-01 4.192831e-01
## 520     5  13  14  47.3984330 1.343563e-01   0 2.484096e-01 7.911042e-02
## 521     5  13  14   5.3167234 7.883173e-01   0 5.444793e-01 4.395564e-01
## 522     5  13  14 184.8007629 9.358048e-02   0 1.021279e-02 6.743014e-02
## 523     5  13  14   4.2463826 5.254879e-01   0 5.182498e-01 9.394907e-01
## 524     5  13  14   2.2960284 2.042211e-01   0 7.629823e-01 8.378461e-01
## 525     5  13  14   3.0937730 9.389640e-01   0 2.777786e-01 8.257696e-01
## 526     5  13  14   7.2734082 1.804437e-01   0 7.055352e-01 2.574263e-01
## 527     5  13  14   2.7699112 1.967708e-01   0 4.687993e-01 4.169698e-01
## 528     5  13  14   5.3586044 1.333998e-01   0 3.036112e-01 5.911326e-01
## 529     5  13  14   7.0989152 1.403147e-01   0 3.759713e-01 2.526938e-01
## 530     5  13  14   8.5690153 1.262059e-01   0 1.552072e-01 3.941256e-01
## 531     5  13  14   4.4086213 8.667896e-01   0 5.886127e-01 2.503674e-01
## 532     5  13  14  35.6588752 1.329771e-01   0 3.874967e-01 8.689198e-02
## 533     5  13  14   5.3457719 1.531503e-01   0 5.131309e-01 4.948892e-01
## 534     5  13  14   5.3688276 1.594908e-01   0 7.208104e-01 4.308214e-01
## 535     5  13  14   7.8517774 4.539784e-01   0 2.465167e-01 5.861247e-01
## 536     5  13  14 160.2937698 9.898548e-02   0 1.630013e-02 6.717219e-02
## 537     5  13  14   5.2894176 8.020534e-01   0 9.832084e-03 9.924157e-01
## 538     5  13  14   2.3586597 1.866115e-01   0 3.312161e-03 9.971341e-01
## 539     5  13  14   7.6097787 9.114830e-01   0 3.830336e-01 4.771764e-01
## 540     5  13  14 174.4136853 8.597655e-02   0 9.478859e-03 7.033035e-02
## 541     5  13  14   7.8508107 8.046637e-01   0 2.157645e-01 8.023521e-01
## 542     5  13  14   5.3598325 1.635560e-01   0 6.852316e-01 4.126567e-01
## 543     5  13  14   3.0808616 4.507321e-02   0 9.716038e-01 7.516358e-01
## 544     5  13  14   3.1134595 1.245234e-01   0 9.456729e-01 9.907071e-01
## 545     5  13  14   2.4255278 5.557212e-01   0 4.081077e-01 3.691802e-01
## 546     5  13  14   4.3951358 1.409336e-01   0 6.344275e-01 6.411505e-01
## 547     5  13  14   7.7584594 3.451239e-01   0 7.786026e-01 8.032289e-01
## 548     5  13  14   4.9830729 1.154965e-01   0 8.684382e-02 7.586179e-01
## 549     5  13  14   4.0613929 5.620401e-01   0 9.320413e-01 6.902150e-01
## 550     5  13  14   3.2903928 1.168559e-01   0 9.694101e-01 9.633374e-01
## 551     5  13  14   5.9950735 9.690388e-01   0 3.391026e-01 7.757537e-01
## 552     5  13  14  19.5196406 1.313023e-01   0 7.150208e-01 1.060327e-01
## 553     5  13  14   6.3788282 2.548920e-01   0 8.741836e-01 3.426144e-01
## 554     5  13  14   4.8210325 1.822303e-01   0 9.623432e-01 3.565335e-01
## 555     5  13  14   4.5142963 2.618418e-01   0 5.411071e-01 7.562577e-01
## 556     5  13  14   3.3829521 1.335166e-01   0 5.951703e-01 9.146023e-01
## 557     5  13  14   6.9884361 2.777306e-01   0 6.433978e-01 7.936159e-01
## 558     5  13  14   4.0327083 1.110847e-01   0 2.253167e-01 9.564789e-01
## 559     5  13  14   7.9748908 4.487524e-01   0 8.059436e-01 5.993691e-01
## 560     5  13  14   6.0534166 1.706338e-01   0 6.948307e-01 3.402093e-01
## 561     5  13  14   2.6612906 5.532167e-01   0 6.114126e-01 4.211629e-01
## 562     5  13  14   4.7393790 1.629143e-01   0 9.876356e-01 4.330997e-01
## 563     5  13  14   6.5594784 9.698752e-01   0 1.821004e-01 6.977873e-02
## 564     5  13  14 125.3998831 1.181939e-01   0 6.325820e-02 6.889135e-02
## 565     5  13  14   5.2452828 8.228875e-01   0 3.903011e-01 1.664123e-01
## 566     5  13  14 173.4839426 7.487324e-02   0 1.293689e-02 7.518421e-02
## 567     5  13  14   7.2226629 8.494086e-01   0 8.040109e-01 4.962277e-01
## 568     5  13  14  19.0009439 1.495125e-01   0 8.857499e-01 9.625097e-02
## 569     5  13  14   4.6311105 5.854669e-01   0 9.935654e-02 4.786163e-01
## 570     5  13  14   4.0632880 1.110254e-01   0 7.597406e-02 9.769396e-01
## 571     5  13  14   6.9001126 9.669502e-01   0 6.807996e-01 1.360299e-01
## 572     5  13  14 149.9307198 1.093586e-01   0 3.104202e-02 6.722767e-02
## 573     5  13  14   7.1317742 2.560519e-01   0 2.944899e-01 1.866183e-01
## 574     5  13  14   4.4400231 9.988527e-02   0 1.144412e-01 9.696232e-01
## 575     5  13  14   2.8836924 6.166031e-01   0 4.244371e-01 7.539923e-02
## 576     5  13  14   3.0068761 1.679027e-01   0 4.497421e-01 8.060927e-01
## 577     5  13  14   2.8269748 5.182344e-01   0 4.931066e-01 6.899658e-01
## 578     5  13  14   3.4894956 1.453235e-01   0 8.954490e-01 7.359614e-01
## 579     5  13  14   4.8191150 3.578404e-01   0 1.723625e-01 9.785214e-01
## 580     5  13  14   3.3371548 1.269694e-01   0 6.058351e-01 9.491760e-01
## 581     5  13  14   6.5413829 3.246912e-01   0 6.169681e-01 5.379722e-01
## 582     5  13  14   6.2443803 1.735803e-01   0 6.950285e-01 3.088883e-01
## 583     5  13  14   6.1629362 9.380888e-01   0 5.204886e-01 8.273201e-01
## 584     5  13  14   5.1056303 1.544624e-01   0 7.838059e-01 4.492428e-01
## 585     5  13  14   6.3986462 5.088628e-01   0 8.457728e-01 5.134872e-01
## 586     5  13  14   4.2782128 1.723506e-01   0 9.657338e-01 4.525873e-01
## 587     5  13  14   6.5110168 4.004029e-01   0 8.525927e-01 2.481320e-01
## 588     5  13  14   2.7440589 1.661391e-01   0 9.795875e-01 8.408757e-01
## 589     5  13  14   5.2183544 5.284964e-01   0 4.780076e-01 7.062896e-01
## 590     5  13  14   4.2510849 1.575531e-01   0 8.900153e-01 5.449485e-01
## 591     5  13  14   6.0480701 8.469917e-01   0 2.710088e-01 6.115999e-01
## 592     5  13  14  36.3732566 1.129894e-01   0 3.516901e-01 9.477457e-02
## 593     5  13  14   5.1386465 3.255326e-01   0 8.515176e-01 7.272014e-01
## 594     5  13  14   2.8687104 1.443673e-01   0 8.145840e-01 9.326708e-01
## 595     5  13  14   2.9134579 4.411554e-01   0 5.884873e-01 9.243739e-01
## 596     5  13  14   5.7145447 1.889835e-01   0 9.144858e-01 2.926419e-01
## 597     5  13  14   3.9333582 8.199638e-01   0 8.590210e-01 7.423356e-01
## 598     5  13  14   3.7785498 1.722440e-01   0 9.268467e-01 5.183111e-01
## 599     5  13  14   4.3851137 7.932371e-01   0 9.614455e-01 6.898583e-01
## 600     5  13  14   4.2293100 1.845234e-01   0 9.795599e-01 4.015542e-01
## 601     5  13  14   2.1719720 9.565399e-01   0 2.284353e-01 6.882648e-01
## 602     5  13  14  17.8633340 9.780411e-01   0 9.830222e-02 2.609456e-01
## 603     5  13  14   3.7607638 7.905254e-01   0 3.350389e-01 4.299514e-02
## 604     5  13  14  11.0844725 1.229378e-01   0 9.101531e-01 1.977681e-01
## 605     5  13  14   7.8527085 8.008677e-01   0 3.874304e-02 2.292782e-01
## 606     5  13  14 211.3489645 7.658672e-02   0 5.310068e-03 7.722772e-02
## 607     5  13  14   2.3441817 7.872589e-02   0 5.916682e-02 3.722161e-01
## 608     5  13  14   8.0873007 1.189298e-01   0 1.343278e-02 4.812886e-01
## 609     5  13  14   2.7971775 9.158810e-01   0 6.232448e-01 8.785462e-01
## 610     5  13  14  22.8983622 5.977040e-02   0 8.664832e-01 1.975223e-01
## 611     5  13  14   5.7840103 1.816644e-01   0 1.974568e-01 1.298565e-01
## 612     5  13  14   9.7511512 1.592848e-01   0 3.464590e-01 2.553484e-01
## 613     5  13  14   3.6018201 9.336273e-01   0 5.572976e-01 2.106174e-01
## 614     5  13  14  96.0489127 5.988451e-02   0 8.307237e-02 1.063545e-01
## 615     5  13  14   4.2346528 3.161871e-01   0 5.378471e-02 4.080984e-01
## 616     5  13  14   3.3468399 1.358901e-01   0 4.441708e-01 9.049279e-01
## 617     5  13  14   5.3115865 2.270031e-01   0 5.921942e-01 5.018846e-01
## 618     5  13  14   5.2390755 1.736550e-01   0 8.214663e-01 3.751359e-01
## 619     5  13  14   5.1429665 7.034459e-01   0 3.749626e-01 6.542034e-02
## 620     5  13  14  11.1001528 9.312034e-02   0 4.866167e-01 3.795088e-01
## 621     5  13  14   4.9429358 4.056181e-01   0 9.863890e-02 6.941387e-02
## 622     5  13  14   4.6173392 1.854696e-01   0 9.460817e-01 3.739813e-01
## 623     5  13  14   6.0124543 7.420881e-01   0 4.058746e-01 4.445359e-02
## 624     5  13  14  23.1619437 1.356487e-01   0 5.770905e-01 1.002053e-01
## 625     5  13  14   2.9891866 6.875537e-01   0 8.092082e-01 2.192283e-01
## 626     5  13  14 126.1059607 5.002919e-02   0 1.657123e-02 1.074049e-01
## 627     5  13  14   5.0708231 3.863644e-01   0 6.707066e-01 5.124465e-01
## 628     5  13  14   8.0812640 1.588878e-01   0 4.338314e-01 2.911073e-01
## 629     5  13  14   3.7063828 5.854943e-02   0 7.997168e-01 7.427930e-01
## 630     5  13  14   4.4577465 1.771246e-01   0 9.918434e-01 4.160961e-01
## 631     5  13  14   4.6193432 5.625657e-01   0 3.977999e-01 4.927554e-01
## 632     5  13  14   3.4218873 1.690236e-01   0 8.544250e-01 6.762585e-01
## 633     5  13  14   2.5130333 1.486077e-01   0 3.614392e-02 2.944604e-01
## 634     5  13  14   4.4735201 1.375312e-01   0 4.727329e-01 6.467170e-01
## 635     5  13  14   4.2601387 7.973493e-02   0 8.223518e-01 4.189293e-01
## 636     5  13  14   5.0103761 1.759119e-01   0 8.400409e-01 3.821782e-01
## 637     5  13  14   6.8731845 8.698764e-01   0 5.183387e-01 8.869725e-01
## 638     5  13  14   6.7379775 1.681338e-01   0 7.228179e-01 3.003708e-01
## 639     5  13  14   7.6834061 2.254700e-01   0 1.874372e-01 3.302157e-01
## 640     5  13  14   5.4450152 1.523903e-01   0 6.831564e-01 4.464401e-01
## 641     5  13  14   6.9321889 8.330902e-01   0 1.743701e-01 1.603012e-01
## 642     5  13  14 169.8065815 8.750903e-02   0 9.209739e-03 6.860038e-02
## 643     5  13  14   2.3422664 8.025120e-01   0 3.170648e-01 7.389978e-01
## 644     5  13  14   2.8434659 1.452188e-01   0 7.890844e-01 9.427656e-01
## 645     5  13  14   4.5388366 2.994423e-01   0 6.524556e-02 6.043900e-01
## 646     5  13  14   7.0969103 1.117863e-01   0 5.640411e-02 5.695614e-01
## 647     5  13  14   6.8010903 8.647865e-01   0 1.518825e-01 9.429940e-01
## 648     5  13  14 177.1438424 1.021596e-01   0 6.682908e-03 7.088370e-02
## 649     5  13  14   7.8265456 1.922401e-01   0 5.266368e-01 5.711514e-01
## 650     5  13  14   3.8353655 1.248480e-01   0 2.897008e-01 9.030051e-01
## 651     5  13  14   7.2132117 8.246613e-01   0 7.757284e-01 2.339267e-01
## 652     5  13  14  51.9974832 1.265037e-01   0 2.489840e-01 7.984784e-02
## 653     5  13  14   3.6979540 5.732493e-01   0 1.654603e-01 4.612265e-01
## 654     5  13  14   5.7715714 1.445188e-01   0 3.334552e-01 4.904899e-01
## 655     5  13  14   7.1307771 1.443006e-01   0 7.499823e-01 3.312953e-02
## 656     5  13  14   7.3627249 1.121006e-01   0 4.864381e-02 5.501726e-01
## 657     5  13  14   6.1209221 8.469126e-01   0 7.695564e-01 1.484818e-01
## 658     5  13  14 158.5033243 9.033753e-02   0 2.566433e-02 6.997226e-02
## 659     5  13  14   5.4350254 5.977710e-01   0 2.278013e-01 3.028493e-01
## 660     5  13  14   4.3348058 1.123569e-01   0 7.787422e-02 9.210936e-01
## 661     5  13  14   5.7001746 8.100061e-01   0 1.346057e-01 9.969516e-01
## 662     5  13  14   2.6449617 1.728195e-01   0 6.714497e-03 9.949709e-01
## 663     5  13  14   6.9239489 1.721099e-02   0 6.263009e-02 7.546626e-01
## 664     5  13  14   9.6996257 1.229758e-01   0 1.706560e-02 3.841663e-01
## 665     5  13  14   7.2936289 9.694710e-01   0 7.889652e-01 9.618365e-01
## 666     5  13  14   8.5395335 2.541094e-01   0 8.967655e-01 8.710853e-01
## 667     5  13  14   5.0832155 2.165509e-01   0 3.988466e-01 3.120997e-01
## 668     5  13  14   3.7422481 1.573523e-01   0 9.361080e-01 6.195362e-01
## 669     5  13  14   5.3542756 2.658206e-01   0 9.575180e-02 8.418678e-02
## 670     5  13  14   9.6091996 1.204038e-01   0 4.108905e-02 3.974550e-01
## 671     5  13  14   3.4177945 4.904162e-01   0 6.828250e-01 8.344172e-01
## 672     5  13  14   8.5441383 1.689053e-01   0 5.005414e-01 2.563522e-01
## 673     5  13  14   3.1863918 7.167581e-01   0 6.632085e-01 4.918280e-01
## 674     5  13  14   3.1013377 1.424721e-01   0 8.411176e-01 8.623827e-01
## 675     5  13  14   7.8949226 1.587999e-01   0 9.109259e-01 3.221291e-01
## 676     5  13  14   5.1733522 1.874027e-01   0 9.636199e-01 3.144065e-01
## 677     5  13  14   6.4530876 1.445314e-01   0 1.166736e-01 4.259344e-01
## 678     5  13  14   4.0955894 1.140678e-01   0 5.326543e-02 9.408120e-01
## 679     5  13  14   7.0174909 5.621524e-01   0 1.471447e-01 9.500917e-01
## 680     5  13  14   7.4866395 1.275262e-01   0 2.221786e-01 4.504381e-01
## 681     5  13  14   7.2211115 9.925229e-02   0 1.399334e-01 7.233103e-05
## 682     5  13  14  20.6664230 1.023522e-01   0 6.717071e-01 1.419811e-01
## 683     5  13  14   3.7620158 3.757485e-01   0 1.298016e-01 5.066183e-01
## 684     5  13  14   3.1332706 1.312086e-01   0 6.059498e-01 9.683680e-01
## 685     5  13  14   2.4641899 8.093960e-01   0 4.965279e-01 2.493979e-01
## 686     5  13  14   3.8230920 1.548303e-01   0 8.076793e-01 6.213896e-01
## 687     5  13  14   4.1570364 5.261820e-01   0 4.637564e-03 2.187095e-01
## 688     5  13  14   5.2350417 1.226057e-01   0 1.612852e-03 7.078969e-01
## 689     5  13  14   4.8349586 6.777304e-03   0 7.345202e-01 9.881640e-01
## 690     5  13  14   2.2069097 1.860982e-01   0 6.853096e-01 9.975204e-01
## 691     5  13  14   7.1912422 8.717563e-01   0 1.543833e-01 7.509588e-01
## 692     5  13  14   3.5605537 1.254609e-01   0 5.506211e-01 9.191778e-01
## 693     5  13  14   2.3296862 8.527835e-01   0 7.591424e-01 3.635573e-01
## 694     5  13  14   5.2539013 1.838929e-01   0 9.036440e-01 3.199021e-01
## 695     5  13  14   7.4098448 8.166720e-01   0 8.012330e-02 2.884212e-01
## 696     5  13  14 138.8828663 5.146613e-02   0 1.194724e-02 1.007026e-01
## 697     5  13  14   7.4580574 7.195123e-02   0 8.527201e-01 4.202783e-01
## 698     5  13  14   3.4182472 1.641855e-01   0 9.673519e-01 6.481623e-01
## 699     5  13  14   4.6910981 5.943622e-01   0 7.285327e-02 2.282016e-01
## 700     5  13  14   5.7680817 1.469698e-01   0 4.662740e-01 4.671434e-01
## 701     5  13  14   6.4570252 4.278374e-01   0 3.028375e-01 4.298263e-01
## 702     5  13  14   6.7920240 2.008205e-01   0 8.045457e-01 2.261981e-01
## 703     5  13  14   7.3817644 7.377106e-01   0 8.018092e-01 7.029059e-01
## 704     5  13  14 119.4602777 7.276671e-02   0 4.291535e-02 8.591801e-02
## 705     5  13  14   7.0870478 4.544335e-01   0 1.633471e-01 2.757010e-01
## 706     5  13  14   4.5148288 1.084941e-01   0 3.430199e-02 8.914973e-01
## 707     5  13  14   2.9396471 1.051105e-01   0 4.428901e-02 9.143046e-01
## 708     5  13  14 162.7171904 8.627586e-02   0 2.260254e-02 7.129615e-02
## 709     5  13  14   6.0139438 1.122595e-01   0 5.900049e-01 1.411155e-01
## 710     5  13  14   7.9376368 1.248294e-01   0 9.689371e-02 4.584186e-01
## 711     5  13  14   2.8997446 2.576446e-01   0 5.157349e-01 4.499802e-01
## 712     5  13  14   4.1545999 1.550191e-01   0 7.289838e-01 5.955777e-01
## 713     5  13  14   7.0044849 6.925489e-01   0 2.333831e-01 8.027398e-01
## 714     5  13  14   4.3129744 1.604375e-01   0 8.634203e-01 5.023600e-01
## 715     5  13  14   5.6411892 7.891506e-01   0 5.941194e-01 3.997532e-01
## 716     5  13  14 188.8865494 9.322591e-02   0 1.156486e-02 6.890739e-02
## 717     5  13  14   2.2948398 5.778197e-01   0 5.457981e-01 1.783504e-01
## 718     5  13  14   5.4076457 1.724060e-01   0 7.793570e-01 3.652157e-01
## 719     5  13  14   2.0836603 4.102978e-01   0 5.953822e-01 1.888504e-01
## 720     5  13  14   5.4513394 1.782225e-01   0 7.798865e-01 3.473303e-01
## 721     5  13  14   2.1795233 8.470483e-01   0 2.907865e-01 3.434217e-01
## 722     5  13  14   5.3093340 1.758688e-01   0 8.596405e-01 3.466515e-01
## 723     5  13  14   3.7493023 2.812588e-01   0 9.302998e-01 5.366373e-01
## 724     5  13  14   3.2906539 1.614471e-01   0 9.383444e-01 7.001391e-01
## 725     5  13  14   4.3426494 4.965780e-01   0 3.306143e-01 8.388347e-01
## 726     5  13  14   4.0691227 1.469228e-01   0 8.614109e-01 6.075259e-01
## 727     5  13  14   2.1148623 8.439469e-01   0 1.687491e-01 4.136357e-01
## 728     5  13  14   4.0576100 1.404629e-01   0 5.878025e-01 7.051446e-01
## 729     5  13  14   4.4877523 2.306564e-01   0 7.945798e-01 2.797859e-01
## 730     5  13  14   4.3276858 1.602734e-01   0 8.994245e-01 5.075809e-01
## 731     5  13  14   5.1829905 7.864538e-01   0 8.868792e-01 9.790400e-01
## 732     5  13  14   2.6218458 1.480388e-01   0 9.530752e-01 9.976500e-01
## 733     5  13  14   6.4752606 8.202901e-01   0 3.515740e-01 7.533172e-01
## 734     5  13  14 178.8349465 9.224845e-02   0 1.833982e-02 6.929164e-02
## 735     5  13  14   6.2207611 7.246642e-01   0 8.954990e-01 1.733048e-01
## 736     5  13  14   4.1730994 1.532641e-01   0 9.788389e-01 5.344437e-01
## 737     5  13  14   7.4666042 6.435526e-01   0 2.811274e-01 8.175794e-01
## 738     5  13  14   4.7070378 1.722004e-01   0 8.720640e-01 4.206987e-01
## 739     5  13  14   6.8913659 3.932869e-01   0 6.479944e-02 6.550082e-01
## 740     5  13  14   4.6562058 1.059888e-01   0 1.499327e-02 8.941229e-01
## 741     5  13  14   2.4072116 2.431717e-01   0 1.604255e-01 2.876216e-01
## 742     5  13  14   2.8551872 1.504785e-01   0 9.462324e-01 8.680066e-01
## 743     5  13  14   6.4914856 8.302016e-01   0 3.642005e-02 7.737117e-01
## 744     5  13  14  32.4784924 3.102361e-02   0 1.094246e-02 4.451045e-01
## 745     5  13  14   5.8675350 2.395773e-01   0 1.107636e-01 8.215707e-01
## 746     5  13  14   6.3106145 1.827877e-01   0 8.005740e-01 2.834150e-01
## 747     5  13  14   2.2059144 9.862863e-01   0 7.787466e-01 2.802263e-01
## 748     5  13  14   4.3889571 2.037709e-01   0 9.158733e-01 3.652182e-01
## 749     5  13  14   3.9754982 5.323615e-01   0 6.709691e-01 8.251439e-01
## 750     5  13  14   5.7981282 1.836458e-01   0 7.962363e-01 3.021218e-01
## 751     5  13  14   5.0629594 4.925673e-01   0 4.346904e-01 7.807116e-01
## 752     5  13  14   5.4476102 1.625167e-01   0 7.337496e-01 3.868356e-01
## 753     5  13  14   7.1026208 2.469128e-01   0 8.223031e-01 9.457004e-01
## 754     5  13  14   6.0794402 1.699229e-01   0 7.156298e-01 3.438733e-01
## 755     5  13  14   7.6042062 3.094409e-01   0 7.463847e-01 9.129386e-01
## 756     5  13  14  11.4252270 4.315724e-02   0 5.403191e-02 9.424884e-01
## 757     5  13  14   5.8986664 9.133451e-02   0 5.275141e-01 6.411220e-01
## 758     5  13  14   3.7273185 1.180762e-01   0 1.846718e-01 9.835820e-01
## 759     5  13  14   3.2175541 7.470449e-03   0 7.715348e-01 4.654846e-01
## 760     5  13  14   4.8994260 1.797327e-01   0 9.005612e-01 3.616280e-01
## 761     5  13  14   3.7544358 2.944870e-02   0 5.113898e-01 2.916748e-01
## 762     5  13  14   3.0723541 1.391590e-01   0 8.085949e-01 9.307836e-01
## 763     5  13  14   4.3875667 5.985527e-01   0 5.842024e-02 5.526025e-01
## 764     5  13  14  10.7893300 1.205287e-01   0 3.426415e-02 3.524622e-01
## 765     5  13  14   6.6274964 8.356976e-01   0 1.875513e-01 1.769607e-01
## 766     5  13  14   9.9804994 9.574381e-01   0 8.089166e-01 1.853024e-01
## 767     5  13  14   2.5962787 8.950552e-01   0 2.891095e-01 4.249066e-01
## 768     5  13  14   2.9245131 1.361028e-01   0 8.531694e-01 9.880177e-01
## 769     5  13  14   3.5072967 2.531103e-01   0 1.184070e-01 8.255286e-01
## 770     5  13  14   4.9433303 1.511645e-01   0 6.347937e-01 5.087724e-01
## 771     5  13  14   4.8521614 1.019452e-01   0 5.748274e-02 2.529218e-01
## 772     5  13  14   4.6902221 1.742218e-01   0 8.609058e-01 4.138493e-01
## 773     5  13  14   3.6731073 6.580066e-01   0 3.300416e-02 9.486040e-01
## 774     5  13  14   4.6538821 1.206574e-01   0 1.266857e-01 7.734848e-01
## 775     5  13  14   4.1211006 5.403012e-01   0 8.550489e-01 8.614683e-02
## 776     5  13  14   7.5236244 7.809639e-02   0 9.848715e-01 6.679481e-01
## 777     5  13  14   3.8185629 1.613151e-01   0 5.943181e-01 9.916630e-01
## 778     5  13  14   2.6602969 1.456723e-01   0 9.325098e-01 9.737762e-01
## 779     5  13  14   2.4689406 5.485144e-01   0 4.925324e-01 4.596583e-01
## 780     5  13  14   3.2328501 1.311276e-01   0 9.018536e-01 9.294134e-01
## 781     5  13  14   4.9374878 4.666537e-01   0 4.709654e-01 1.631822e-01
## 782     5  13  14   6.2648430 1.389210e-01   0 4.556790e-01 4.446195e-01
## 783     5  13  14   3.0035467 4.045923e-01   0 9.148383e-01 1.830011e-01
## 784     5  13  14   7.1658806 1.435957e-01   0 4.056253e-01 3.865648e-01
## 785     5  13  14   2.2533375 5.502272e-01   0 4.886324e-01 1.014090e-01
## 786     5  13  14   6.7321025 1.497704e-01   0 5.259868e-01 3.642942e-01
## 787     5  13  14   3.7916180 4.473439e-01   0 3.419983e-01 1.596667e-01
## 788     5  13  14   5.4679726 1.759716e-01   0 7.235998e-01 3.703138e-01
## 789     5  13  14   4.2920853 6.282111e-01   0 3.214558e-01 2.344694e-01
## 790     5  13  14   5.1330952 1.631531e-01   0 7.898899e-01 4.053611e-01
## 791     5  13  14   3.1232754 6.902127e-01   0 3.250375e-01 9.244267e-01
## 792     5  13  14   3.1519356 1.357004e-01   0 7.719889e-01 9.435209e-01
## 793     5  13  14   5.6426235 5.468246e-01   0 8.219399e-01 7.686105e-01
## 794     5  13  14   3.9643512 1.610223e-01   0 8.852384e-01 5.507710e-01
## 795     5  13  14   3.7437607 8.994648e-01   0 3.761643e-01 7.793452e-01
## 796     5  13  14   6.3358600 1.387298e-01   0 3.481521e-01 4.612465e-01
## 797     5  13  14   5.2807143 2.323245e-01   0 7.709092e-01 4.050921e-01
## 798     5  13  14   3.2463056 1.257463e-01   0 8.402214e-01 9.892119e-01
## 799     5  13  14   3.2338790 6.909746e-01   0 8.813394e-01 6.272301e-01
## 800     5  13  14   5.1320727 1.866303e-01   0 9.669863e-01 3.201502e-01
## 801     5  13  14   4.3507078 4.749187e-02   0 7.085856e-01 4.538671e-01
## 802     5  13  14   4.2243859 1.151085e-01   0 2.579983e-01 8.861560e-01
## 803     5  13  14   7.5179613 2.578551e-01   0 8.280239e-04 3.800041e-01
## 804     5  13  14   4.8568481 1.102288e-01   0 1.304995e-03 8.226545e-01
## 805     5  13  14   4.4990289 8.728222e-01   0 1.839648e-02 1.759845e-01
## 806     5  13  14   9.5335862 6.249630e-02   0 4.348923e-02 8.276547e-01
## 807     5  13  14   5.0393309 9.866180e-01   0 5.726057e-01 5.485625e-01
## 808     5  13  14  24.5135886 9.837749e-01   0 5.162241e-02 1.661397e-01
## 809     5  13  14   6.8783863 1.338397e-01   0 1.032374e-01 5.547109e-01
## 810     5  13  14   3.5152650 1.170342e-01   0 5.551327e-01 9.898808e-01
## 811     5  13  14   3.5802381 1.104554e-01   0 4.819498e-01 2.404314e-01
## 812     5  13  14   3.0539102 1.572592e-01   0 9.211747e-01 7.698176e-01
## 813     5  13  14   6.6266954 5.172272e-01   0 7.032972e-01 2.050081e-01
## 814     5  13  14   4.8500760 1.808312e-01   0 9.387045e-01 3.714258e-01
## 815     5  13  14   3.6405152 6.077145e-01   0 1.239240e-01 6.340487e-01
## 816     5  13  14   4.5436242 1.573344e-01   0 7.228491e-01 5.153632e-01
## 817     5  13  14   5.7689916 1.361557e-01   0 2.557413e-01 9.721781e-02
## 818     5  13  14   9.1466312 1.153941e-01   0 8.999049e-02 4.254113e-01
## 819     5  13  14   7.5907913 5.682451e-01   0 1.538891e-01 9.818496e-01
## 820     5  13  14   5.9862568 1.212488e-01   0 2.881491e-02 6.354088e-01
## 821     5  13  14   3.2184769 5.993842e-01   0 5.981270e-01 2.848146e-01
## 822     5  13  14   3.1551614 1.340319e-01   0 6.998338e-01 9.076665e-01
## 823     5  13  14   7.5761603 6.655386e-01   0 1.959020e-01 6.284103e-01
## 824     5  13  14   8.4193227 1.334283e-01   0 1.873918e-01 3.819868e-01
## 825     5  13  14   2.5105130 6.777238e-01   0 6.791603e-01 8.068404e-02
## 826     5  13  14   6.2171303 1.394379e-01   0 4.184193e-01 4.603842e-01
## 827     5  13  14   5.5615567 1.925838e-01   0 1.815005e-01 3.478960e-01
## 828     5  13  14   3.2644686 1.312220e-01   0 8.134863e-01 9.185161e-01
## 829     5  13  14   2.0043772 6.732251e-01   0 6.154006e-01 8.036288e-01
## 830     5  13  14   4.0809722 1.543779e-01   0 8.872691e-01 5.638334e-01
## 831     5  13  14   2.6819109 2.609674e-01   0 2.580215e-01 1.843314e-01
## 832     5  13  14   5.5417064 1.708239e-01   0 7.892545e-01 3.526534e-01
## 833     5  13  14   6.5734303 9.206927e-01   0 3.962470e-01 7.369048e-01
## 834     5  13  14   2.1295796 2.474241e-01   0 7.244041e-01 7.532871e-01
## 835     5  13  14   4.0911681 4.848258e-03   0 3.102043e-01 9.801287e-01
## 836     5  13  14   9.4057080 6.790114e-02   0 2.487909e-01 9.883995e-01
## 837     5  13  14   4.4565244 4.857190e-01   0 9.365578e-01 3.551116e-01
## 838     5  13  14   5.3729716 1.832498e-01   0 9.333607e-01 3.215999e-01
## 839     5  13  14   6.3373742 8.935460e-01   0 5.928849e-01 8.398072e-01
## 840     5  13  14 199.5693318 9.582220e-02   0 7.171447e-03 7.101212e-02
## 841     5  13  14   4.9853293 9.537771e-01   0 3.848482e-01 5.659337e-01
## 842     5  13  14  16.9575531 5.135782e-01   0 6.796276e-01 2.218975e-01
## 843     5  13  14   5.1971959 8.613211e-01   0 4.635181e-01 1.536338e-01
## 844     5  13  14 173.2162931 8.334686e-02   0 6.513033e-03 7.405458e-02
## 845     5  13  14   7.2395058 3.451857e-02   0 6.675228e-01 5.072155e-01
## 846     5  13  14   6.6887924 1.822480e-01   0 7.551753e-01 2.630009e-01
## 847     5  13  14   4.4571490 1.033068e-01   0 1.019314e-01 7.434875e-01
## 848     5  13  14   4.6400358 1.731748e-01   0 8.678518e-01 4.251867e-01
## 849     5  13  14   3.8557775 8.179171e-01   0 8.266918e-01 3.712018e-01
## 850     5  13  14  15.0097856 1.442638e-01   0 8.784936e-01 1.113071e-01
## 851     5  13  14   6.6656064 6.656281e-01   0 2.846747e-01 8.100355e-01
## 852     5  13  14   8.9293820 1.621193e-01   0 4.428241e-01 2.548114e-01
## 853     5  13  14   7.9528468 3.511601e-01   0 2.779220e-01 6.639123e-01
## 854     5  13  14   6.0721452 1.245509e-01   0 2.447670e-01 5.699053e-01
## 855     5  13  14   4.4709056 5.652871e-02   0 4.705750e-01 8.316101e-01
## 856     5  13  14   3.0497265 1.346113e-01   0 8.428898e-01 9.560426e-01
## 857     5  13  14   2.1942334 2.006785e-02   0 2.388534e-01 4.902811e-01
## 858     5  13  14   4.2328157 1.549339e-01   0 7.594583e-01 5.786804e-01
## 859     5  13  14   5.8233226 5.205081e-01   0 8.666847e-01 3.996080e-01
## 860     5  13  14   4.3942512 9.334500e-02   0 4.271284e-01 9.935844e-01
## 861     5  13  14   3.6793295 9.491804e-01   0 5.654487e-01 6.326683e-01
## 862     5  13  14   7.0356902 1.838709e-01   0 2.567618e-01 3.170348e-01
## 863     5  13  14   7.1891266 2.869689e-01   0 3.706823e-01 4.932606e-01
## 864     5  13  14   4.9082343 1.096189e-01   0 2.577736e-02 8.118814e-01
## 865     5  13  14   4.6156432 6.954899e-01   0 5.809423e-01 5.206569e-01
## 866     5  13  14   4.9485459 1.766756e-01   0 8.520513e-01 3.735352e-01
## 867     5  13  14   3.1316127 5.515383e-01   0 7.286079e-01 9.164407e-02
## 868     5  13  14   4.8459338 1.725610e-01   0 8.324884e-01 3.944839e-01
## 869     5  13  14   6.5513284 4.288872e-01   0 3.774514e-01 9.726790e-01
## 870     5  13  14   6.0118234 1.569494e-01   0 5.652006e-01 3.930611e-01
## 871     5  13  14   5.9695700 7.217056e-01   0 2.753182e-01 6.873682e-03
## 872     5  13  14 167.3497620 9.002499e-02   0 2.321935e-02 6.973290e-02
## 873     5  13  14   2.8521246 1.392005e-01   0 5.669613e-01 9.340843e-01
## 874     5  13  14   3.8015182 1.566982e-01   0 8.862953e-01 5.974067e-01
## 875     5  13  14   3.6166664 1.848206e-01   0 1.654004e-01 8.692383e-01
## 876     5  13  14   3.8410406 1.197171e-01   0 1.586006e-01 9.430829e-01
## 877     5  13  14   3.1490097 6.615417e-01   0 4.294134e-01 5.572370e-01
## 878     5  13  14   3.6508160 1.495791e-01   0 8.718853e-01 6.585132e-01
## 879     5  13  14   7.4754818 1.855616e-01   0 5.176200e-01 8.357446e-01
## 880     5  13  14   4.2236698 1.026524e-01   0 2.079611e-01 9.876288e-01
## 881     5  13  14   3.2011570 3.971946e-01   0 8.895374e-01 3.202534e-01
## 882     5  13  14   2.9006034 1.447925e-01   0 9.695706e-01 9.036192e-01
## 883     5  13  14   4.8436430 1.040163e-01   0 1.178667e-01 1.736415e-01
## 884     5  13  14   7.0388430 1.545830e-01   0 4.414956e-01 3.501769e-01
## 885     5  13  14   2.5471221 1.807242e-01   0 7.178035e-01 4.499057e-01
## 886     5  13  14   6.1098029 2.008210e-01   0 8.516865e-01 2.432881e-01
## 887     5  13  14   7.5715601 4.066783e-01   0 6.733310e-02 5.963938e-01
## 888     5  13  14   4.4240203 1.369753e-01   0 4.637472e-01 6.903908e-01
## 889     5  13  14   7.2355996 3.500394e-01   0 1.710300e-01 6.196926e-01
## 890     5  13  14   8.2196554 1.263838e-01   0 1.643652e-01 4.073273e-01
## 891     5  13  14   4.5123118 2.608189e-01   0 1.420788e-01 2.765731e-01
## 892     5  13  14   5.2881509 1.879083e-01   0 9.250068e-01 3.090322e-01
## 893     5  13  14   5.7104423 1.162423e-01   0 6.782701e-01 5.844325e-01
## 894     5  13  14   6.8235895 1.939092e-01   0 7.535883e-01 2.409690e-01
## 895     5  13  14   6.2488005 3.749714e-01   0 1.729226e-01 2.358089e-01
## 896     5  13  14   4.2963129 1.703110e-01   0 9.565087e-01 4.553773e-01
## 897     5  13  14   5.2618992 7.922001e-01   0 2.591001e-01 5.845634e-01
## 898     5  13  14 193.3103693 8.075459e-02   0 4.536304e-03 7.142145e-02
## 899     5  13  14   4.1743284 2.600630e-01   0 2.326503e-01 6.555367e-01
## 900     5  13  14   4.9592340 1.644003e-01   0 7.028387e-01 4.352234e-01
## 901     5  13  14   3.3745899 9.891152e-01   0 5.036359e-01 6.917483e-01
## 902     5  13  14   0.7545127 9.926700e-01   0 1.643961e-01 9.541273e-01
## 903     5  13  14   3.1459460 7.082227e-01   0 5.921295e-01 3.273551e-01
## 904     5  13  14   4.5319972 1.799111e-01   0 9.313125e-01 4.077053e-01
## 905     5  13  14   6.7548395 8.263349e-01   0 2.967318e-01 1.991537e-02
## 906     5  13  14 146.5284612 1.028939e-01   0 1.970308e-02 6.808521e-02
## 907     5  13  14   6.6298341 8.347799e-01   0 2.005862e-01 4.096563e-01
## 908     5  13  14 161.2683952 7.568844e-02   0 1.005345e-02 7.346139e-02
## 909     5  13  14   7.9298035 5.402032e-01   0 4.641734e-02 7.962414e-01
## 910     5  13  14   9.3897204 1.218717e-01   0 3.835613e-02 4.031597e-01
## 911     5  13  14   4.6872985 8.366478e-01   0 2.978969e-02 4.390534e-01
## 912     5  13  14 200.0300146 8.574202e-02   0 5.039567e-03 7.137275e-02
## 913     5  13  14   4.8105126 2.109630e-01   0 5.539877e-01 3.138286e-02
## 914     5  13  14   8.3672690 1.882123e-01   0 5.802879e-01 2.186080e-01
## 915     5  13  14   5.8313453 7.680437e-01   0 1.269988e-01 5.096292e-01
## 916     5  13  14   4.1621070 1.634188e-01   0 9.100755e-01 5.075575e-01
## 917     5  13  14   7.3835219 3.495349e-01   0 3.842070e-01 7.432689e-01
## 918     5  13  14   4.2165104 1.631730e-01   0 9.215339e-01 4.884352e-01
## 919     5  13  14   6.6152988 3.125090e-01   0 4.065775e-01 7.830901e-01
## 920     5  13  14  15.1409361 7.331809e-02   0 6.731035e-01 5.012294e-01
## 921     5  13  14   6.2023085 7.752504e-01   0 7.918915e-01 8.393531e-01
## 922     5  13  14  18.0042021 1.567321e-01   0 9.296263e-01 9.033118e-02
## 923     5  13  14   6.8647727 4.881253e-01   0 5.676629e-01 9.648145e-01
## 924     5  13  14   2.4337465 1.636926e-01   0 7.986561e-01 9.874308e-01
## 925     5  13  14   2.1917912 9.634613e-01   0 8.582859e-01 4.874101e-01
## 926     5  13  14  16.4520460 1.292841e-01   0 8.427222e-01 1.196421e-01
## 927     5  13  14   3.5264242 9.291998e-01   0 2.134011e-01 9.949736e-02
## 928     5  13  14  18.4658971 9.233621e-01   0 5.144955e-02 2.853761e-01
## 929     5  13  14   2.1954140 4.457608e-01   0 1.349372e-01 9.207036e-01
## 930     5  13  14   4.1642015 1.070853e-01   0 9.815616e-02 9.852416e-01
## 931     5  13  14   4.6545377 3.460742e-01   0 4.799345e-01 8.092897e-01
## 932     5  13  14   4.2218596 1.602515e-01   0 8.188679e-01 5.338620e-01
## 933     5  13  14   3.5017784 7.991742e-01   0 3.905757e-01 8.411746e-01
## 934     5  13  14   7.3995408 1.734217e-01   0 6.481640e-01 2.766607e-01
## 935     5  13  14   2.8175391 6.180811e-01   0 5.624637e-01 6.193533e-01
## 936     5  13  14   3.9982987 1.581511e-01   0 8.887456e-01 5.697982e-01
## 937     5  13  14   5.1257513 1.781784e-01   0 3.921808e-01 3.842100e-01
## 938     5  13  14   5.7695581 2.004298e-01   0 9.361566e-01 2.564709e-01
## 939     5  13  14   3.9600463 6.035375e-01   0 3.050004e-01 6.505140e-01
## 940     5  13  14   4.0832902 1.634002e-01   0 8.989902e-01 5.271561e-01
## 941     5  13  14   7.0724434 9.513352e-01   0 3.548078e-01 5.333723e-01
## 942     5  13  14   7.5422970 1.809017e-01   0 6.100926e-01 2.458668e-01
## 943     5  13  14   6.9994520 1.908116e-01   0 5.326447e-01 9.312783e-01
## 944     5  13  14   3.2355124 1.263513e-01   0 6.618421e-01 9.877693e-01
## 945     5  13  14   6.7919777 1.759521e-02   0 1.718594e-01 8.333673e-02
## 946     5  13  14  37.3130239 4.725395e-02   0 7.409253e-02 2.523934e-01
## 947     5  13  14   3.0668907 3.672829e-01   0 8.377555e-02 7.798832e-01
## 948     5  13  14   6.9297478 1.181267e-01   0 1.527425e-01 5.455139e-01
## 949     5  13  14   2.4838382 9.863648e-01   0 8.160241e-01 5.277637e-02
## 950     5  13  14  74.6483047 4.396145e-02   0 5.907960e-02 1.569663e-01
## 951     5  13  14   6.5671717 4.269097e-02   0 7.250726e-01 8.565784e-01
## 952     5  13  14   3.8309556 1.182133e-01   0 3.407718e-01 9.343030e-01
## 953     5  13  14   2.9285634 5.146730e-01   0 5.651788e-01 4.055297e-01
## 954     5  13  14   4.9416928 1.575968e-01   0 7.230671e-01 4.560762e-01
## 955     5  13  14   3.2105207 3.042189e-01   0 6.465235e-01 4.630974e-01
## 956     5  13  14   3.5914219 1.538215e-01   0 9.153286e-01 6.644479e-01
## 957     5  13  14   7.1917079 5.531816e-01   0 4.877490e-01 8.128790e-01
## 958     5  13  14   4.5347769 1.441361e-01   0 6.534740e-01 5.841938e-01
## 959     5  13  14   5.6992489 3.615009e-01   0 7.295856e-01 3.650181e-01
## 960     5  13  14   3.4791392 1.471579e-01   0 9.098023e-01 7.347865e-01
## 961     5  13  14   6.9712716 5.991976e-01   0 4.015867e-02 7.628792e-01
## 962     5  13  14   4.5525678 1.317241e-01   0 2.197759e-01 7.260966e-01
## 963     5  13  14   2.7370183 1.434169e-01   0 2.384029e-01 7.534168e-01
## 964     5  13  14  11.7056076 1.146156e-01   0 2.447050e-02 3.443924e-01
## 965     5  13  14   4.7131950 6.743113e-01   0 6.096821e-01 3.948974e-01
## 966     5  13  14   5.5732098 1.975523e-01   0 9.514391e-01 2.756005e-01
## 967     5  13  14   7.2738635 4.014974e-01   0 8.424153e-01 3.286344e-01
## 968     5  13  14   5.7708250 2.024878e-01   0 9.212433e-01 2.485553e-01
## 969     5  13  14   6.5907599 1.262945e-01   0 2.035643e-01 5.307964e-01
## 970     5  13  14   3.1526910 1.346398e-01   0 7.992178e-01 9.064772e-01
## 971     5  13  14   2.6116991 3.494589e-01   0 5.811522e-01 1.920123e-01
## 972     5  13  14   4.0349123 1.142017e-01   0 1.321278e-01 9.575630e-01
## 973     5  13  14   2.6148936 7.580222e-01   0 9.950859e-01 3.106328e-01
## 974     5  13  14  15.5893925 1.183029e-01   0 9.992985e-01 1.357296e-01
## 975     5  13  14   5.2095941 7.540921e-01   0 1.431900e-01 2.852072e-01
## 976     5  13  14  12.6479347 1.275937e-01   0 2.555493e-02 2.959878e-01
## 977     5  13  14   2.7382459 4.980248e-01   0 5.894296e-01 6.578061e-01
## 978     5  13  14   4.5707339 1.410056e-01   0 4.662180e-01 6.173954e-01
## 979     5  13  14   6.8165556 1.937020e-01   0 4.542868e-01 2.972942e-01
## 980     5  13  14   5.2393303 1.856413e-01   0 9.213876e-01 3.334680e-01
## 981     5  13  14   6.5925243 1.169059e-01   0 2.236871e-01 3.840740e-01
## 982     5  13  14   4.0135381 1.474297e-01   0 8.129569e-01 6.241780e-01
## 983     5  13  14   7.9402082 4.045563e-03   0 6.945693e-01 1.734810e-01
## 984     5  13  14   3.9404906 1.563955e-01   0 9.404963e-01 5.799653e-01
## 985     5  13  14   2.3055703 4.512396e-01   0 9.199539e-01 9.097952e-01
## 986     5  13  14   2.9203908 1.379462e-01   0 9.365395e-01 9.489451e-01
## 987     5  13  14   5.7717368 5.117122e-01   0 9.205857e-01 6.004656e-01
## 988     5  13  14   3.8584976 1.571672e-01   0 9.570077e-01 5.680433e-01
## 989     5  13  14   4.7105899 2.822636e-01   0 6.961119e-01 2.051143e-01
## 990     5  13  14   5.0339730 1.864076e-01   0 9.742575e-01 3.227020e-01
## 991     5  13  14   5.8019471 5.914901e-01   0 6.673447e-01 9.521231e-01
## 992     5  13  14   6.1859028 1.953705e-01   0 8.781107e-01 2.523503e-01
## 993     5  13  14   2.3184057 5.042656e-02   0 4.998115e-01 8.480161e-02
## 994     5  13  14   5.4722996 1.642556e-01   0 7.700196e-01 3.843490e-01
## 995     5  13  14   2.1530163 6.033013e-01   0 6.893959e-01 6.739971e-01
## 996     5  13  14   3.7002960 1.676780e-01   0 9.247357e-01 5.498609e-01
## 997     5  13  14   6.4452585 1.195206e-01   0 8.389632e-01 7.771988e-01
## 998     5  13  14   4.0336155 1.653191e-01   0 9.369236e-01 5.298489e-01
## 999     5  13  14   4.8669244 4.826260e-01   0 7.419276e-01 1.252466e-01
## 1000    5  13  14   3.1145857 1.515017e-01   0 9.416215e-01 7.863276e-01
## 1001    5  13  14   5.6564710 8.764017e-01   0 4.517955e-01 1.285155e-01
## 1002    5  13  14   5.0016244 1.643227e-01   0 7.735361e-01 4.295985e-01
## 1003    5  13  14   2.6690459 5.959922e-01   0 4.912412e-01 3.203025e-01
## 1004    5  13  14   4.8108123 1.907285e-01   0 9.680790e-01 3.271847e-01
## 1005    5  13  14   5.1130464 6.326698e-01   0 3.617603e-01 3.411432e-01
## 1006    5  13  14   5.6657831 1.297140e-01   0 2.771711e-01 5.821415e-01
## 1007    5  13  14   5.4394621 5.470700e-01   0 7.859667e-01 4.629944e-01
## 1008    5  13  14   4.6403904 1.804841e-01   0 9.526350e-01 3.947190e-01
## 1009    5  13  14   3.5087063 3.235159e-01   0 4.655388e-01 3.823962e-01
## 1010    5  13  14   3.4272343 1.506215e-01   0 8.977739e-01 7.502417e-01
## 1011    5  13  14   2.7832832 2.641905e-01   0 5.869263e-01 1.931827e-01
## 1012    5  13  14   5.4393901 1.352290e-01   0 3.619044e-01 5.486097e-01
## 1013    5  13  14   5.1486335 5.422804e-02   0 5.942176e-01 2.766067e-01
## 1014    5  13  14   6.4826051 1.564115e-01   0 5.759446e-01 3.610121e-01
## 1015    5  13  14   4.1703298 6.002468e-01   0 7.520500e-01 5.439017e-01
## 1016    5  13  14   3.1575311 1.290866e-01   0 8.070578e-01 9.678876e-01
## 1017    5  13  14   7.7706070 8.611570e-02   0 1.976613e-01 4.417457e-01
## 1018    5  13  14   7.6963629 1.369232e-01   0 2.658481e-01 3.999147e-01
## 1019    5  13  14   4.3658340 2.774681e-01   0 5.808926e-01 4.987465e-01
## 1020    5  13  14   6.2416838 1.331420e-01   0 3.265897e-01 4.886090e-01
## 1021    5  13  14   3.0610742 3.009559e-01   0 3.011884e-01 7.018557e-01
## 1022    5  13  14   5.3286794 1.635888e-01   0 8.300534e-01 3.801332e-01
## 1023    5  13  14   5.1927487 1.704169e-01   0 7.499497e-01 7.083433e-01
## 1024    5  13  14   3.8721372 1.593125e-01   0 8.772830e-01 5.785683e-01
## 1025    5  13  14   5.2001020 5.374410e-01   0 3.208919e-01 1.980403e-01
## 1026    5  13  14   6.0372239 1.694700e-01   0 7.553977e-01 3.275722e-01
## 1027    5  13  14   7.3094003 2.443285e-01   0 8.353265e-01 2.255024e-01
## 1028    5  13  14  13.4118478 3.230037e-02   0 1.577786e-01 9.363940e-01
## 1029    5  13  14   4.1940957 8.879759e-01   0 5.180985e-01 9.330788e-01
## 1030    5  13  14   8.1229339 1.508237e-01   0 3.686267e-01 3.241649e-01
## 1031    5  13  14   6.4879445 2.217792e-01   0 8.525222e-01 4.691202e-01
## 1032    5  13  14   6.4584639 1.605413e-01   0 6.191638e-01 3.535077e-01
## 1033    5  13  14   7.1963700 3.096507e-01   0 1.261838e-02 1.023145e-01
## 1034    5  13  14  11.3028244 1.143104e-01   0 3.052822e-03 3.688395e-01
## 1035    5  13  14   7.6316129 7.270534e-01   0 7.849399e-01 6.064062e-01
## 1036    5  13  14   4.8521291 1.803724e-01   0 9.074009e-01 3.782937e-01
## 1037    5  13  14   7.6142239 9.382514e-01   0 3.948025e-01 6.784325e-01
## 1038    5  13  14  21.5702558 7.313031e-02   0 5.792553e-01 1.980899e-01
## 1039    5  13  14   6.4648915 5.496054e-01   0 1.589814e-01 9.667723e-01
## 1040    5  13  14   4.1534758 1.093690e-01   0 2.108736e-01 9.437560e-01
## 1041    5  13  14   3.2285700 8.788665e-01   0 2.620921e-01 3.792446e-01
## 1042    5  13  14  83.6413388 5.257004e-02   0 6.358268e-02 1.293776e-01
## 1043    5  13  14   7.3163401 5.202356e-01   0 5.367363e-01 5.808089e-02
## 1044    5  13  14   3.9025108 1.473421e-01   0 7.243962e-01 6.581690e-01
## 1045    5  13  14   7.1947958 4.397507e-01   0 6.808284e-01 2.703903e-01
## 1046    5  13  14  11.1134106 5.357433e-02   0 5.206919e-01 6.590554e-01
## 1047    5  13  14   4.5015771 4.885933e-01   0 1.971483e-01 9.041744e-01
## 1048    5  13  14   5.2791186 1.497361e-01   0 6.763826e-01 4.607972e-01
## 1049    5  13  14   7.9950935 1.602182e-01   0 8.564896e-01 9.093327e-01
## 1050    5  13  14   3.7262287 1.626777e-01   0 9.501131e-01 5.963461e-01
## 1051    5  13  14   6.5392013 7.535708e-02   0 1.607176e-01 9.318654e-01
## 1052    5  13  14   8.1778999 1.206009e-01   0 3.105526e-02 4.698616e-01
## 1053    5  13  14   6.3200786 1.164411e-01   0 1.960257e-01 4.997879e-01
## 1054    5  13  14   7.0152143 1.169477e-01   0 5.873379e-02 5.550753e-01
## 1055    5  13  14   4.1059597 9.165384e-01   0 4.403439e-01 6.204770e-02
## 1056    5  13  14  40.7692258 8.924668e-02   0 3.590742e-01 1.153668e-01
## 1057    5  13  14   7.2112014 2.546241e-01   0 2.620616e-01 7.624279e-01
## 1058    5  13  14   4.3308454 1.095015e-01   0 1.103335e-01 9.220660e-01
## 1059    5  13  14   7.2824378 6.780155e-01   0 7.417607e-02 5.331568e-01
## 1060    5  13  14   4.8496568 9.307832e-02   0 3.515120e-02 9.905254e-01
## 1061    5  13  14   4.7750238 4.628069e-01   0 5.996920e-01 9.630520e-02
## 1062    5  13  14  38.2451254 3.398580e-02   0 4.804937e-02 3.556412e-01
## 1063    5  13  14   2.7567894 2.234273e-02   0 7.061876e-03 4.128428e-01
## 1064    5  13  14   8.6145852 1.112856e-01   0 7.393127e-03 4.772385e-01
## 1065    5  13  14   2.0967639 1.118635e-01   0 4.718057e-01 5.210911e-01
## 1066    5  13  14   5.1218846 1.760760e-01   0 8.810799e-01 3.569634e-01
## 1067    5  13  14   3.1084404 5.587524e-01   0 4.907118e-01 1.664600e-01
## 1068    5  13  14   3.9712706 1.143689e-01   0 1.116862e-01 9.626399e-01
## 1069    5  13  14   5.3806461 5.022215e-01   0 8.489713e-01 8.415576e-01
## 1070    5  13  14   5.5547811 2.013143e-01   0 9.294119e-01 2.658623e-01
## 1071    5  13  14   7.2175342 4.796274e-01   0 8.576647e-01 3.143097e-01
## 1072    5  13  14   4.6330907 1.902297e-01   0 9.591398e-01 3.580710e-01
## 1073    5  13  14   5.8931428 8.120257e-01   0 1.493856e-01 1.213606e-01
## 1074    5  13  14 178.6822097 1.015857e-01   0 5.879144e-03 6.631931e-02
## 1075    5  13  14   2.6873632 2.456575e-01   0 6.077816e-01 9.257870e-01
## 1076    5  13  14   5.9313875 1.856414e-01   0 9.242257e-01 2.925217e-01
## 1077    5  13  14   3.7218151 3.442952e-01   0 2.950362e-01 1.892457e-01
## 1078    5  13  14   5.8687958 1.715913e-01   0 7.618839e-01 3.264530e-01
## 1079    5  13  14   4.8802834 3.368477e-01   0 6.102133e-01 6.614810e-01
## 1080    5  13  14   4.4310597 1.530835e-01   0 8.120213e-01 5.359477e-01
## 1081    5  13  14   4.7381305 5.594218e-01   0 8.974273e-01 6.523265e-01
## 1082    5  13  14   5.5316775 1.881520e-01   0 8.885286e-01 3.032332e-01
## 1083    5  13  14   7.4200134 9.692464e-01   0 5.524929e-01 6.182512e-01
## 1084    5  13  14 198.4724338 9.022056e-02   0 9.137332e-03 7.181787e-02
## 1085    5  13  14   3.9138318 8.861287e-01   0 6.226615e-01 5.029242e-01
## 1086    5  13  14   5.2910445 1.764660e-01   0 8.801949e-01 3.554756e-01
## 1087    5  13  14   4.4050672 2.282762e-01   0 4.280244e-01 9.639222e-01
## 1088    5  13  14   3.5389230 1.554926e-01   0 8.313676e-01 6.809919e-01
## 1089    5  13  14   5.3105568 7.826897e-01   0 4.726748e-01 9.880078e-02
## 1090    5  13  14   4.5756069 1.664466e-01   0 9.127853e-01 4.437247e-01
## 1091    5  13  14   5.7101716 7.602705e-01   0 6.419582e-01 3.641246e-01
## 1092    5  13  14  52.7331569 1.203765e-01   0 2.475433e-01 8.129310e-02
## 1093    5  13  14   6.0170134 1.271622e-01   0 7.287959e-01 3.528749e-01
## 1094    5  13  14   4.1569911 1.619324e-01   0 9.099500e-01 5.106910e-01
## 1095    5  13  14   7.8427103 6.397854e-01   0 4.734694e-01 6.461039e-02
## 1096    5  13  14 196.8007361 8.661549e-02   0 3.530157e-03 7.083091e-02
## 1097    5  13  14   3.5467451 1.867218e-01   0 5.710626e-01 4.468218e-01
## 1098    5  13  14   6.0236975 1.854070e-01   0 7.579102e-01 2.881012e-01
## 1099    5  13  14   3.2769796 7.524027e-01   0 2.526267e-01 4.069267e-01
## 1100    5  13  14   4.5983951 1.333337e-01   0 2.985376e-01 6.692087e-01
## 1101    5  13  14   4.6986334 5.024231e-01   0 7.580042e-01 7.696533e-01
## 1102    5  13  14   6.5674348 1.380627e-01   0 3.509077e-01 4.559344e-01
## 1103    5  13  14   7.1509619 5.401557e-01   0 5.960444e-01 7.689489e-01
## 1104    5  13  14   2.9476356 1.422814e-01   0 8.455172e-01 9.367948e-01
## 1105    5  13  14   2.1488629 7.436499e-02   0 3.433283e-01 6.980564e-01
## 1106    5  13  14   5.0832395 1.838565e-01   0 8.750608e-01 3.443610e-01
## 1107    5  13  14   7.1954021 4.521792e-01   0 8.419221e-01 9.438092e-01
## 1108    5  13  14   3.0140714 1.712904e-01   0 8.319657e-01 7.181948e-01
## 1109    5  13  14   5.2042551 4.140514e-01   0 7.030692e-01 5.270420e-01
## 1110    5  13  14   5.7536374 2.073149e-01   0 9.651632e-01 2.316552e-01
## 1111    5  13  14   3.8940975 6.877331e-01   0 6.821882e-01 7.877435e-01
## 1112    5  13  14   6.6067575 1.192645e-01   0 1.677817e-01 5.603198e-01
## 1113    5  13  14   7.5177657 6.188014e-01   0 7.739809e-01 6.202236e-01
## 1114    5  13  14   3.2126100 1.364681e-01   0 8.600708e-01 8.696865e-01
## 1115    5  13  14   3.6355114 9.217612e-01   0 5.169389e-01 1.602557e-01
## 1116    5  13  14 140.1904450 8.453034e-02   0 5.141659e-02 7.363421e-02
## 1117    5  13  14   6.6106107 2.460067e-01   0 7.483619e-01 2.915639e-01
## 1118    5  13  14   3.2951981 1.450452e-01   0 8.158350e-01 7.945811e-01
## 1119    5  13  14   5.7236622 6.763627e-01   0 1.570044e-01 1.257538e-01
## 1120    5  13  14  12.7370855 1.307473e-01   0 9.857926e-01 1.572333e-01
## 1121    5  13  14   6.3952913 3.063189e-01   0 3.536572e-05 9.148377e-01
## 1122    5  13  14  27.8013378 4.324899e-02   0 7.382769e-05 3.961746e-01
## 1123    5  13  14   7.6363112 1.154555e-01   0 3.592061e-01 3.351311e-01
## 1124    5  13  14   6.7311651 1.502562e-01   0 5.512499e-01 3.608980e-01
## 1125    5  13  14   4.4479246 4.625086e-01   0 7.673937e-01 4.721667e-01
## 1126    5  13  14   3.8892992 1.670020e-01   0 9.754614e-01 5.302666e-01
## 1127    5  13  14   5.2946158 6.193268e-01   0 1.544548e-01 6.425825e-02
## 1128    5  13  14  57.2261988 3.835855e-02   0 1.905784e-02 2.260278e-01
## 1129    5  13  14   3.3599176 1.817986e-01   0 1.008371e-01 2.344211e-02
## 1130    5  13  14   9.1424406 1.191576e-01   0 5.643527e-02 4.167744e-01
## 1131    5  13  14   4.7155147 1.915368e-01   0 6.740742e-01 6.817565e-01
## 1132    5  13  14   3.7554230 1.617021e-01   0 9.172530e-01 5.788266e-01
## 1133    5  13  14   6.3988031 6.790279e-01   0 3.176880e-01 8.054602e-01
## 1134    5  13  14   6.1276630 1.669947e-01   0 6.511346e-01 3.562019e-01
## 1135    5  13  14   5.7728492 3.537055e-01   0 7.810601e-01 2.739198e-01
## 1136    5  13  14   3.3952371 1.706905e-01   0 8.796690e-01 6.249730e-01
## 1137    5  13  14   4.9765575 1.213636e-01   0 8.483214e-01 2.325397e-01
## 1138    5  13  14   3.7818069 1.446083e-01   0 8.183410e-01 6.778230e-01
## 1139    5  13  14   6.0318852 5.586545e-01   0 3.946438e-01 8.903945e-02
## 1140    5  13  14   5.1230845 1.511847e-01   0 7.531705e-01 4.904907e-01
## 1141    5  13  14   4.3280902 6.779781e-02   0 5.899777e-01 4.321247e-01
## 1142    5  13  14   4.5016057 1.467802e-01   0 6.696633e-01 5.776899e-01
## 1143    5  13  14   6.1961961 5.161623e-01   0 6.989979e-01 2.299298e-01
## 1144    5  13  14   6.7972547 1.386667e-01   0 3.766716e-01 4.255871e-01
## 1145    5  13  14   4.3406835 2.866852e-01   0 6.351760e-01 3.100648e-01
## 1146    5  13  14   4.1248475 1.744714e-01   0 9.450838e-01 4.817987e-01
## 1147    5  13  14   2.0684398 8.457041e-01   0 4.878505e-01 5.607119e-01
## 1148    5  13  14   4.6919590 1.633549e-01   0 8.554438e-01 4.546520e-01
## 1149    5  13  14   3.7028520 9.773105e-01   0 9.476321e-01 8.125446e-01
## 1150    5  13  14  14.2229592 1.178709e-01   0 9.991972e-01 1.450094e-01
## 1151    5  13  14   4.3539671 8.724444e-01   0 6.319306e-01 4.514153e-02
## 1152    5  13  14 184.9164407 8.732812e-02   0 1.015843e-02 7.431383e-02
## 1153    5  13  14   4.0800053 6.559007e-01   0 7.981757e-01 8.799416e-01
## 1154    5  13  14   3.4223101 1.496144e-01   0 8.770746e-01 7.368549e-01
## 1155    5  13  14   4.7485352 5.427658e-01   0 3.963812e-01 4.929069e-01
## 1156    5  13  14   2.6526669 1.480495e-01   0 9.640318e-01 9.720358e-01
## 1157    5  13  14   6.9134407 1.575514e-02   0 6.235721e-01 6.461611e-01
## 1158    5  13  14   6.3395620 1.281888e-01   0 2.413666e-01 5.308796e-01
## 1159    5  13  14   3.9633930 4.156689e-01   0 5.777088e-01 4.157665e-02
## 1160    5  13  14 203.0114013 8.268729e-02   0 6.754039e-03 6.963111e-02
## 1161    5  13  14   6.7888097 9.112355e-01   0 7.563877e-01 9.870080e-01
## 1162    5  13  14   1.8531548 2.126201e-01   0 8.399680e-01 9.726467e-01
## 1163    5  13  14   3.4069245 6.897479e-01   0 6.507932e-01 4.978356e-01
## 1164    5  13  14   5.5900786 1.451395e-01   0 5.621429e-01 4.672690e-01
## 1165    5  13  14   2.6699588 5.102464e-01   0 5.662210e-01 7.193750e-01
## 1166    5  13  14   2.9755259 1.393604e-01   0 8.308551e-01 9.200676e-01
## 1167    5  13  14   4.6369931 4.771878e-01   0 1.901429e-01 3.079389e-01
## 1168    5  13  14   9.2714368 1.721598e-01   0 4.562419e-01 2.268896e-01
## 1169    5  13  14   5.9837463 4.218680e-01   0 3.162336e-01 5.640983e-01
## 1170    5  13  14   3.0198860 1.341158e-01   0 9.015729e-01 9.389819e-01
## 1171    5  13  14   2.8265999 5.094146e-01   0 5.643895e-01 2.014976e-01
## 1172    5  13  14   3.2592353 1.530158e-01   0 9.672420e-01 7.172552e-01
## 1173    5  13  14   3.6157271 3.339893e-01   0 1.632179e-01 4.394578e-03
## 1174    5  13  14 115.5943217 5.544918e-02   0 2.319526e-02 1.038228e-01
## 1175    5  13  14   3.0923951 4.652949e-01   0 3.351710e-01 7.107734e-01
## 1176    5  13  14   9.4893510 1.249072e-01   0 1.511867e-01 3.757735e-01
## 1177    5  13  14   6.3879040 6.685150e-01   0 8.466479e-01 7.431920e-01
## 1178    5  13  14   4.4255201 1.688135e-01   0 9.656989e-01 4.566920e-01
## 1179    5  13  14   5.3199949 7.435875e-01   0 3.030573e-02 5.138498e-01
## 1180    5  13  14   7.8967255 1.163901e-01   0 3.574974e-03 5.061453e-01
## 1181    5  13  14   4.4346255 2.171521e-01   0 6.422153e-01 3.922835e-01
## 1182    5  13  14   7.6215213 1.246506e-01   0 2.214247e-01 4.525261e-01
## 1183    5  13  14   7.5221161 8.072967e-02   0 2.476153e-01 7.721133e-01
## 1184    5  13  14   3.0001406 1.556526e-01   0 9.532334e-01 7.968160e-01
## 1185    5  13  14   7.6374110 5.591885e-01   0 9.815471e-01 9.923364e-01
## 1186    5  13  14   2.8541650 1.350488e-01   0 9.939762e-01 9.691192e-01
## 1187    5  13  14   5.6274654 8.291125e-01   0 6.130625e-01 9.657110e-02
## 1188    5  13  14   6.3403573 2.017229e-01   0 8.001000e-01 2.399128e-01
## 1189    5  13  14   7.0049865 8.325129e-01   0 4.412150e-01 6.872809e-01
## 1190    5  13  14  12.4189304 8.887006e-02   0 8.473160e-01 3.020368e-01
## 1191    5  13  14   3.2365746 9.289774e-01   0 1.126126e-01 7.260161e-01
## 1192    5  13  14   4.6998155 9.247899e-02   0 3.507060e-01 9.852578e-01
## 1193    5  13  14   3.2244718 9.609100e-01   0 6.931560e-01 5.977921e-02
## 1194    5  13  14 176.2792518 8.904384e-02   0 8.576332e-03 7.103716e-02
## 1195    5  13  14   6.2621547 7.398313e-01   0 1.323177e-01 2.282546e-01
## 1196    5  13  14   4.8870421 1.720342e-01   0 8.965980e-01 3.984618e-01
## 1197    5  13  14   6.1013706 7.511305e-01   0 4.130304e-01 5.633544e-01
## 1198    5  13  14   3.9288469 1.663281e-01   0 9.472737e-01 5.260913e-01
## 1199    5  13  14   5.0264100 3.382258e-01   0 7.410582e-01 2.338966e-01
## 1200    5  13  14   3.8654101 1.596070e-01   0 9.390694e-01 5.892761e-01
## 1201    5  13  14   4.5177762 7.393343e-01   0 5.149863e-01 6.174046e-01
## 1202    5  13  14   4.1028933 1.649912e-01   0 9.452631e-01 5.119230e-01
## 1203    5  13  14   7.0705601 1.111066e-02   0 8.972910e-01 8.775960e-01
## 1204    5  13  14   3.3289734 1.472141e-01   0 8.988206e-01 7.751101e-01
## 1205    5  13  14   7.4959726 9.934853e-01   0 5.756451e-01 1.123957e-01
## 1206    5  13  14  12.5543301 8.410886e-01   0 6.993056e-01 1.226758e-01
## 1207    5  13  14   6.7427285 9.966537e-01   0 2.605837e-01 7.206813e-01
## 1208    5  13  14  77.2094402 1.740739e-01   0 1.451252e-01 8.316548e-02
## 1209    5  13  14   2.3927396 2.287685e-01   0 1.322426e-01 7.764849e-02
## 1210    5  13  14   8.1974473 1.837899e-01   0 5.872301e-01 2.209272e-01
## 1211    5  13  14   5.0879800 2.269707e-02   0 2.467469e-01 3.657763e-01
## 1212    5  13  14   3.8903022 1.386511e-01   0 6.053699e-01 7.246288e-01
## 1213    5  13  14   7.5224742 4.388827e-01   0 8.042307e-01 5.221142e-01
## 1214    5  13  14   3.8568133 1.571494e-01   0 9.201898e-01 5.896893e-01
## 1215    5  13  14   4.1013021 2.877236e-01   0 6.847440e-01 2.570478e-01
## 1216    5  13  14  10.9278396 1.292744e-01   0 9.036002e-02 3.156294e-01
## 1217    5  13  14   2.8495512 9.256623e-01   0 7.787641e-01 5.506455e-02
## 1218    5  13  14  89.4736782 6.715786e-02   0 9.182280e-02 1.017383e-01
## 1219    5  13  14   7.4316105 2.517326e-01   0 9.490951e-02 2.363369e-02
## 1220    5  13  14   4.3653218 1.279014e-01   0 2.255056e-01 7.922052e-01
## 1221    5  13  14   4.7193932 7.017768e-01   0 9.707477e-01 4.006006e-01
## 1222    5  13  14   4.1859811 1.537326e-01   0 9.716008e-01 5.271783e-01
## 1223    5  13  14   2.5247222 6.971607e-01   0 3.763920e-01 8.766162e-01
## 1224    5  13  14   4.3073553 1.324739e-01   0 6.735515e-01 6.904134e-01
## 1225    5  13  14   3.9467861 2.804893e-01   0 1.719415e-02 6.038043e-01
## 1226    5  13  14   8.1988029 1.474984e-01   0 3.380164e-01 3.243911e-01
## 1227    5  13  14   6.4600799 8.195039e-01   0 7.433638e-01 6.275669e-01
## 1228    5  13  14   3.2553013 1.299238e-01   0 7.452238e-01 9.489178e-01
## 1229    5  13  14   6.2122196 1.651974e-01   0 5.882482e-02 4.149686e-01
## 1230    5  13  14  12.0056993 1.472046e-01   0 2.131092e-01 2.440700e-01
## 1231    5  13  14   2.9016666 3.179809e-01   0 2.538019e-01 5.228426e-01
## 1232    5  13  14   6.4925270 1.444844e-01   0 5.009835e-01 4.094884e-01
## 1233    5  13  14   4.1800950 7.808174e-01   0 9.444934e-01 8.259824e-01
## 1234    5  13  14   3.4353810 1.448278e-01   0 9.599020e-01 7.291334e-01
## 1235    5  13  14   6.7125706 3.083749e-01   0 4.972704e-01 3.309053e-01
## 1236    5  13  14   8.7666490 1.205408e-01   0 5.960594e-02 4.316470e-01
## 1237    5  13  14   4.9439135 6.399834e-01   0 2.472862e-01 1.374775e-01
## 1238    5  13  14   5.2434435 1.776549e-01   0 9.011801e-01 3.459462e-01
## 1239    5  13  14   4.9116466 1.355698e-01   0 9.346063e-01 3.552859e-03
## 1240    5  13  14  12.7785575 1.407349e-01   0 9.828146e-01 1.399148e-01
## 1241    5  13  14   2.4269117 7.549287e-02   0 6.063444e-01 6.624060e-01
## 1242    5  13  14   4.1660682 1.655092e-01   0 9.437516e-01 5.040155e-01
## 1243    5  13  14   7.1198894 5.310055e-01   0 7.774580e-01 4.590479e-01
## 1244    5  13  14  71.0367897 3.558518e-02   0 1.903456e-02 2.012656e-01
## 1245    5  13  14   4.1571261 3.194445e-02   0 6.481389e-02 5.583035e-01
## 1246    5  13  14   3.8639889 1.209272e-01   0 3.577751e-01 8.994697e-01
## 1247    5  13  14   5.7284900 9.156550e-01   0 6.344133e-01 5.685247e-01
## 1248    5  13  14   5.7345831 1.813412e-01   0 8.434167e-01 3.123217e-01
## 1249    5  13  14   6.8611481 1.323199e-02   0 8.821731e-02 1.040227e-02
## 1250    5  13  14  69.3479790 4.030226e-02   0 1.329396e-02 1.816271e-01
## 1251    5  13  14   6.4335025 5.080341e-01   0 4.658920e-01 6.445821e-01
## 1252    5  13  14   4.0888446 1.512702e-01   0 7.550541e-01 6.251105e-01
## 1253    5  13  14   7.6891750 1.907293e-01   0 7.521151e-01 3.626169e-01
## 1254    5  13  14   3.3193015 1.592111e-01   0 8.525673e-01 7.125031e-01
## 1255    5  13  14   4.4999593 5.862926e-01   0 3.596129e-01 5.945777e-01
## 1256    5  13  14   8.6993575 1.417500e-01   0 2.549329e-01 3.316901e-01
## 1257    5  13  14   2.2421327 6.376724e-01   0 8.910534e-01 2.930002e-01
## 1258    5  13  14   4.8918728 1.800896e-01   0 9.777970e-01 3.629654e-01
## 1259    5  13  14   2.4828624 4.962106e-01   0 7.020363e-02 3.374279e-01
## 1260    5  13  14   9.9546873 1.275853e-01   0 1.083669e-01 3.542565e-01
## 1261    5  13  14   5.1011342 6.638022e-01   0 1.896327e-01 7.390046e-01
## 1262    5  13  14   3.8007026 1.178165e-01   0 1.884501e-01 9.683335e-01
## 1263    5  13  14   4.0452548 6.078708e-01   0 8.215482e-01 5.191391e-01
## 1264    5  13  14  38.9723508 3.704373e-02   0 8.679277e-02 3.119101e-01
## 1265    5  13  14   4.4341361 7.688466e-01   0 9.051372e-01 3.883420e-02
## 1266    5  13  14  13.2629924 1.224518e-01   0 9.807473e-01 1.776591e-01
## 1267    5  13  14   6.0189902 8.728913e-01   0 1.449935e-01 7.395917e-01
## 1268    5  13  14 153.2581330 1.005389e-01   0 2.759934e-02 6.819900e-02
## 1269    5  13  14   7.0999449 7.048565e-01   0 6.588835e-01 1.528140e-01
## 1270    5  13  14 164.1695923 9.698003e-02   0 1.459528e-02 6.807888e-02
## 1271    5  13  14   4.3256041 4.978885e-01   0 2.845200e-01 3.818560e-01
## 1272    5  13  14   4.7861144 1.535052e-01   0 5.236247e-01 5.189678e-01
## 1273    5  13  14   2.1818539 3.346506e-01   0 7.204467e-01 4.953577e-02
## 1274    5  13  14 176.0733491 7.593132e-02   0 6.566882e-03 7.951698e-02
## 1275    5  13  14   4.8451182 5.082345e-01   0 8.759100e-01 4.837767e-01
## 1276    5  13  14   4.8760700 1.808829e-01   0 9.704902e-01 3.523153e-01
## 1277    5  13  14   3.0236871 5.699714e-01   0 8.995232e-01 3.790479e-01
## 1278    5  13  14   4.7866710 1.722490e-01   0 9.586210e-01 3.971655e-01
## 1279    5  13  14   5.2603838 4.130864e-01   0 9.831386e-01 3.428081e-01
## 1280    5  13  14   2.9595648 1.517477e-01   0 9.961510e-01 8.356735e-01
## 1281    5  13  14   7.9284022 7.839584e-01   0 8.300809e-01 5.328223e-01
## 1282    5  13  14  15.6166358 1.572232e-01   0 9.389107e-01 1.010054e-01
## 1283    5  13  14   4.0076020 8.864843e-02   0 8.943011e-01 2.639175e-01
## 1284    5  13  14   5.1199906 1.786108e-01   0 9.411225e-01 3.457881e-01
## 1285    5  13  14   5.2098354 8.431620e-01   0 9.739159e-01 7.062679e-01
## 1286    5  13  14   3.5914334 1.681432e-01   0 9.923240e-01 5.775421e-01
## 1287    5  13  14   2.0096632 3.108404e-01   0 9.574069e-01 5.240917e-01
## 1288    5  13  14   5.4369303 1.757401e-01   0 8.465888e-01 3.476794e-01
## 1289    5  13  14   5.2071450 6.237912e-01   0 4.803561e-01 5.680747e-01
## 1290    5  13  14   4.3160961 1.087066e-01   0 1.378027e-01 9.332439e-01
## 1291    5  13  14   2.5564342 8.276954e-01   0 2.838218e-01 6.916654e-01
## 1292    5  13  14   3.7464007 1.538552e-01   0 7.837877e-01 6.221162e-01
## 1293    5  13  14   5.7714850 6.174879e-01   0 2.780702e-02 1.036849e-01
## 1294    5  13  14  16.7233959 5.556063e-02   0 4.478172e-01 4.176796e-01
## 1295    5  13  14   4.4998229 2.077047e-01   0 4.299864e-01 5.171994e-01
## 1296    5  13  14   4.0435413 1.227460e-01   0 2.422923e-01 8.639340e-01
## 1297    5  13  14   5.8268638 4.445707e-01   0 4.461938e-01 6.809111e-01
## 1298    5  13  14   3.9470634 1.624879e-01   0 9.274559e-01 5.503689e-01
## 1299    5  13  14   5.1575494 4.500563e-01   0 2.643282e-01 6.133071e-02
## 1300    5  13  14   6.3478437 1.716603e-01   0 7.107719e-01 3.029823e-01
## 1301    5  13  14   4.9552369 3.768283e-01   0 3.742940e-01 6.556339e-01
## 1302    5  13  14   4.9029844 1.515492e-01   0 6.027857e-01 5.049332e-01
## 1303    5  13  14   6.6874595 7.747310e-01   0 3.047190e-01 7.106072e-01
## 1304    5  13  14  24.4479099 1.331688e-01   0 6.170395e-01 9.808510e-02
## 1305    5  13  14   5.2480844 2.900824e-01   0 6.046431e-01 5.801375e-01
## 1306    5  13  14   4.7787033 1.562070e-01   0 7.379141e-01 4.830166e-01
## 1307    5  13  14   4.3632889 6.626984e-02   0 5.780834e-01 4.398426e-01
## 1308    5  13  14   5.0016715 1.709239e-01   0 8.216612e-01 3.930760e-01
## 1309    5  13  14   2.3847280 4.119497e-01   0 1.617646e-01 8.695891e-01
## 1310    5  13  14   4.4452035 1.531159e-01   0 7.777140e-01 5.228987e-01
## 1311    5  13  14   7.7132569 4.072666e-01   0 4.136495e-01 4.932349e-01
## 1312    5  13  14   5.2198386 1.894460e-01   0 9.273083e-01 3.235014e-01
## 1313    5  13  14   2.0042393 2.817022e-01   0 4.820567e-01 4.094690e-01
## 1314    5  13  14   3.8741453 1.694286e-01   0 8.703942e-01 5.234966e-01
## 1315    5  13  14   7.4845950 9.375199e-01   0 7.312736e-01 4.956706e-01
## 1316    5  13  14 157.0141414 9.430979e-02   0 3.587444e-02 6.999858e-02
## 1317    5  13  14   2.0795445 7.225268e-01   0 6.772249e-01 1.220206e-01
## 1318    5  13  14   4.5388492 1.540152e-01   0 7.475511e-01 5.245733e-01
## 1319    5  13  14   3.4109655 8.503532e-02   0 1.402466e-01 9.463193e-01
## 1320    5  13  14   6.4645949 1.335532e-01   0 1.682087e-01 5.180270e-01
## 1321    5  13  14   4.0360994 6.964086e-01   0 2.022640e-01 3.011858e-01
## 1322    5  13  14   8.2504464 1.289145e-01   0 2.397568e-01 3.908554e-01
## 1323    5  13  14   3.3466546 7.700422e-01   0 3.306455e-01 5.302828e-02
## 1324    5  13  14 179.6416933 9.210880e-02   0 9.188269e-03 7.210706e-02
## 1325    5  13  14   7.3215589 3.975566e-02   0 4.452334e-01 2.010369e-02
## 1326    5  13  14   8.4869531 1.266635e-01   0 2.079213e-01 3.966760e-01
## 1327    5  13  14   6.4797574 4.276011e-01   0 9.601017e-02 7.854400e-01
## 1328    5  13  14   3.6107522 1.366047e-01   0 7.235946e-02 9.499218e-01
## 1329    5  13  14   2.1738441 1.423282e-01   0 8.816772e-01 7.911484e-01
## 1330    5  13  14   3.3700448 1.338061e-01   0 7.064262e-01 8.770633e-01
## 1331    5  13  14   6.8422766 1.632251e-02   0 7.173384e-01 6.704916e-01
## 1332    5  13  14   4.4244813 1.062235e-01   0 5.967236e-02 9.296503e-01
## 1333    5  13  14   5.3389748 7.972129e-01   0 1.079065e-01 4.010167e-02
## 1334    5  13  14   9.3994205 1.357370e-01   0 2.243252e-01 3.294549e-01
## 1335    5  13  14   7.2793805 4.953670e-01   0 7.696681e-01 7.016906e-01
## 1336    5  13  14   7.0245404 7.058257e-02   0 6.461710e-01 9.889968e-01
## 1337    5  13  14   6.2937191 9.341822e-02   0 4.686434e-02 3.364553e-01
## 1338    5  13  14   5.1840585 1.129101e-01   0 1.091170e-01 7.471823e-01
## 1339    5  13  14   2.7206855 2.795266e-01   0 5.664667e-01 2.544130e-01
## 1340    5  13  14   3.5489364 1.361412e-01   0 7.980301e-01 8.319838e-01
## 1341    5  13  14   2.4421229 6.317446e-01   0 2.589014e-01 5.738967e-01
## 1342    5  13  14   4.4500655 1.699180e-01   0 9.075934e-01 4.491320e-01
## 1343    5  13  14   7.3508691 2.761873e-01   0 7.079557e-01 7.343831e-01
## 1344    5  13  14 137.0205534 5.301014e-02   0 1.563964e-02 1.002363e-01
## 1345    5  13  14   6.6668994 1.153269e-01   0 9.548801e-01 7.108020e-01
## 1346    5  13  14   2.8061598 1.363090e-01   0 9.838559e-01 9.706809e-01
## 1347    5  13  14   3.3100525 5.636844e-01   0 9.798825e-01 5.114580e-01
## 1348    5  13  14   4.1623415 1.590486e-01   0 9.975549e-01 5.358807e-01
## 1349    5  13  14   6.7868741 1.039609e-01   0 6.977193e-01 2.187883e-01
## 1350    5  13  14   6.3943449 1.811174e-01   0 7.275659e-01 2.812721e-01
## 1351    5  13  14   3.9711193 4.633133e-01   0 4.221709e-02 2.751519e-01
## 1352    5  13  14   3.7052068 1.250378e-01   0 6.456975e-02 9.581722e-01
## 1353    5  13  14   6.5098373 1.606291e-01   0 2.931582e-01 3.927083e-01
## 1354    5  13  14   5.0520829 1.810196e-01   0 8.981180e-01 3.504288e-01
## 1355    5  13  14   3.7740022 7.317975e-01   0 4.495285e-01 3.169368e-01
## 1356    5  13  14   3.2424067 1.457117e-01   0 9.002707e-01 7.819695e-01
## 1357    5  13  14   7.5770180 5.482744e-01   0 9.642643e-01 2.498534e-01
## 1358    5  13  14   4.1094484 1.706425e-01   0 9.939426e-01 4.828939e-01
## 1359    5  13  14   6.3773257 5.185498e-01   0 1.004678e-01 3.615438e-01
## 1360    5  13  14   6.2837382 1.490498e-01   0 5.548742e-01 3.935883e-01
## 1361    5  13  14   3.5115993 7.469255e-01   0 8.249993e-01 3.961568e-01
## 1362    5  13  14   5.1077530 1.919543e-01   0 9.847470e-01 3.213154e-01
## 1363    5  13  14   5.5381584 6.254174e-01   0 5.487086e-01 1.070197e-01
## 1364    5  13  14  61.5242006 5.100431e-02   0 1.000498e-01 1.545181e-01
## 1365    5  13  14   2.3627429 8.887817e-02   0 3.245851e-01 4.290838e-01
## 1366    5  13  14   5.1476624 1.458806e-01   0 6.659468e-01 4.919019e-01
## 1367    5  13  14   4.4012763 3.095052e-01   0 8.365062e-01 4.427281e-02
## 1368    5  13  14   3.8153506 1.160087e-01   0 3.033626e-01 9.468245e-01
## 1369    5  13  14   5.4617054 4.798895e-01   0 3.618320e-01 2.652757e-01
## 1370    5  13  14   2.9092745 1.433112e-01   0 9.290366e-01 9.274471e-01
## 1371    5  13  14   4.0066883 5.274320e-01   0 6.906908e-01 2.607796e-01
## 1372    5  13  14   4.5989220 1.805712e-01   0 9.821785e-01 3.986505e-01
## 1373    5  13  14   2.0291273 3.645218e-01   0 7.190304e-01 4.506625e-02
## 1374    5  13  14   4.3488107 1.595156e-01   0 9.127464e-01 4.898466e-01
## 1375    5  13  14   5.8856888 5.859159e-01   0 4.017192e-01 1.916544e-01
## 1376    5  13  14   3.7598007 1.522355e-01   0 8.781427e-01 6.371975e-01
## 1377    5  13  14   5.7231801 1.294706e-01   0 5.423885e-01 9.101439e-01
## 1378    5  13  14   4.8452787 1.806441e-01   0 9.313063e-01 3.697496e-01
## 1379    5  13  14   3.0063624 5.775123e-01   0 3.851295e-01 9.908585e-01
## 1380    5  13  14   2.7386204 1.478630e-01   0 7.982523e-01 9.564211e-01
## 1381    5  13  14   3.1100770 5.790422e-01   0 2.618464e-02 6.433369e-01
## 1382    5  13  14   6.7390360 1.178388e-01   0 1.411718e-02 5.580763e-01
## 1383    5  13  14   2.1091558 8.463275e-01   0 6.692151e-01 3.022621e-01
## 1384    5  13  14   4.7613227 1.653553e-01   0 8.468337e-01 4.320387e-01
## 1385    5  13  14   5.2798471 2.050464e-01   0 6.648632e-01 5.266748e-01
## 1386    5  13  14   2.9325474 1.402771e-01   0 6.529859e-01 9.668078e-01
## 1387    5  13  14   6.2413356 9.665051e-01   0 9.408742e-02 3.361815e-02
## 1388    5  13  14  97.4633200 1.191294e-01   0 1.102341e-01 7.257394e-02
## 1389    5  13  14   2.5546823 1.800751e-01   0 5.300517e-01 1.615738e-01
## 1390    5  13  14   3.8246515 1.139515e-01   0 3.199373e-01 9.711173e-01
## 1391    5  13  14   2.9952898 3.532889e-01   0 3.011564e-01 6.496605e-02
## 1392    5  13  14   3.8086833 1.648787e-01   0 8.190159e-01 5.798623e-01
## 1393    5  13  14   5.8908279 2.362642e-01   0 1.920081e-01 4.882392e-01
## 1394    5  13  14   5.6787746 1.268552e-01   0 2.511599e-01 5.913459e-01
## 1395    5  13  14   2.1430574 6.823884e-01   0 5.376243e-01 5.264192e-02
## 1396    5  13  14 178.2901012 1.023917e-01   0 1.105291e-02 6.541989e-02
## 1397    5  13  14   5.4724494 6.571549e-01   0 4.967495e-01 7.731402e-01
## 1398    5  13  14   3.6876424 1.544085e-01   0 9.540341e-01 6.293685e-01
## 1399    5  13  14   6.0698072 5.616685e-02   0 8.005272e-01 8.656935e-01
## 1400    5  13  14  23.3044870 6.537663e-02   0 4.319888e-01 2.465348e-01
## 1401    5  13  14   4.0447442 9.750572e-01   0 4.139720e-01 5.958783e-01
## 1402    5  13  14  14.2956786 9.861476e-01   0 2.955777e-01 2.652354e-01
## 1403    5  13  14   6.9267607 1.430014e-03   0 7.639580e-03 2.989242e-02
## 1404    5  13  14 409.3935335 9.351124e-03   0 1.059467e-02 6.394730e-01
## 1405    5  13  14   7.4173043 4.788208e-01   0 9.575990e-01 8.179318e-02
## 1406    5  13  14 385.1613911 4.154780e-01   0 7.627531e-01 8.474205e-02
## 1407    5  13  14   7.5088183 2.023988e-01   0 1.038103e-02 8.564639e-01
## 1408    5  13  14   4.5041080 1.244688e-01   0 2.807887e-02 7.952951e-01
## 1409    5  13  14   5.1956797 6.145856e-02   0 2.299188e-02 1.307629e-02
## 1410    5  13  14   5.9739463 1.293426e-01   0 2.123281e-01 5.731243e-01
## 1411    5  13  14   6.3149820 7.961942e-01   0 1.321501e-01 3.770916e-01
## 1412    5  13  14 197.4375825 8.327440e-02   0 1.925026e-03 7.079662e-02
## 1413    5  13  14   6.1888051 3.950271e-01   0 3.276849e-01 9.848788e-01
## 1414    5  13  14   6.7942454 7.383293e-02   0 8.170377e-01 9.927910e-01
## 1415    5  13  14   4.9504048 4.351938e-01   0 4.355597e-01 9.571167e-01
## 1416    5  13  14   4.8311583 1.604728e-01   0 9.579721e-01 4.538589e-01
## 1417    5  13  14   7.0594243 7.597020e-01   0 1.109833e-01 1.132068e-02
## 1418    5  13  14 203.9579896 8.437004e-02   0 5.231102e-03 7.032268e-02
## 1419    5  13  14   7.7749280 4.884134e-01   0 2.087851e-01 2.911011e-01
## 1420    5  13  14   6.7103387 1.274513e-01   0 2.085523e-01 5.028980e-01
## 1421    5  13  14   7.9693898 6.013029e-01   0 4.324795e-01 9.581724e-01
## 1422    5  13  14   5.3044386 1.800749e-01   0 9.137988e-01 3.224949e-01
## 1423    5  13  14   7.3734722 8.864415e-01   0 1.167238e-01 5.533400e-01
## 1424    5  13  14  24.3463507 1.113076e-01   0 5.386568e-01 1.170922e-01
## 1425    5  13  14   5.1805175 6.469339e-01   0 3.640327e-01 6.041662e-02
## 1426    5  13  14 171.1435306 8.005398e-02   0 5.930188e-03 7.298265e-02
## 1427    5  13  14   4.9206553 3.944739e-01   0 2.179423e-01 6.521563e-01
## 1428    5  13  14   5.1462090 1.745620e-01   0 9.134591e-01 3.700973e-01
## 1429    5  13  14   7.9274304 1.972601e-01   0 5.433984e-01 8.274119e-01
## 1430    5  13  14   4.9259685 1.500121e-01   0 6.623016e-01 4.898419e-01
## 1431    5  13  14   4.0979587 5.625401e-01   0 6.398842e-01 7.635677e-02
## 1432    5  13  14 184.5536789 9.073578e-02   0 1.602657e-02 6.815231e-02
## 1433    5  13  14   4.3677895 7.760551e-01   0 6.705884e-01 8.248494e-01
## 1434    5  13  14   4.9077392 1.815698e-01   0 9.538816e-01 3.471924e-01
## 1435    5  13  14   4.7663333 8.866191e-01   0 1.313270e-01 5.570141e-01
## 1436    5  13  14 193.7685258 9.250888e-02   0 3.154385e-03 6.959133e-02
## 1437    5  13  14   4.4532997 6.213217e-01   0 9.209099e-01 6.665968e-01
## 1438    5  13  14   2.9698408 1.351420e-01   0 9.898328e-01 9.178137e-01
## 1439    5  13  14   6.0068195 3.517271e-01   0 5.998809e-01 6.202867e-01
## 1440    5  13  14   2.7753886 1.382125e-01   0 8.885360e-01 9.836341e-01
## 1441    5  13  14   2.7182036 7.514350e-01   0 4.774795e-01 8.223399e-01
## 1442    5  13  14   5.7755654 1.131908e-01   0 7.877738e-02 6.957367e-01
## 1443    5  13  14   7.0643495 3.462076e-01   0 9.916850e-01 7.210333e-01
## 1444    5  13  14   3.2478403 1.523985e-01   0 9.585853e-01 7.566442e-01
## 1445    5  13  14   6.4503168 7.609640e-01   0 7.916205e-01 3.580333e-01
## 1446    5  13  14 167.4686439 9.996793e-02   0 2.210625e-02 6.777321e-02
## 1447    5  13  14   4.3098932 1.551427e-03   0 3.182071e-01 6.719893e-01
## 1448    5  13  14 159.9125626 8.403984e-02   0 3.066055e-02 7.188878e-02
## 1449    5  13  14   5.6166908 6.443696e-01   0 8.256531e-01 4.177221e-01
## 1450    5  13  14   4.9955242 1.906067e-01   0 9.079452e-01 3.471013e-01
## 1451    5  13  14   4.7489893 6.105687e-01   0 5.777632e-02 5.936241e-01
## 1452    5  13  14   6.9433437 1.144668e-01   0 6.062812e-02 5.750405e-01
## 1453    5  13  14   4.6219616 4.661870e-01   0 3.536667e-01 4.369429e-01
## 1454    5  13  14   5.3397447 1.859502e-01   0 8.365003e-01 3.293005e-01
## 1455    5  13  14   6.1421948 3.723609e-01   0 1.878883e-01 1.501590e-01
## 1456    5  13  14   4.1540007 1.071835e-01   0 2.285231e-01 9.771511e-01
## 1457    5  13  14   5.3625592 1.199394e-01   0 7.506042e-01 2.233019e-02
## 1458    5  13  14   5.7327530 1.820805e-01   0 8.384748e-01 3.067070e-01
## 1459    5  13  14   4.8168153 7.480785e-01   0 9.622285e-01 2.547615e-01
## 1460    5  13  14  21.1108337 1.171504e-01   0 9.935618e-01 1.075889e-01
## 1461    5  13  14   5.5907787 4.883660e-01   0 6.296328e-01 5.975656e-01
## 1462    5  13  14   5.0383123 1.518342e-01   0 7.917738e-01 4.541772e-01
## 1463    5  13  14   3.3816592 7.273642e-01   0 1.616478e-01 4.944814e-01
## 1464    5  13  14   4.5523148 1.442228e-01   0 6.550427e-01 5.915471e-01
## 1465    5  13  14   3.8041649 7.182271e-01   0 5.073638e-01 3.588034e-01
## 1466    5  13  14   3.9667740 1.430446e-01   0 8.055102e-01 6.568542e-01
## 1467    5  13  14   6.4188804 6.527678e-01   0 8.174898e-01 1.734385e-01
## 1468    5  13  14   4.7147104 1.424884e-01   0 8.270087e-01 5.561036e-01
## 1469    5  13  14   5.4403011 5.128555e-01   0 3.198914e-01 1.810085e-01
## 1470    5  13  14   6.1288090 1.783988e-01   0 6.734473e-01 3.040039e-01
## 1471    5  13  14   5.6637807 9.682442e-01   0 3.111008e-01 8.902341e-01
## 1472    5  13  14  12.2223365 9.019219e-01   0 6.511805e-01 1.911421e-01
## 1473    5  13  14   7.8126342 2.029663e-01   0 9.416884e-01 6.449358e-01
## 1474    5  13  14   4.7536208 1.784435e-01   0 9.648845e-01 3.880995e-01
## 1475    5  13  14   6.9348465 6.837024e-01   0 9.808466e-01 9.706869e-01
## 1476    5  13  14   4.3951161 1.652370e-01   0 9.868183e-01 4.646139e-01
## 1477    5  13  14   6.9940056 1.568167e-01   0 4.092097e-01 4.823532e-01
## 1478    5  13  14   2.9607205 1.449415e-01   0 9.092656e-01 8.888830e-01
## 1479    5  13  14   6.9500752 4.621707e-01   0 9.143093e-01 4.361425e-01
## 1480    5  13  14   3.5176491 1.484578e-01   0 9.002805e-01 7.076387e-01
## 1481    5  13  14   6.9914351 2.940564e-01   0 7.213885e-01 5.450638e-01
## 1482    5  13  14   3.1175622 1.669335e-01   0 9.671231e-01 7.076267e-01
## 1483    5  13  14   3.4731149 2.864532e-02   0 6.827601e-01 8.490030e-01
## 1484    5  13  14   3.2550674 1.435749e-01   0 7.975780e-01 8.239041e-01
## 1485    5  13  14   4.9489962 6.805265e-01   0 7.412433e-01 1.569177e-01
## 1486    5  13  14   8.6742355 8.618524e-01   0 9.550099e-01 6.621761e-01
## 1487    5  13  14   7.3698499 8.110900e-01   0 4.856665e-01 5.687867e-02
## 1488    5  13  14  19.9226838 1.287272e-01   0 7.582777e-01 1.083028e-01
## 1489    5  13  14   6.4073405 7.267962e-01   0 5.528866e-01 3.298384e-01
## 1490    5  13  14   5.7273504 1.787330e-01   0 7.498459e-01 3.249152e-01
## 1491    5  13  14   6.7058739 1.114656e-02   0 4.751879e-01 5.670430e-01
## 1492    5  13  14  21.6024649 7.692285e-02   0 4.792324e-01 2.035539e-01
## 1493    5  13  14   2.0460815 9.717650e-02   0 8.250266e-01 3.460389e-01
## 1494    5  13  14   4.5258798 1.735830e-01   0 9.452750e-01 4.161205e-01
## 1495    5  13  14   5.0397364 6.175614e-01   0 7.089794e-01 9.581451e-01
## 1496    5  13  14   4.9531059 1.516557e-01   0 7.605284e-01 4.911610e-01
## 1497    5  13  14   4.8473712 6.793214e-01   0 6.376826e-01 1.832655e-01
## 1498    5  13  14 169.1505704 8.903104e-02   0 2.128175e-02 7.114208e-02
## 1499    5  13  14   7.6459578 8.241995e-01   0 6.213960e-01 2.518826e-01
## 1500    5  13  14  11.7969342 1.126285e-01   0 8.497545e-01 2.251593e-01
## 1501    5  13  14   2.4894223 3.593162e-01   0 8.462482e-01 9.188349e-01
## 1502    5  13  14   5.0316445 1.715116e-01   0 7.887090e-01 4.083562e-01
## 1503    5  13  14   4.9872266 2.290867e-01   0 3.142045e-01 5.060003e-01
## 1504    5  13  14   5.0585082 1.668133e-01   0 8.240485e-01 4.050104e-01
## 1505    5  13  14   7.7986482 3.609604e-01   0 9.071325e-01 6.684284e-01
## 1506    5  13  14   3.1975241 1.440884e-01   0 9.445274e-01 8.135850e-01
## 1507    5  13  14   6.1183350 3.730628e-01   0 4.434697e-01 8.448253e-01
## 1508    5  13  14   3.5039576 1.418014e-01   0 5.957424e-01 7.847126e-01
## 1509    5  13  14   2.4706964 9.510196e-01   0 6.458592e-01 4.436534e-01
## 1510    5  13  14   3.1671872 1.942009e-01   0 9.021092e-01 6.056713e-01
## 1511    5  13  14   2.4601332 2.427353e-01   0 9.600667e-01 8.504151e-01
## 1512    5  13  14   2.8995122 1.667745e-01   0 9.881628e-01 7.595458e-01
## 1513    5  13  14   5.7118483 7.146551e-01   0 7.307032e-02 8.778573e-02
## 1514    5  13  14 112.8801084 5.049180e-02   0 2.099965e-02 1.103568e-01
## 1515    5  13  14   7.6655546 5.750048e-01   0 1.831380e-01 3.353473e-01
## 1516    5  13  14   4.0291016 1.122253e-01   0 1.659788e-01 9.954506e-01
## 1517    5  13  14   5.8245396 5.810544e-01   0 7.043964e-01 3.153122e-01
## 1518    5  13  14   5.2109883 1.843157e-01   0 9.667515e-01 3.151722e-01
## 1519    5  13  14   5.9561389 4.159131e-01   0 9.719208e-01 7.515212e-01
## 1520    5  13  14   3.2244163 1.540939e-01   0 9.644745e-01 7.111325e-01
## 1521    5  13  14   4.9235751 1.278090e-01   0 4.677562e-01 5.855437e-01
## 1522    5  13  14   7.2259373 1.779844e-01   0 6.975542e-01 2.566803e-01
## 1523    5  13  14   2.6590096 4.471253e-01   0 1.031829e-01 1.803393e-01
## 1524    5  13  14  10.2275530 1.197657e-01   0 6.794666e-02 3.754310e-01
## 1525    5  13  14   4.7970044 9.432888e-01   0 6.813852e-01 5.655765e-01
## 1526    5  13  14 152.8512824 9.796015e-02   0 3.656351e-02 6.984686e-02
## 1527    5  13  14   6.7469450 8.616307e-01   0 6.241804e-01 3.621857e-02
## 1528    5  13  14  37.3931589 1.074155e-01   0 3.009520e-01 1.004963e-01
## 1529    5  13  14   2.5567513 1.248536e-01   0 6.454366e-01 3.921399e-01
## 1530    5  13  14   5.6540840 1.794950e-01   0 8.603671e-01 3.220989e-01
## 1531    5  13  14   5.9823458 3.382965e-01   0 3.716507e-02 1.239140e-01
## 1532    5  13  14   9.3461649 1.108906e-01   0 2.364433e-03 4.588200e-01
## 1533    5  13  14   4.8886175 7.212365e-01   0 3.328090e-01 3.987069e-01
## 1534    5  13  14   5.9436538 1.177352e-01   0 1.433356e-01 6.307308e-01
## 1535    5  13  14   4.4509848 6.972589e-01   0 3.904706e-01 2.239781e-01
## 1536    5  13  14 165.7843701 7.303968e-02   0 1.249746e-02 7.496740e-02
## 1537    5  13  14   3.1968570 9.848481e-01   0 7.110077e-01 2.828601e-01
## 1538    5  13  14  14.9044164 9.582311e-01   0 3.278905e-01 3.146799e-01
## 1539    5  13  14   3.8138342 1.486987e-01   0 6.245315e-01 5.761354e-01
## 1540    5  13  14   3.2006826 1.404746e-01   0 5.956442e-01 8.733349e-01
## 1541    5  13  14   3.3480922 5.960458e-01   0 6.155451e-01 3.465926e-01
## 1542    5  13  14   3.7562642 1.624257e-01   0 9.533176e-01 5.756094e-01
## 1543    5  13  14   2.5818817 4.939088e-01   0 1.821195e-02 1.689344e-02
## 1544    5  13  14   4.5591165 1.646885e-01   0 8.059678e-01 4.767243e-01
## 1545    5  13  14   3.1644003 5.048149e-01   0 6.333687e-01 7.828551e-01
## 1546    5  13  14   2.9379456 1.370202e-01   0 8.913106e-01 9.571226e-01
## 1547    5  13  14   5.4783674 4.814187e-02   0 5.250452e-01 8.425455e-01
## 1548    5  13  14   7.1239946 1.600585e-01   0 4.942269e-01 3.255585e-01
## 1549    5  13  14   2.5865840 4.143998e-01   0 6.714492e-01 7.468645e-01
## 1550    5  13  14   5.3010364 1.676835e-01   0 7.970492e-01 3.877553e-01
## 1551    5  13  14   7.8881488 5.882122e-01   0 1.490630e-01 8.736937e-01
## 1552    5  13  14  14.8243831 6.015286e-02   0 6.246842e-02 7.972903e-01
## 1553    5  13  14   3.2293926 9.653594e-01   0 9.258975e-01 6.837742e-01
## 1554    5  13  14  66.2850133 7.869069e-02   0 1.568140e-01 1.019278e-01
## 1555    5  13  14   4.6230486 1.005921e-01   0 9.767761e-01 8.459879e-02
## 1556    5  13  14   4.4939983 1.629997e-01   0 9.577645e-01 4.573001e-01
## 1557    5  13  14   6.3676448 9.948233e-01   0 2.288392e-01 8.588753e-01
## 1558    5  13  14  14.1779002 9.966032e-01   0 3.922324e-01 2.018827e-01
## 1559    5  13  14   7.2740541 3.349042e-01   0 6.867663e-01 1.437225e-01
## 1560    5  13  14   4.4158446 1.736016e-01   0 9.722146e-01 4.196879e-01
## 1561    5  13  14   4.4761508 9.998886e-01   0 5.579839e-01 1.841240e-01
## 1562    5  13  14   9.4948023 9.993342e-01   0 7.561665e-01 2.002666e-01
## 1563    5  13  14   4.8746743 5.263815e-01   0 6.132957e-01 6.943396e-01
## 1564    5  13  14   5.4048301 1.895862e-01   0 9.112972e-01 3.002590e-01
## 1565    5  13  14   6.4964244 5.921238e-01   0 6.129382e-01 4.712466e-02
## 1566    5  13  14  31.8241760 5.794026e-02   0 2.989926e-01 2.112801e-01
## 1567    5  13  14   7.9354826 8.145826e-01   0 4.944696e-01 1.347160e-01
## 1568    5  13  14  18.5887102 1.000641e-01   0 6.471954e-01 1.638670e-01
## 1569    5  13  14   5.0694893 6.278509e-01   0 6.297667e-01 2.718159e-01
## 1570    5  13  14   4.5545226 1.612406e-01   0 5.513611e-01 5.322249e-01
## 1571    5  13  14   5.5466960 3.960069e-01   0 2.670761e-01 2.625421e-01
## 1572    5  13  14   4.6046589 1.178881e-01   0 1.577181e-01 7.999368e-01
## 1573    5  13  14   3.3179556 2.744739e-01   0 9.439485e-01 6.383270e-01
## 1574    5  13  14   3.1118651 1.287465e-01   0 9.551021e-01 9.707893e-01
## 1575    5  13  14   7.7887467 2.200219e-01   0 5.092530e-01 5.075422e-01
## 1576    5  13  14   6.7475344 1.780072e-01   0 7.021994e-01 2.750763e-01
## 1577    5  13  14   2.9352774 1.805472e-01   0 8.757057e-01 1.970569e-01
## 1578    5  13  14   6.2433647 1.669251e-01   0 6.915551e-01 3.399443e-01
## 1579    5  13  14   2.4204434 1.733133e-01   0 4.920249e-01 4.686684e-01
## 1580    5  13  14   3.1073035 1.338602e-01   0 7.854953e-01 9.283433e-01
## 1581    5  13  14   2.5828354 7.601323e-02   0 2.661103e-01 9.155033e-01
## 1582    5  13  14   6.7452597 1.478653e-01   0 5.127207e-01 3.749288e-01
## 1583    5  13  14   2.9217830 6.399376e-02   0 6.160496e-01 5.291403e-01
## 1584    5  13  14   2.8689905 1.388368e-01   0 7.833761e-01 9.811657e-01
## 1585    5  13  14   7.4775159 1.802617e-03   0 6.908554e-01 7.139288e-01
## 1586    5  13  14  28.9064314 5.055494e-02   0 5.782956e-01 9.533698e-01
## 1587    5  13  14   6.7513870 1.312938e-01   0 7.218862e-01 8.028994e-01
## 1588    5  13  14   2.9669956 1.365294e-01   0 9.817193e-01 9.440432e-01
## 1589    5  13  14   7.2047575 8.901166e-01   0 6.338463e-01 6.295228e-01
## 1590    5  13  14 150.4496985 7.581579e-02   0 1.577787e-02 8.308440e-02
## 1591    5  13  14   4.5769727 1.642936e-01   0 6.660532e-01 4.797102e-01
## 1592    5  13  14   3.8736222 1.442325e-01   0 6.975624e-01 7.006747e-01
## 1593    5  13  14   5.4036918 6.624099e-01   0 3.922037e-01 9.596424e-01
## 1594    5  13  14   4.8522296 1.644552e-01   0 8.232177e-01 4.436606e-01
## 1595    5  13  14   7.3706762 2.520691e-01   0 4.613154e-01 9.896969e-02
## 1596    5  13  14   5.1875871 1.668594e-01   0 8.996214e-01 3.917230e-01
## 1597    5  13  14   6.4427157 6.291177e-01   0 2.571252e-01 9.939267e-01
## 1598    5  13  14   1.9030789 2.207155e-01   0 4.925943e-01 9.878917e-01
## 1599    5  13  14   4.2799158 6.644781e-01   0 7.229513e-01 1.214661e-01
## 1600    5  13  14 192.5596247 7.322342e-02   0 5.856633e-03 7.334624e-02
## 1601    5  13  14   4.8918919 7.138002e-01   0 5.254796e-02 4.308264e-01
## 1602    5  13  14   4.2348456 1.235319e-01   0 3.444630e-01 7.895737e-01
## 1603    5  13  14   7.6143923 9.034509e-01   0 7.895587e-01 8.541741e-01
## 1604    5  13  14   3.4158665 1.717539e-01   0 9.367321e-01 6.158198e-01
## 1605    5  13  14   5.1262480 8.047439e-01   0 8.567717e-01 7.533911e-01
## 1606    5  13  14   4.2252448 1.676055e-01   0 9.326538e-01 4.892544e-01
## 1607    5  13  14   7.2321912 3.080687e-01   0 6.218456e-01 6.044917e-01
## 1608    5  13  14   4.8123107 1.626526e-01   0 6.453286e-01 5.017899e-01
## 1609    5  13  14   3.4931666 5.504055e-01   0 4.456884e-01 8.622616e-02
## 1610    5  13  14   5.8265536 1.589901e-01   0 6.226354e-01 3.850346e-01
## 1611    5  13  14   6.1055312 1.623435e-01   0 1.878794e-01 5.696690e-01
## 1612    5  13  14   7.9080609 1.595091e-01   0 4.135848e-01 3.052403e-01
## 1613    5  13  14   7.2097760 9.489982e-02   0 3.339907e-01 2.165510e-02
## 1614    5  13  14   5.4849081 1.801159e-01   0 8.272960e-01 3.380626e-01
## 1615    5  13  14   2.7386788 2.716535e-01   0 4.697262e-01 2.459569e-01
## 1616    5  13  14   5.0977628 1.543733e-01   0 7.736054e-01 4.573685e-01
## 1617    5  13  14   3.6571369 9.061899e-01   0 9.420143e-02 2.028398e-01
## 1618    5  13  14  13.5025198 1.237779e-01   0 9.318658e-02 2.718708e-01
## 1619    5  13  14   4.2385818 9.279446e-01   0 1.552129e-01 7.582378e-01
## 1620    5  13  14 192.9760013 9.278259e-02   0 4.373199e-03 6.965855e-02
## 1621    5  13  14   6.0023124 6.915673e-01   0 2.419263e-01 6.388748e-01
## 1622    5  13  14   8.4137497 1.593839e-01   0 3.893114e-01 2.825565e-01
## 1623    5  13  14   2.6203204 3.367301e-01   0 6.199906e-01 8.961319e-01
## 1624    5  13  14   5.6298458 1.602127e-01   0 6.733539e-01 3.867699e-01
## 1625    5  13  14   2.3376994 8.918541e-01   0 9.764830e-01 9.695529e-01
## 1626    5  13  14   4.1193138 1.568044e-01   0 9.883256e-01 5.297056e-01
## 1627    5  13  14   3.4855280 5.257936e-01   0 9.027356e-01 4.179699e-01
## 1628    5  13  14   5.4262676 1.899246e-01   0 9.338105e-01 2.995154e-01
## 1629    5  13  14   4.5556833 1.034003e-01   0 6.304303e-01 2.542893e-01
## 1630    5  13  14   3.9090730 1.414157e-01   0 8.693061e-01 6.860652e-01
## 1631    5  13  14   6.0852701 3.400473e-01   0 1.397248e-01 9.383355e-01
## 1632    5  13  14   6.8593345 1.414400e-01   0 4.001858e-01 4.177041e-01
## 1633    5  13  14   3.5996001 3.780028e-01   0 3.510765e-01 6.788910e-01
## 1634    5  13  14   3.7482196 1.458573e-01   0 8.790960e-01 6.721871e-01
## 1635    5  13  14   4.2636200 2.639485e-01   0 9.866494e-01 6.120834e-01
## 1636    5  13  14   3.5105118 1.736355e-01   0 9.929250e-01 5.764345e-01
## 1637    5  13  14   6.1121568 5.820512e-01   0 3.694503e-01 3.935386e-02
## 1638    5  13  14 153.3662146 6.251540e-02   0 1.562841e-02 8.555039e-02
## 1639    5  13  14   3.7261082 6.280078e-03   0 2.522606e-01 2.303660e-01
## 1640    5  13  14   4.2281186 1.591681e-01   0 8.522129e-01 5.324601e-01
## 1641    5  13  14   3.1553769 9.697638e-01   0 3.845084e-01 4.301237e-01
## 1642    5  13  14   3.9858523 2.067252e-01   0 6.965597e-01 4.426641e-01
## 1643    5  13  14   2.3025645 2.158284e-01   0 9.417922e-01 2.219352e-01
## 1644    5  13  14   5.1635942 1.873420e-01   0 9.189853e-01 3.290252e-01
## 1645    5  13  14   3.7613580 5.825758e-01   0 8.477405e-01 3.827539e-01
## 1646    5  13  14   3.8848414 1.124455e-01   0 4.014665e-01 9.589685e-01
## 1647    5  13  14   4.9637919 4.138604e-01   0 2.686890e-01 4.012311e-01
## 1648    5  13  14   8.2106380 1.393919e-01   0 2.937937e-01 3.502959e-01
## 1649    5  13  14   3.0080749 9.054107e-01   0 1.266937e-01 6.252585e-01
## 1650    5  13  14 202.5437796 8.983595e-02   0 8.751223e-03 6.853223e-02
## 1651    5  13  14   3.1631319 1.721054e-01   0 7.498852e-01 5.376028e-01
## 1652    5  13  14   3.5027328 1.576290e-01   0 9.490887e-01 6.632622e-01
## 1653    5  13  14   5.8594151 8.566722e-01   0 4.348769e-01 2.519460e-01
## 1654    5  13  14 209.4366108 8.703869e-02   0 6.404946e-03 6.770815e-02
## 1655    5  13  14   2.8915338 5.389031e-01   0 5.289578e-01 3.560720e-01
## 1656    5  13  14   6.0681644 1.668325e-01   0 6.935323e-01 3.409098e-01
## 1657    5  13  14   7.7488773 2.672466e-01   0 6.285634e-01 7.849565e-02
## 1658    5  13  14   5.7510788 1.735441e-01   0 7.840523e-01 3.436264e-01
## 1659    5  13  14   3.2914769 9.694366e-01   0 8.414427e-01 3.629203e-01
## 1660    5  13  14 169.6756544 1.018875e-01   0 2.693781e-02 7.020849e-02
## 1661    5  13  14   6.6018236 6.665843e-01   0 2.680957e-01 6.900316e-01
## 1662    5  13  14  14.8057033 1.215543e-01   0 6.691823e-02 2.534121e-01
## 1663    5  13  14   5.0353097 8.848411e-01   0 3.605705e-01 2.380709e-02
## 1664    5  13  14   5.9769556 1.976936e-01   0 8.997974e-01 2.612583e-01
## 1665    5  13  14   7.4715135 9.612993e-01   0 7.490069e-01 4.365116e-01
## 1666    5  13  14 158.6983689 9.297535e-02   0 1.637715e-02 7.123615e-02
## 1667    5  13  14   4.2127327 5.962459e-01   0 5.257384e-01 2.301014e-01
## 1668    5  13  14   6.7186715 1.545766e-01   0 5.450513e-01 3.637885e-01
## 1669    5  13  14   5.0744706 4.956820e-01   0 6.201241e-01 7.417231e-01
## 1670    5  13  14   5.2670776 1.870310e-01   0 9.282781e-01 3.282165e-01
## 1671    5  13  14   6.4804927 8.842460e-01   0 3.409237e-01 6.722729e-01
## 1672    5  13  14  19.1814699 1.476733e-01   0 8.092099e-01 9.223135e-02
## 1673    5  13  14   7.2172047 1.756727e-01   0 6.437453e-01 2.299638e-01
## 1674    5  13  14   7.9372183 5.554252e-02   0 6.287244e-01 9.974141e-01
## 1675    5  13  14   5.3382662 4.022057e-01   0 5.881607e-01 8.495562e-01
## 1676    5  13  14   2.9314785 1.566604e-01   0 9.174258e-01 8.042295e-01
## 1677    5  13  14   6.1797579 9.947970e-01   0 1.777753e-01 3.127535e-01
## 1678    5  13  14  16.2551679 9.991299e-01   0 1.469369e-01 2.174589e-01
## 1679    5  13  14   5.5767356 4.623991e-01   0 8.856418e-01 8.480784e-01
## 1680    5  13  14   2.8480982 1.425286e-01   0 9.354426e-01 9.389047e-01
## 1681    5  13  14   4.8402205 9.427961e-02   0 4.226658e-01 3.134366e-01
## 1682    5  13  14   4.2387728 1.067022e-01   0 7.964089e-02 9.828346e-01
## 1683    5  13  14   3.7614620 2.756555e-01   0 2.261134e-01 3.569254e-01
## 1684    5  13  14   4.1932230 1.452244e-01   0 6.538622e-01 6.345007e-01
## 1685    5  13  14   2.6233738 4.460815e-01   0 3.091524e-01 3.680954e-02
## 1686    5  13  14   6.7512961 1.755290e-01   0 6.564054e-01 2.985184e-01
## 1687    5  13  14   7.5020269 7.064596e-01   0 9.393701e-01 8.514842e-01
## 1688    5  13  14  23.2039857 1.098765e-01   0 8.228475e-01 1.132958e-01
## 1689    5  13  14   4.7810952 3.225038e-01   0 6.545454e-02 4.801841e-01
## 1690    5  13  14   6.5855363 1.894984e-01   0 7.668834e-01 2.573761e-01
## 1691    5  13  14   2.2522649 1.901701e-01   0 2.474440e-01 2.108177e-01
## 1692    5  13  14   3.6553971 1.561441e-01   0 8.920904e-01 6.448962e-01
## 1693    5  13  14   4.8058110 7.377289e-01   0 1.417010e-02 3.607628e-01
## 1694    5  13  14   9.6547300 1.126814e-01   0 3.990392e-02 4.136001e-01
## 1695    5  13  14   3.6113597 9.797107e-01   0 4.330948e-01 3.207688e-01
## 1696    5  13  14   7.9408891 1.654104e-01   0 4.882127e-01 2.847403e-01
## 1697    5  13  14   5.0845169 6.840458e-01   0 5.649203e-01 5.921303e-01
## 1698    5  13  14   2.9565326 1.446436e-01   0 9.234510e-01 8.774617e-01
## 1699    5  13  14   5.1787748 6.050339e-01   0 8.686344e-02 1.759125e-01
## 1700    5  13  14   7.4518339 1.117785e-01   0 6.258574e-02 5.417482e-01
## 1701    5  13  14   5.1340106 8.305978e-01   0 7.958121e-01 6.689497e-01
## 1702    5  13  14  13.1788459 1.011344e-01   0 8.578877e-01 2.291552e-01
## 1703    5  13  14   3.9921500 5.256754e-01   0 3.077538e-01 8.827804e-01
## 1704    5  13  14   6.9588085 1.422949e-01   0 4.011429e-01 3.995168e-01
## 1705    5  13  14   7.8325275 3.631473e-01   0 6.311473e-01 3.472494e-01
## 1706    5  13  14   6.0647934 1.823032e-01   0 7.918402e-01 2.943889e-01
## 1707    5  13  14   4.8712321 7.353580e-01   0 9.343290e-01 4.339809e-01
## 1708    5  13  14   4.3492224 1.391821e-01   0 7.515973e-01 6.424602e-01
## 1709    5  13  14   6.1861253 1.417123e-01   0 7.686141e-01 3.111436e-01
## 1710    5  13  14   4.7784148 1.704479e-01   0 8.638381e-01 4.017915e-01
## 1711    5  13  14   6.6436739 4.549361e-01   0 9.677958e-01 2.442944e-01
## 1712    5  13  14   4.8137839 1.768343e-01   0 9.733624e-01 3.676350e-01
## 1713    5  13  14   4.3141849 4.230047e-01   0 6.412860e-01 4.068878e-01
## 1714    5  13  14   3.7502969 1.412053e-01   0 7.911233e-01 7.470782e-01
## 1715    5  13  14   2.0366482 2.928181e-01   0 6.521557e-01 7.583263e-01
## 1716    5  13  14   5.2346704 1.940906e-01   0 9.410474e-01 3.013615e-01
## 1717    5  13  14   4.4672008 7.952410e-01   0 8.203145e-01 8.723941e-01
## 1718    5  13  14   3.5487537 1.182315e-01   0 6.436612e-01 9.595243e-01
## 1719    5  13  14   6.6999357 8.271503e-01   0 5.215975e-01 9.519867e-01
## 1720    5  13  14   7.5741996 5.160515e-02   0 7.864272e-01 9.824617e-01
## 1721    5  13  14   3.3508224 5.296546e-02   0 1.613512e-01 9.974268e-01
## 1722    5  13  14   2.5357150 1.574340e-01   0 5.843341e-01 9.987076e-01
## 1723    5  13  14   5.9135203 8.695576e-01   0 5.426991e-01 6.631216e-01
## 1724    5  13  14 158.6933369 8.687899e-02   0 2.291768e-02 7.249880e-02
## 1725    5  13  14   4.9571816 9.152226e-01   0 7.868181e-01 3.559627e-01
## 1726    5  13  14  16.3380481 1.716102e-01   0 9.603861e-01 8.785723e-02
## 1727    5  13  14   6.1823917 7.915814e-01   0 8.888130e-02 6.974750e-01
## 1728    5  13  14   5.4348384 1.233446e-01   0 9.967155e-02 6.695728e-01
## 1729    5  13  14   2.5633468 8.080594e-01   0 8.154812e-01 6.993079e-01
## 1730    5  13  14  14.7337890 4.873987e-02   0 7.809361e-01 4.749228e-01
## 1731    5  13  14   6.8554620 4.875160e-01   0 8.945402e-02 7.087847e-01
## 1732    5  13  14   8.3603293 1.206679e-01   0 3.237162e-02 4.576617e-01
## 1733    5  13  14   3.4779065 4.030918e-01   0 8.038161e-01 7.735988e-01
## 1734    5  13  14   4.1418675 1.390789e-01   0 7.520649e-01 6.712113e-01
## 1735    5  13  14   6.8502617 2.334502e-01   0 5.153925e-01 6.718497e-01
## 1736    5  13  14 171.4087940 9.406467e-02   0 7.926072e-03 7.005544e-02
## 1737    5  13  14   3.8536871 1.708449e-01   0 5.426041e-01 8.619063e-01
## 1738    5  13  14   4.3741572 1.607696e-01   0 7.822395e-01 5.086839e-01
## 1739    5  13  14   3.8336353 1.521650e-01   0 3.678939e-01 1.665954e-02
## 1740    5  13  14   5.4569071 1.934905e-01   0 9.748700e-01 2.765595e-01
## 1741    5  13  14   6.4360823 1.796450e-01   0 5.446039e-01 1.451762e-01
## 1742    5  13  14   4.6220295 1.152867e-01   0 1.117668e-01 8.082789e-01
## 1743    5  13  14   6.3576446 1.859079e-01   0 4.008882e-01 6.925371e-01
## 1744    5  13  14   3.0416955 1.323161e-01   0 7.607994e-01 9.871743e-01
## 1745    5  13  14   2.7620881 5.921732e-01   0 7.218487e-01 3.840276e-01
## 1746    5  13  14   3.5027577 1.427661e-01   0 8.672838e-01 7.606727e-01
## 1747    5  13  14   7.0965535 9.559350e-01   0 2.163873e-01 8.531493e-01
## 1748    5  13  14   5.6944167 1.162262e-01   0 8.345636e-01 6.625449e-01
## 1749    5  13  14   6.6725938 6.879692e-01   0 6.694436e-01 9.378504e-01
## 1750    5  13  14   3.3609924 1.556392e-01   0 6.832042e-01 7.224740e-01
## 1751    5  13  14   5.0521265 4.173991e-01   0 9.535192e-02 8.864072e-01
## 1752    5  13  14   5.3458974 1.759928e-01   0 8.400564e-01 3.490264e-01
## 1753    5  13  14   6.7860882 6.343899e-01   0 8.089700e-01 9.945241e-01
## 1754    5  13  14   2.7417758 1.406588e-01   0 9.481835e-01 9.931447e-01
## 1755    5  13  14   6.1164597 7.757507e-01   0 4.018382e-01 6.669083e-01
## 1756    5  13  14 202.7687426 8.442046e-02   0 8.490004e-03 7.101544e-02
## 1757    5  13  14   2.6267776 7.924681e-02   0 4.802177e-01 8.451971e-01
## 1758    5  13  14   4.1070018 1.284443e-01   0 4.837434e-01 7.796068e-01
## 1759    5  13  14   2.2782919 8.404715e-01   0 9.147193e-01 4.840057e-01
## 1760    5  13  14   3.6031643 1.660081e-01   0 9.501592e-01 5.686844e-01
## 1761    5  13  14   7.1438412 8.294297e-01   0 2.139583e-01 4.115929e-01
## 1762    5  13  14 185.0028373 9.523486e-02   0 1.842693e-03 7.317654e-02
## 1763    5  13  14   6.5233863 6.664805e-01   0 5.004514e-01 7.742577e-01
## 1764    5  13  14   3.4670316 1.549136e-01   0 5.865996e-01 7.477823e-01
## 1765    5  13  14   3.6174246 2.659761e-01   0 9.560575e-01 8.560538e-01
## 1766    5  13  14   4.6677845 1.905328e-01   0 9.851615e-01 3.430487e-01
## 1767    5  13  14   5.6109783 8.508508e-01   0 3.293165e-01 3.854995e-01
## 1768    5  13  14 187.7813155 9.290418e-02   0 5.541833e-03 7.139678e-02
## 1769    5  13  14   3.8847316 9.132847e-01   0 3.940368e-01 4.724287e-01
## 1770    5  13  14  23.4393283 5.227397e-02   0 5.801779e-01 2.785801e-01
## 1771    5  13  14   2.7047120 2.576193e-01   0 9.571355e-01 4.902270e-01
## 1772    5  13  14   3.8735592 1.735361e-01   0 9.908906e-01 5.109541e-01
## 1773    5  13  14   5.6622805 7.401747e-01   0 5.153153e-01 2.606402e-01
## 1774    5  13  14   6.6148451 1.408609e-01   0 4.155237e-01 4.143848e-01
## 1775    5  13  14   3.3280363 1.229484e-01   0 1.830699e-01 4.677703e-01
## 1776    5  13  14   6.4743026 1.250568e-01   0 1.539727e-01 5.447420e-01
## 1777    5  13  14   7.2058826 8.735864e-01   0 3.239408e-01 9.768749e-01
## 1778    5  13  14   9.3860119 5.360743e-02   0 2.314192e-01 8.649645e-01
## 1779    5  13  14   7.2254634 9.787103e-01   0 7.367169e-01 3.776818e-01
## 1780    5  13  14  68.3145590 8.515609e-02   0 2.269217e-01 9.377960e-02
## 1781    5  13  14   3.1058899 3.946144e-01   0 1.914769e-01 6.688432e-01
## 1782    5  13  14   5.5219308 1.265947e-01   0 2.598282e-01 5.913798e-01
## 1783    5  13  14   7.0085214 8.976014e-01   0 5.866060e-01 5.731361e-01
## 1784    5  13  14 179.2363224 1.014086e-01   0 1.752093e-02 6.734412e-02
## 1785    5  13  14   6.3738821 5.652137e-01   0 4.651950e-01 6.934882e-02
## 1786    5  13  14   4.6506875 1.756842e-01   0 9.260278e-01 4.063864e-01
## 1787    5  13  14   7.8930322 7.475548e-01   0 5.361852e-02 3.250205e-01
## 1788    5  13  14 206.1105376 8.794585e-02   0 5.834196e-03 6.959527e-02
## 1789    5  13  14   4.4439011 4.360582e-02   0 5.058450e-02 4.679917e-01
## 1790    5  13  14   6.3089930 1.639541e-01   0 6.269401e-01 3.459224e-01
## 1791    5  13  14   3.1019643 3.001749e-01   0 6.562132e-01 3.860006e-01
## 1792    5  13  14   4.0890540 1.633574e-01   0 8.654160e-01 5.307790e-01
## 1793    5  13  14   3.3291566 6.488312e-01   0 5.604808e-01 6.264847e-01
## 1794    5  13  14   3.0071389 1.619468e-01   0 6.800984e-01 8.124577e-01
## 1795    5  13  14   3.1248213 9.761147e-01   0 7.118023e-01 2.331530e-01
## 1796    5  13  14 158.5024245 1.033630e-01   0 1.828993e-02 6.745946e-02
## 1797    5  13  14   5.0188866 4.766868e-01   0 9.017891e-01 6.491095e-01
## 1798    5  13  14   3.5161125 1.477871e-01   0 6.029209e-01 7.603325e-01
## 1799    5  13  14   3.1003057 7.479052e-01   0 6.971309e-01 3.948305e-01
## 1800    5  13  14   4.5059703 1.402475e-01   0 5.937136e-01 6.206037e-01
## 1801    5  13  14   2.5421089 6.823090e-01   0 1.302094e-01 7.435204e-01
## 1802    5  13  14   4.0417970 1.143357e-01   0 1.349991e-01 9.505163e-01
## 1803    5  13  14   7.2856422 6.851389e-01   0 7.268297e-01 3.887458e-01
## 1804    5  13  14 188.3327691 1.065749e-01   0 7.551310e-03 6.397176e-02
## 1805    5  13  14   5.6582728 8.048308e-01   0 8.416206e-03 1.842743e-01
## 1806    5  13  14 109.3198734 5.397562e-02   0 3.431481e-03 1.107377e-01
## 1807    5  13  14   3.2363331 5.099106e-01   0 9.382612e-02 9.672432e-01
## 1808    5  13  14   3.8097948 1.203900e-01   0 2.555762e-01 9.285617e-01
## 1809    5  13  14   4.5956513 8.954516e-02   0 8.474235e-01 2.714605e-01
## 1810    5  13  14   9.5320492 3.990845e-02   0 9.162597e-01 9.313836e-01
## 1811    5  13  14   4.0601527 4.773056e-01   0 3.000757e-01 2.015513e-01
## 1812    5  13  14   3.9609991 1.146706e-01   0 6.180852e-02 9.620373e-01
## 1813    5  13  14   3.4529343 2.705283e-01   0 3.162664e-02 8.002934e-01
## 1814    5  13  14   4.6868682 1.097617e-01   0 8.843291e-02 8.568707e-01
## 1815    5  13  14   2.7742927 9.492952e-01   0 3.079551e-01 6.867332e-01
## 1816    5  13  14 170.9162357 9.913081e-02   0 1.768028e-02 7.070557e-02
## 1817    5  13  14   3.3300683 5.793991e-01   0 7.634114e-01 5.700821e-01
## 1818    5  13  14   3.1419826 1.584409e-01   0 9.655263e-01 7.388609e-01
## 1819    5  13  14   6.7087570 8.756164e-01   0 5.307318e-01 2.171145e-01
## 1820    5  13  14 178.0450805 9.827965e-02   0 1.596601e-02 6.631306e-02
## 1821    5  13  14   4.9741200 9.099207e-01   0 8.456302e-01 5.190362e-01
## 1822    5  13  14  31.7440986 1.481734e-01   0 4.701977e-01 8.396278e-02
## 1823    5  13  14   5.4214681 7.164087e-01   0 5.947148e-01 2.862351e-02
## 1824    5  13  14  68.0061831 4.745416e-02   0 8.616458e-02 1.581810e-01
## 1825    5  13  14   5.2966363 5.301004e-02   0 8.665262e-01 2.290845e-01
## 1826    5  13  14   2.9857552 1.442182e-01   0 9.771075e-01 8.901969e-01
## 1827    5  13  14   3.2065685 2.371988e-01   0 9.607643e-01 4.268695e-01
## 1828    5  13  14   3.4245116 1.500285e-01   0 8.256513e-01 7.263360e-01
## 1829    5  13  14   7.7990026 3.824229e-01   0 2.330773e-02 4.138660e-01
## 1830    5  13  14  10.7788324 1.293858e-01   0 1.143817e-01 3.309636e-01
## 1831    5  13  14   7.1397394 7.626887e-01   0 2.580509e-01 3.691405e-01
## 1832    5  13  14 223.4723493 8.715189e-02   0 4.224100e-03 6.740664e-02
## 1833    5  13  14   2.6195877 4.730898e-01   0 1.337784e-01 1.432842e-01
## 1834    5  13  14   6.0094392 1.264192e-01   0 1.569622e-01 5.787571e-01
## 1835    5  13  14   7.8228626 9.948447e-01   0 6.264213e-02 7.610123e-01
## 1836    5  13  14  22.4303147 9.801079e-01   0 3.652563e-02 2.342290e-01
## 1837    5  13  14   2.1179223 8.351759e-01   0 8.611222e-01 1.234970e-01
## 1838    5  13  14  18.7270187 1.603017e-01   0 8.992120e-01 8.923656e-02
## 1839    5  13  14   4.6429325 4.546750e-01   0 3.784934e-01 7.072223e-01
## 1840    5  13  14   5.2795971 1.167279e-01   0 7.192848e-02 7.141090e-01
## 1841    5  13  14   4.1983062 1.850310e-02   0 9.828391e-01 9.857296e-01
## 1842    5  13  14   2.3684432 1.669370e-01   0 9.895460e-01 9.378181e-01
## 1843    5  13  14   2.9766037 6.041270e-01   0 9.227575e-01 1.373667e-01
## 1844    5  13  14   3.2396357 1.553062e-01   0 9.899246e-01 7.380965e-01
## 1845    5  13  14   5.1709799 2.068886e-01   0 5.089343e-01 9.928914e-01
## 1846    5  13  14   1.8905604 2.095365e-01   0 6.562452e-01 9.915478e-01
## 1847    5  13  14   2.7402102 3.317419e-01   0 8.728034e-01 2.157686e-01
## 1848    5  13  14   3.5917271 1.552553e-01   0 9.050537e-01 6.335389e-01
## 1849    5  13  14   4.0462041 6.087822e-01   0 8.813469e-02 7.129258e-01
## 1850    5  13  14   5.8692765 1.188785e-01   0 8.598782e-02 6.466278e-01
## 1851    5  13  14   5.5675027 8.132635e-01   0 3.214394e-01 1.274011e-01
## 1852    5  13  14   9.7482922 5.326090e-02   0 5.222809e-01 8.186001e-01
## 1853    5  13  14   6.1061391 2.669269e-01   0 7.347473e-01 9.763247e-01
## 1854    5  13  14   1.9892666 2.089221e-01   0 9.851460e-01 9.186553e-01
## 1855    5  13  14   4.1109306 7.316677e-01   0 7.563291e-01 1.509283e-02
## 1856    5  13  14  48.7908142 3.783303e-02   0 6.773710e-02 2.435158e-01
## 1857    5  13  14   3.3510888 5.971950e-01   0 5.836941e-01 8.154645e-01
## 1858    5  13  14   4.9802521 1.711817e-01   0 7.681961e-01 4.123682e-01
## 1859    5  13  14   2.7008733 5.837243e-01   0 6.684054e-01 1.992150e-01
## 1860    5  13  14   3.8981991 1.631911e-01   0 8.139195e-01 5.906952e-01
## 1861    5  13  14   4.7026940 8.961378e-01   0 4.781826e-01 7.150565e-01
## 1862    5  13  14 188.3572014 8.837658e-02   0 1.065968e-02 7.131830e-02
## 1863    5  13  14   2.8208763 4.578979e-01   0 2.158798e-01 6.643274e-01
## 1864    5  13  14   6.4414355 1.100001e-01   0 2.611108e-02 6.357170e-01
## 1865    5  13  14   4.3948597 4.245342e-01   0 2.361652e-01 9.204292e-02
## 1866    5  13  14   4.7989017 1.754964e-01   0 9.244315e-01 3.987889e-01
## 1867    5  13  14   4.9422571 3.081929e-01   0 1.811467e-01 4.588862e-01
## 1868    5  13  14   4.7498722 1.261768e-01   0 2.914954e-01 7.061948e-01
## 1869    5  13  14   6.9460761 7.607903e-01   0 2.339247e-01 1.711962e-01
## 1870    5  13  14 203.0097181 8.503730e-02   0 6.759433e-03 7.064331e-02
## 1871    5  13  14   6.5914783 3.776551e-01   0 1.368229e-01 4.693430e-01
## 1872    5  13  14   4.7109366 9.567119e-02   0 5.149487e-02 9.806805e-01
## 1873    5  13  14   5.8391592 9.148600e-01   0 1.784811e-01 1.127139e-01
## 1874    5  13  14 188.6481820 8.610658e-02   0 2.212057e-02 6.938727e-02
## 1875    5  13  14   7.6670404 9.556836e-01   0 8.199735e-01 7.758847e-01
## 1876    5  13  14  24.1767688 7.881360e-02   0 9.186978e-01 1.395717e-01
## 1877    5  13  14   3.9812073 6.005154e-01   0 5.516463e-01 4.965879e-01
## 1878    5  13  14   3.1151890 1.343792e-01   0 5.277276e-01 9.779764e-01
## 1879    5  13  14   5.2021711 7.352387e-02   0 2.081369e-01 6.375477e-01
## 1880    5  13  14   5.7203274 1.236680e-01   0 2.485425e-01 6.156745e-01
## 1881    5  13  14   6.3668634 5.600601e-01   0 7.460810e-01 2.684575e-01
## 1882    5  13  14   5.3319400 1.680140e-01   0 8.971197e-01 3.730142e-01
## 1883    5  13  14   4.6855452 9.736404e-01   0 7.655785e-01 7.972642e-01
## 1884    5  13  14  15.6970745 8.546300e-01   0 2.579503e-01 3.022872e-01
## 1885    5  13  14   2.7238715 7.226168e-02   0 8.755176e-01 9.840748e-01
## 1886    5  13  14   2.4163982 1.636384e-01   0 9.705726e-01 9.765572e-01
## 1887    5  13  14   5.5380017 2.001367e-01   0 8.813912e-01 2.846561e-01
## 1888    5  13  14   5.0439290 1.135566e-01   0 1.776107e-01 7.472866e-01
## 1889    5  13  14   3.5323672 3.263959e-01   0 3.341721e-01 5.347228e-01
## 1890    5  13  14  14.3762274 1.074525e-01   0 7.037417e-01 2.746340e-01
## 1891    5  13  14   3.7091005 9.802862e-01   0 2.652406e-01 3.257276e-01
## 1892    5  13  14  14.3848199 1.178932e-01   0 8.863105e-01 1.573257e-01
## 1893    5  13  14   4.8095051 6.394062e-01   0 8.502680e-01 6.573399e-01
## 1894    5  13  14  19.9050902 1.458207e-01   0 8.133406e-01 9.515042e-02
## 1895    5  13  14   3.5207791 3.851792e-01   0 8.662325e-01 2.618317e-01
## 1896    5  13  14   4.2981735 1.682542e-01   0 9.324103e-01 4.692621e-01
## 1897    5  13  14   5.4540801 1.930101e-02   0 7.697086e-01 6.773811e-02
## 1898    5  13  14  20.1162002 1.185670e-01   0 7.298349e-01 1.173883e-01
## 1899    5  13  14   2.5948803 5.559087e-02   0 4.987038e-01 3.088531e-02
## 1900    5  13  14 196.8601608 9.103758e-02   0 5.473644e-03 6.894794e-02
## 1901    5  13  14   7.2642037 8.000795e-01   0 8.987173e-01 4.084109e-01
## 1902    5  13  14 107.8040801 9.178905e-02   0 6.655992e-02 7.674468e-02
## 1903    5  13  14   6.9821257 9.115228e-01   0 8.807696e-01 1.578602e-01
## 1904    5  13  14 175.7140455 9.206677e-02   0 9.458388e-03 6.874270e-02
## 1905    5  13  14   4.1327264 2.729129e-01   0 7.373972e-01 6.421393e-01
## 1906    5  13  14   3.1530588 1.389211e-01   0 8.922409e-01 8.758452e-01
## 1907    5  13  14   3.0256768 4.837500e-01   0 9.964627e-01 4.207971e-02
## 1908    5  13  14   4.6071257 1.727143e-01   0 9.913901e-01 4.161498e-01
## 1909    5  13  14   2.2182248 6.362860e-01   0 6.029696e-01 7.716973e-01
## 1910    5  13  14   6.3208851 1.775436e-01   0 6.773410e-01 3.088298e-01
## 1911    5  13  14   7.2873218 7.224221e-01   0 4.533112e-01 6.737954e-01
## 1912    5  13  14   4.5414844 1.675030e-01   0 6.660137e-01 4.861904e-01
## 1913    5  13  14   3.3786411 6.361718e-01   0 8.556789e-01 5.098243e-01
## 1914    5  13  14   5.4480927 1.676464e-01   0 7.882134e-01 3.774368e-01
## 1915    5  13  14   4.8061617 1.690167e-01   0 6.790224e-01 5.730161e-01
## 1916    5  13  14   4.3074207 1.354201e-01   0 6.123048e-01 6.662312e-01
## 1917    5  13  14   7.9253194 2.501086e-01   0 1.480416e-01 3.300970e-01
## 1918    5  13  14   3.2352377 1.485134e-01   0 7.433717e-01 8.008022e-01
## 1919    5  13  14   4.5095934 5.155319e-02   0 9.722169e-01 1.494909e-01
## 1920    5  13  14   3.4730502 1.147107e-01   0 9.775441e-01 9.768521e-01
## 1921    5  13  14   4.6102029 5.973985e-01   0 2.380145e-01 6.819532e-01
## 1922    5  13  14   9.0719603 1.284614e-01   0 1.375842e-01 3.705298e-01
## 1923    5  13  14   5.9182479 8.941853e-01   0 5.810345e-02 2.586666e-01
## 1924    5  13  14  56.8459921 6.367197e-02   0 8.787803e-02 1.355868e-01
## 1925    5  13  14   7.1414157 6.631869e-01   0 9.333459e-01 6.575521e-02
## 1926    5  13  14  13.6875266 1.137457e-01   0 9.371358e-01 1.628741e-01
## 1927    5  13  14   5.4362122 3.901432e-01   0 7.048195e-01 2.096640e-01
## 1928    5  13  14   3.5297184 1.364640e-01   0 5.994216e-01 8.345822e-01
## 1929    5  13  14   7.9518212 7.959967e-01   0 2.956645e-01 9.082055e-01
## 1930    5  13  14 181.3308538 8.495356e-02   0 1.438621e-02 7.097763e-02
## 1931    5  13  14   5.7298679 3.013134e-01   0 9.320180e-01 8.662068e-01
## 1932    5  13  14   3.6657519 1.133685e-01   0 5.260899e-01 9.882377e-01
## 1933    5  13  14   5.6131916 5.743012e-01   0 8.842454e-01 7.341134e-01
## 1934    5  13  14   3.9355720 1.490666e-01   0 9.104262e-01 6.288398e-01
## 1935    5  13  14   7.9515899 1.890681e-01   0 8.889112e-01 7.092918e-01
## 1936    5  13  14   5.1838245 1.835175e-01   0 9.343186e-01 3.193213e-01
## 1937    5  13  14   5.8767984 1.761109e-01   0 5.652219e-01 3.902997e-01
## 1938    5  13  14   6.8203539 1.948161e-01   0 7.764967e-01 2.447492e-01
## 1939    5  13  14   7.5932891 3.005192e-01   0 1.504283e-01 1.964877e-01
## 1940    5  13  14   6.7643493 1.691369e-01   0 5.376276e-01 3.187643e-01
## 1941    5  13  14   4.3938513 7.886573e-01   0 1.281874e-01 1.073554e-01
## 1942    5  13  14   8.2875039 1.738446e-01   0 5.333411e-01 2.420330e-01
## 1943    5  13  14   6.6543005 2.713870e-01   0 4.542646e-03 7.300080e-01
## 1944    5  13  14  12.2662589 1.190304e-01   0 6.669194e-04 3.225790e-01
## 1945    5  13  14   7.2381112 7.772226e-01   0 7.488861e-01 6.746895e-01
## 1946    5  13  14 128.0942730 6.313473e-02   0 3.748573e-02 8.948695e-02
## 1947    5  13  14   6.9485848 7.625363e-01   0 8.924084e-01 4.728979e-01
## 1948    5  13  14 168.3555138 5.656440e-02   0 1.196186e-02 9.231972e-02
## 1949    5  13  14   5.1889435 5.247702e-02   0 8.519170e-01 6.576402e-01
## 1950    5  13  14   3.4718613 1.450993e-01   0 9.440426e-01 7.597888e-01
## 1951    5  13  14   4.5817434 6.130387e-01   0 6.012572e-01 8.552340e-01
## 1952    5  13  14   2.7247158 1.480973e-01   0 9.497266e-01 9.312284e-01
## 1953    5  13  14   7.5514081 7.852937e-01   0 2.480605e-01 3.383328e-01
## 1954    5  13  14   4.2586339 1.154206e-01   0 6.911555e-02 9.101074e-01
## 1955    5  13  14   6.3807168 9.760526e-01   0 6.183984e-02 7.294159e-01
## 1956    5  13  14 175.9810979 7.435435e-02   0 4.316538e-03 7.859679e-02
## 1957    5  13  14   6.9402735 7.584762e-01   0 5.377672e-01 3.631652e-01
## 1958    5  13  14   4.9347869 1.274005e-01   0 3.724800e-01 6.559171e-01
## 1959    5  13  14   7.5397474 4.300469e-01   0 9.654290e-01 6.021100e-02
## 1960    5  13  14   5.6844373 2.124846e-01   0 9.682724e-01 2.409409e-01
## 1961    5  13  14   7.7468207 1.173122e-01   0 2.096998e-01 5.984011e-01
## 1962    5  13  14   4.1842658 1.655819e-01   0 8.713421e-01 5.229180e-01
## 1963    5  13  14   2.9278330 1.672295e-01   0 7.246770e-01 2.209706e-01
## 1964    5  13  14   5.4390335 1.888395e-01   0 9.151064e-01 2.921056e-01
## 1965    5  13  14   6.5474071 1.619302e-01   0 6.305103e-01 9.520368e-01
## 1966    5  13  14   3.5546477 1.170242e-01   0 5.307359e-01 9.964328e-01
## 1967    5  13  14   6.2197188 3.390120e-01   0 8.055753e-01 6.499286e-01
## 1968    5  13  14   4.2261007 1.741118e-01   0 9.698662e-01 4.507824e-01
## 1969    5  13  14   6.0040004 7.482394e-01   0 7.048749e-01 8.178298e-01
## 1970    5  13  14   5.5363436 1.880286e-01   0 8.815817e-01 3.056189e-01
## 1971    5  13  14   5.2766213 9.758292e-01   0 5.493021e-01 7.539188e-01
## 1972    5  13  14   4.2381348 1.709806e-01   0 9.017276e-01 4.721961e-01
## 1973    5  13  14   5.5626777 3.779647e-01   0 5.464932e-02 4.027013e-01
## 1974    5  13  14   9.4838434 1.283655e-01   0 1.191814e-01 3.645892e-01
## 1975    5  13  14   7.3465930 2.509025e-01   0 8.942465e-01 9.729392e-01
## 1976    5  13  14   4.4403131 1.710545e-01   0 9.519839e-01 4.330082e-01
## 1977    5  13  14   7.9665109 7.827912e-01   0 7.267937e-01 5.505488e-01
## 1978    5  13  14   4.9818887 1.945980e-01   0 9.572914e-01 3.104490e-01
## 1979    5  13  14   4.7506838 3.849519e-01   0 6.173523e-01 7.214592e-01
## 1980    5  13  14   5.1874941 1.723583e-01   0 8.424864e-01 3.787776e-01
## 1981    5  13  14   6.3073236 6.462223e-01   0 8.265558e-01 4.587424e-01
## 1982    5  13  14   3.5155157 1.458838e-01   0 9.255743e-01 7.148807e-01
## 1983    5  13  14   3.4222448 1.054621e-01   0 6.651783e-01 8.050890e-02
## 1984    5  13  14   3.0670721 1.487618e-01   0 9.533343e-01 8.361278e-01
## 1985    5  13  14   2.3539975 2.437279e-01   0 2.409587e-01 3.086342e-01
## 1986    5  13  14   4.0222790 1.227967e-01   0 2.517157e-01 8.559541e-01
## 1987    5  13  14   5.2227175 3.917204e-01   0 9.240130e-02 5.329933e-01
## 1988    5  13  14   3.1726582 1.406180e-01   0 7.361670e-01 8.831316e-01
## 1989    5  13  14   3.7332293 7.614047e-01   0 5.301450e-01 3.642608e-01
## 1990    5  13  14   3.8581206 1.624873e-01   0 9.374535e-01 5.429850e-01
## 1991    5  13  14   7.5739133 8.646620e-01   0 8.082341e-01 7.555026e-01
## 1992    5  13  14   3.8462760 1.685124e-01   0 9.761181e-01 5.456910e-01
## 1993    5  13  14   4.2867342 7.128224e-01   0 7.867555e-01 9.100872e-02
## 1994    5  13  14 162.2711537 6.739366e-02   0 1.420393e-02 8.859469e-02
## 1995    5  13  14   6.7527658 9.690788e-01   0 5.900210e-02 8.166162e-01
## 1996    5  13  14 137.7139152 1.194224e-01   0 4.495318e-02 7.270520e-02
## 1997    5  13  14   4.1791866 9.054999e-01   0 3.449977e-01 8.608663e-01
## 1998    5  13  14   5.2104600 1.865415e-01   0 9.600876e-01 3.202782e-01
## 1999    5  13  14   2.3902368 9.943912e-01   0 3.514550e-01 1.320987e-01
## 2000    5  13  14  10.7307564 9.973021e-01   0 7.297175e-01 1.915548e-01
## 2001    5  13  14   5.5958212 5.260444e-01   0 4.392470e-01 3.604121e-01
## 2002    5  13  14   3.6497061 1.138690e-01   0 6.275394e-01 9.890614e-01
## 2003    5  13  14   3.8729469 4.084080e-01   0 6.394033e-01 5.207812e-01
## 2004    5  13  14   3.6249572 1.492596e-01   0 9.412346e-01 6.879003e-01
## 2005    5  13  14   6.2040640 4.730189e-01   0 2.250753e-01 5.883596e-01
## 2006    5  13  14   4.0645168 1.123244e-01   0 2.583128e-01 9.535611e-01
## 2007    5  13  14   7.0764548 5.708825e-01   0 1.022978e-02 6.641761e-01
## 2008    5  13  14  15.9495315 1.180163e-01   0 9.946034e-04 2.659318e-01
## 2009    5  13  14   4.2995038 7.249370e-01   0 3.143909e-02 2.526626e-01
## 2010    5  13  14  14.7993181 1.166597e-01   0 1.933825e-02 2.739947e-01
## 2011    5  13  14   3.3224008 3.643171e-01   0 9.996130e-01 1.117370e-01
## 2012    5  13  14   5.1778176 1.953414e-01   0 9.992237e-01 2.898077e-01
## 2013    5  13  14   2.5236228 5.444224e-01   0 8.981795e-01 9.294231e-01
## 2014    5  13  14   5.0910786 1.724794e-01   0 9.259153e-01 3.668598e-01
## 2015    5  13  14   5.7733949 4.185499e-01   0 4.659747e-01 4.737132e-01
## 2016    5  13  14   5.4986840 1.898734e-01   0 8.309445e-01 2.986810e-01
## 2017    5  13  14   7.2670407 4.302332e-01   0 8.294308e-01 7.903307e-01
## 2018    5  13  14   4.1065118 1.044420e-01   0 4.150642e-01 9.777316e-01
## 2019    5  13  14   3.4783298 8.511953e-01   0 7.656047e-01 9.085633e-02
## 2020    5  13  14  51.0227288 6.859810e-02   0 1.837338e-01 1.269726e-01
## 2021    5  13  14   2.5646215 9.066025e-01   0 6.328239e-01 5.600895e-01
## 2022    5  13  14 154.9176101 6.297155e-02   0 2.074928e-02 8.588851e-02
## 2023    5  13  14   2.2568915 1.329838e-01   0 5.717764e-01 4.711383e-01
## 2024    5  13  14   4.0219678 1.653738e-01   0 8.714609e-01 5.405864e-01
## 2025    5  13  14   7.4935162 8.496974e-01   0 3.511268e-02 6.449049e-01
## 2026    5  13  14 179.6477575 9.083338e-02   0 2.891267e-03 6.728907e-02
## 2027    5  13  14   6.5081635 7.221654e-01   0 7.490791e-01 6.484618e-01
## 2028    5  13  14 196.4803751 7.110664e-02   0 5.253810e-03 7.879785e-02
## 2029    5  13  14   7.3225025 1.961987e-01   0 2.760602e-01 2.283800e-01
## 2030    5  13  14   4.7101753 1.306404e-01   0 2.471423e-01 6.862931e-01
## 2031    5  13  14   4.8762510 9.050336e-01   0 3.253101e-02 7.176200e-01
## 2032    5  13  14 192.1795795 8.981595e-02   0 1.795354e-03 7.163177e-02
## 2033    5  13  14   6.2419555 5.637697e-01   0 5.109320e-02 2.725123e-01
## 2034    5  13  14  11.3883299 1.257505e-01   0 5.865625e-02 3.219502e-01
## 2035    5  13  14   4.3503235 1.515200e-01   0 5.957539e-01 3.025310e-01
## 2036    5  13  14   4.9523045 1.724118e-01   0 8.586083e-01 3.874831e-01
## 2037    5  13  14   6.4552125 1.212173e-01   0 9.373335e-01 3.671791e-01
## 2038    5  13  14   3.2550819 1.500273e-01   0 8.354166e-01 7.531451e-01
## 2039    5  13  14   6.9671006 3.830773e-01   0 6.150183e-01 6.240912e-01
## 2040    5  13  14   4.3570563 1.753368e-01   0 9.534949e-01 4.286683e-01
## 2041    5  13  14   2.0665453 8.570781e-01   0 5.778944e-01 9.084220e-01
## 2042    5  13  14   4.4794886 1.496010e-01   0 7.765687e-01 5.473464e-01
## 2043    5  13  14   6.3328743 2.007106e-01   0 9.895992e-01 1.647901e-01
## 2044    5  13  14   4.0136404 1.664186e-01   0 9.898387e-01 5.018854e-01
## 2045    5  13  14   7.4767455 7.278111e-01   0 4.941285e-01 7.647065e-01
## 2046    5  13  14 165.5183888 9.280939e-02   0 1.441162e-02 7.159876e-02
## 2047    5  13  14   3.8166637 3.478749e-01   0 9.241443e-01 8.266834e-01
## 2048    5  13  14   3.0105147 1.823972e-01   0 9.505467e-01 6.572520e-01
## 2049    5  13  14   3.8433170 7.691627e-01   0 5.706975e-01 1.255675e-01
## 2050    5  13  14 207.2539926 6.848591e-02   0 5.240215e-03 8.049359e-02
## 2051    5  13  14   7.2065448 6.016720e-01   0 3.488981e-01 3.639231e-01
## 2052    5  13  14 103.2865434 4.737393e-02   0 2.204740e-02 1.204522e-01
## 2053    5  13  14   2.3883276 7.184354e-01   0 9.635085e-01 7.013615e-01
## 2054    5  13  14   5.6768431 1.814094e-01   0 9.299954e-01 3.116309e-01
## 2055    5  13  14   3.1491698 2.509901e-01   0 3.812460e-01 6.519218e-01
## 2056    5  13  14   3.2523812 1.471500e-01   0 7.974286e-01 7.911738e-01
## 2057    5  13  14   6.5009201 8.854141e-01   0 5.478179e-01 9.626205e-01
## 2058    5  13  14  14.9007941 7.129976e-02   0 4.381131e-01 7.923070e-01
## 2059    5  13  14   6.6464108 1.584109e-01   0 6.570516e-01 5.092800e-01
## 2060    5  13  14   5.6562627 1.406737e-01   0 4.595256e-01 5.075746e-01
## 2061    5  13  14   2.7301695 5.572352e-02   0 9.588035e-01 7.855534e-01
## 2062    5  13  14   3.1347419 1.621614e-01   0 9.222775e-01 7.128328e-01
## 2063    5  13  14   5.0449024 4.338883e-01   0 9.377337e-01 5.560268e-01
## 2064    5  13  14   3.3583367 1.161973e-01   0 8.766208e-01 9.887447e-01
## 2065    5  13  14   6.2396957 3.723156e-01   0 1.018970e-01 9.989953e-01
## 2066    5  13  14   3.5300065 1.210501e-01   0 2.123472e-01 9.971424e-01
## 2067    5  13  14   7.0996188 6.589513e-05   0 5.202077e-01 3.071481e-01
## 2068    5  13  14 156.8927189 4.110238e-05   0 7.079504e-01 4.348711e-01
## 2069    5  13  14   3.3391037 7.985284e-01   0 9.724349e-03 1.468032e-02
## 2070    5  13  14 175.2873893 9.091510e-02   0 3.920944e-03 7.220966e-02
## 2071    5  13  14   4.7308332 8.014389e-01   0 9.053525e-01 8.534389e-01
## 2072    5  13  14   6.8890131 1.752645e-01   0 7.481256e-01 2.752741e-01
## 2073    5  13  14   3.2205945 9.268218e-01   0 8.047403e-01 6.420292e-02
## 2074    5  13  14  20.5950704 7.194109e-02   0 7.717558e-01 1.859824e-01
## 2075    5  13  14   2.3729467 5.206313e-01   0 2.554623e-01 6.990921e-01
## 2076    5  13  14   4.7275050 1.681824e-01   0 8.942842e-01 4.274072e-01
## 2077    5  13  14   4.6084555 4.912066e-01   0 2.511403e-01 7.631489e-01
## 2078    5  13  14   4.0983110 1.132657e-01   0 5.769795e-02 9.342554e-01
## 2079    5  13  14   7.2631274 8.515741e-01   0 1.020962e-01 8.456346e-01
## 2080    5  13  14  48.7677085 4.499598e-02   0 1.138699e-01 2.150939e-01
## 2081    5  13  14   6.6795350 8.388415e-01   0 9.689976e-01 9.093722e-01
## 2082    5  13  14   3.4720830 1.694252e-01   0 9.863394e-01 6.138488e-01
## 2083    5  13  14   7.5193784 3.119863e-01   0 3.972319e-01 6.314133e-01
## 2084    5  13  14   3.4742055 1.670754e-01   0 3.866070e-01 7.234281e-01
## 2085    5  13  14   2.1027955 9.806914e-01   0 8.837549e-01 4.488733e-01
## 2086    5  13  14   1.7245528 2.508035e-01   0 9.090508e-01 9.056960e-01
## 2087    5  13  14   7.4932272 6.564641e-01   0 5.955873e-01 2.492425e-01
## 2088    5  13  14 180.2643446 9.455797e-02   0 1.341039e-02 6.779095e-02
## 2089    5  13  14   6.9930448 7.359067e-01   0 4.264471e-01 4.213487e-02
## 2090    5  13  14 211.8108480 7.936085e-02   0 4.502114e-03 7.417909e-02
## 2091    5  13  14   3.9001087 6.344177e-01   0 7.194509e-01 1.898557e-01
## 2092    5  13  14   5.4257929 1.867111e-01   0 9.016311e-01 3.060876e-01
## 2093    5  13  14   4.8194451 7.618420e-01   0 3.277609e-01 3.085307e-01
## 2094    5  13  14  22.0009257 1.198214e-01   0 6.210017e-01 1.099686e-01
## 2095    5  13  14   5.5659630 1.120804e-01   0 3.530232e-01 5.297924e-01
## 2096    5  13  14   6.4771276 1.815056e-01   0 6.884475e-01 2.849739e-01
## 2097    5  13  14   5.2162796 6.537431e-01   0 3.315614e-01 3.649156e-01
## 2098    5  13  14  25.8256804 5.566595e-01   0 3.180377e-01 9.220630e-01
## 2099    5  13  14   5.5883207 4.016512e-01   0 3.957228e-01 2.279889e-01
## 2100    5  13  14   6.0519238 1.011976e-01   0 4.632561e-01 9.611774e-01
## 2101    5  13  14   4.2341933 7.471752e-01   0 8.670849e-01 1.517427e-01
## 2102    5  13  14 165.3125425 1.022489e-01   0 1.260715e-02 6.677331e-02
## 2103    5  13  14   4.3096328 8.902914e-01   0 2.357262e-01 3.646087e-02
## 2104    5  13  14   5.4415564 2.104333e-01   0 9.409202e-01 2.476798e-01
## 2105    5  13  14   5.7695501 4.777524e-01   0 3.583375e-01 3.207365e-01
## 2106    5  13  14   6.8206766 1.295930e-01   0 2.728865e-01 4.811039e-01
## 2107    5  13  14   4.1993835 6.431594e-01   0 5.998068e-01 9.712882e-01
## 2108    5  13  14   3.5030950 1.563398e-01   0 7.824784e-01 6.785963e-01
## 2109    5  13  14   7.3113112 8.447852e-01   0 7.242546e-01 3.149914e-01
## 2110    5  13  14  17.0821428 1.390726e-01   0 8.517719e-01 1.080844e-01
## 2111    5  13  14   6.0766047 9.684259e-01   0 7.611795e-01 6.857180e-01
## 2112    5  13  14  44.9104595 7.583016e-02   0 2.964158e-01 1.200744e-01
## 2113    5  13  14   6.9731625 1.107181e-01   0 7.124197e-01 8.877811e-01
## 2114    5  13  14   4.4095761 1.606604e-01   0 9.155828e-01 4.818174e-01
## 2115    5  13  14   2.6687243 7.376257e-01   0 5.612255e-01 5.188457e-01
## 2116    5  13  14   3.8224004 1.096405e-01   0 3.412167e-01 9.971032e-01
## 2117    5  13  14   4.0654588 6.173842e-01   0 1.727442e-01 4.605312e-01
## 2118    5  13  14   4.4594475 9.580834e-02   0 1.645648e-01 9.970932e-01
## 2119    5  13  14   3.5915168 7.938533e-02   0 7.838717e-01 9.028919e-01
## 2120    5  13  14   4.2713630 1.636777e-01   0 9.514588e-01 4.944509e-01
## 2121    5  13  14   4.6579926 4.948721e-01   0 8.377435e-01 8.551974e-01
## 2122    5  13  14   3.1573110 1.263246e-01   0 8.812764e-01 9.880788e-01
## 2123    5  13  14   6.2203547 2.353630e-01   0 8.375153e-01 7.341879e-01
## 2124    5  13  14   4.1300494 1.487550e-01   0 6.167779e-01 6.146804e-01
## 2125    5  13  14   6.1732108 8.342555e-01   0 8.262880e-01 7.598938e-01
## 2126    5  13  14  75.8495515 9.616932e-02   0 1.483138e-01 8.769115e-02
## 2127    5  13  14   3.3684854 6.474871e-01   0 7.631809e-01 2.503220e-03
## 2128    5  13  14 201.7534214 8.439355e-02   0 4.630930e-03 7.172225e-02
## 2129    5  13  14   4.3762936 8.626253e-01   0 9.364606e-01 6.356041e-01
## 2130    5  13  14   3.9730165 1.624568e-01   0 9.680826e-01 5.303737e-01
## 2131    5  13  14   4.6133178 2.048718e-01   0 9.344267e-01 9.150614e-01
## 2132    5  13  14   4.5022638 1.622102e-01   0 9.181491e-01 4.698359e-01
## 2133    5  13  14   3.1294335 8.167696e-01   0 4.456401e-02 9.503072e-01
## 2134    5  13  14   8.1928645 1.246090e-01   0 1.834122e-01 4.272581e-01
## 2135    5  13  14   2.7312793 7.956677e-01   0 6.346136e-01 7.760644e-01
## 2136    5  13  14 133.6032960 1.033533e-01   0 5.057886e-02 7.234826e-02
## 2137    5  13  14   5.5682712 8.816854e-01   0 3.175763e-01 9.389082e-01
## 2138    5  13  14  21.2614016 1.150831e-01   0 6.324269e-01 1.224624e-01
## 2139    5  13  14   7.8697180 9.186466e-01   0 5.384232e-01 7.056759e-01
## 2140    5  13  14  76.7651564 6.146097e-02   0 1.012153e-01 1.186700e-01
## 2141    5  13  14   7.6640706 3.616903e-01   0 2.345483e-01 6.608871e-01
## 2142    5  13  14   3.8692885 1.222174e-01   0 1.351886e-01 9.811732e-01
## 2143    5  13  14   3.3421602 6.077521e-01   0 6.884145e-01 8.568530e-01
## 2144    5  13  14   5.8830435 1.855602e-01   0 8.402792e-01 2.922957e-01
## 2145    5  13  14   6.9204849 1.389289e-01   0 7.407227e-01 5.282592e-02
## 2146    5  13  14   5.1405620 1.765115e-01   0 8.327680e-01 3.743226e-01
## 2147    5  13  14   2.0255381 7.324288e-01   0 5.938023e-01 9.223406e-01
## 2148    5  13  14   4.2609273 1.604878e-01   0 8.435719e-01 5.180600e-01
## 2149    5  13  14   4.7180326 7.721778e-01   0 7.212955e-01 9.086032e-01
## 2150    5  13  14   5.7178414 1.699365e-01   0 7.575894e-01 3.427898e-01
## 2151    5  13  14   4.3367089 8.578460e-01   0 3.205650e-01 6.216441e-01
## 2152    5  13  14 162.9670351 8.723141e-02   0 6.341527e-03 7.544671e-02
## 2153    5  13  14   3.6615524 1.937948e-02   0 2.712799e-01 8.267504e-01
## 2154    5  13  14   5.6380788 1.779347e-01   0 8.615993e-01 3.317091e-01
## 2155    5  13  14   5.3981436 3.030157e-01   0 3.896527e-01 3.851748e-01
## 2156    5  13  14   4.0141574 1.521850e-01   0 7.690931e-01 5.909577e-01
## 2157    5  13  14   6.7426077 3.425998e-01   0 7.540673e-01 4.757191e-01
## 2158    5  13  14  23.2197785 1.241903e-01   0 6.784742e-01 1.034480e-01
## 2159    5  13  14   3.4485784 9.417576e-01   0 2.497132e-01 9.887366e-02
## 2160    5  13  14  85.9183861 5.984397e-02   0 7.488159e-02 1.123924e-01
## 2161    5  13  14   5.8589971 9.561190e-01   0 6.576289e-01 6.285666e-01
## 2162    5  13  14   5.4969018 1.743661e-01   0 8.655740e-01 3.276541e-01
## 2163    5  13  14   4.0884375 5.033554e-01   0 2.210418e-01 2.833748e-01
## 2164    5  13  14   4.4652164 1.293826e-01   0 2.405479e-01 7.353499e-01
## 2165    5  13  14   3.4012065 2.785326e-02   0 6.355936e-01 4.226011e-01
## 2166    5  13  14   4.0201102 1.474847e-01   0 6.899779e-01 6.689386e-01
## 2167    5  13  14   5.4609761 3.228898e-01   0 5.339684e-01 2.896136e-01
## 2168    5  13  14   3.9446080 1.269783e-01   0 3.491013e-01 8.259675e-01
## 2169    5  13  14   6.3410096 6.887661e-01   0 3.651033e-02 9.785872e-01
## 2170    5  13  14   4.2647387 1.178426e-01   0 5.119318e-03 8.957775e-01
## 2171    5  13  14   2.4511108 1.388075e-01   0 1.912899e-01 3.612029e-01
## 2172    5  13  14  14.5421920 1.195670e-01   0 4.782658e-02 2.693748e-01
## 2173    5  13  14   6.4997422 5.319537e-01   0 8.730091e-01 3.527798e-01
## 2174    5  13  14   5.2278970 1.741233e-01   0 9.675970e-01 3.413223e-01
## 2175    5  13  14   4.4894365 5.342045e-01   0 5.020078e-01 7.203005e-01
## 2176    5  13  14   4.2475132 1.383676e-01   0 7.022373e-01 6.383909e-01
## 2177    5  13  14   6.8624746 9.822191e-01   0 1.312366e-02 7.004624e-01
## 2178    5  13  14   7.7153452 9.555532e-01   0 2.615968e-02 9.313796e-01
## 2179    5  13  14   4.1972761 8.976447e-01   0 2.254276e-01 3.655354e-01
## 2180    5  13  14 156.2699694 9.533481e-02   0 3.054097e-02 6.935254e-02
## 2181    5  13  14   4.6653991 4.110188e-01   0 2.539017e-01 4.225870e-01
## 2182    5  13  14   8.9095519 1.166194e-01   0 6.104208e-02 4.481912e-01
## 2183    5  13  14   2.2095933 1.872086e-01   0 5.294517e-02 7.094841e-01
## 2184    5  13  14   4.6306674 1.164277e-01   0 1.708148e-01 8.001823e-01
## 2185    5  13  14   6.5538348 4.543506e-01   0 3.785349e-01 3.031499e-01
## 2186    5  13  14   5.8988660 1.778678e-01   0 7.894617e-01 3.113057e-01
## 2187    5  13  14   4.9317496 5.621636e-01   0 2.033673e-01 1.813848e-02
## 2188    5  13  14  11.5253662 1.542451e-01   0 2.692287e-01 2.339340e-01
## 2189    5  13  14   6.6442028 6.324126e-01   0 7.946878e-01 4.146331e-01
## 2190    5  13  14   4.4382129 1.687018e-01   0 8.841005e-01 4.643245e-01
## 2191    5  13  14   5.6976110 2.594332e-01   0 8.326109e-01 4.977036e-01
## 2192    5  13  14   4.2615450 1.657644e-01   0 9.217379e-01 4.822905e-01
## 2193    5  13  14   6.0723629 3.976336e-01   0 3.295522e-01 2.215433e-01
## 2194    5  13  14   7.4686517 1.509260e-01   0 4.409959e-01 3.364205e-01
## 2195    5  13  14   3.8927250 6.688401e-01   0 9.226417e-01 5.986086e-01
## 2196    5  13  14  21.6320366 1.137256e-01   0 9.146429e-01 1.112604e-01
## 2197    5  13  14   7.8222439 4.066850e-01   0 4.072459e-01 7.124853e-01
## 2198    5  13  14   9.8023917 1.732417e-01   0 4.067592e-01 2.197219e-01
## 2199    5  13  14   6.1908588 5.694954e-01   0 1.227361e-01 1.075873e-01
## 2200    5  13  14   4.6476253 1.118161e-01   0 4.885298e-02 8.570788e-01
## 2201    5  13  14   2.0394096 3.761868e-01   0 5.475754e-02 1.293879e-01
## 2202    5  13  14   6.7572275 1.184940e-01   0 2.047673e-02 5.682478e-01
## 2203    5  13  14   6.2814132 5.332212e-01   0 8.560006e-01 8.925906e-01
## 2204    5  13  14   5.7758760 1.689767e-01   0 7.876753e-01 3.431904e-01
## 2205    5  13  14   3.4901425 6.597173e-01   0 4.503901e-01 8.813100e-01
## 2206    5  13  14   3.7619058 1.754004e-01   0 9.258816e-01 5.406521e-01
## 2207    5  13  14   7.8042322 9.905008e-01   0 1.961953e-01 8.549533e-01
## 2208    5  13  14  21.3969147 9.773397e-01   0 1.496316e-01 1.513190e-01
## 2209    5  13  14   7.0085685 8.187480e-02   0 4.168580e-01 5.882298e-01
## 2210    5  13  14   4.7586249 1.761277e-01   0 9.536893e-01 3.963141e-01
## 2211    5  13  14   7.8636880 8.279676e-01   0 8.529939e-01 9.569542e-01
## 2212    5  13  14  11.8326244 6.437965e-02   0 9.783045e-01 5.215184e-01
## 2213    5  13  14   5.2919146 2.231236e-01   0 3.471071e-01 7.787408e-01
## 2214    5  13  14   7.6735625 1.674926e-01   0 5.544272e-01 2.861891e-01
## 2215    5  13  14   2.4195671 2.721651e-01   0 3.912331e-01 8.513801e-01
## 2216    5  13  14   5.2738554 1.679637e-01   0 8.505901e-01 3.812300e-01
## 2217    5  13  14   5.4225130 7.231963e-01   0 1.597951e-01 6.345690e-01
## 2218    5  13  14  39.5716847 1.354936e-01   0 3.293410e-01 8.387310e-02
## 2219    5  13  14   4.7636496 6.144417e-01   0 4.919536e-01 4.615897e-01
## 2220    5  13  14   7.1007497 1.336093e-01   0 3.453763e-01 4.120582e-01
## 2221    5  13  14   4.2817730 2.545669e-01   0 9.642999e-01 7.025318e-01
## 2222    5  13  14   3.9116662 1.556449e-01   0 9.884845e-01 5.638743e-01
## 2223    5  13  14   6.5893006 5.592173e-01   0 8.513255e-01 2.031694e-01
## 2224    5  13  14 177.5893941 8.983965e-02   0 2.652003e-03 7.059093e-02
## 2225    5  13  14   2.9640565 8.465544e-01   0 8.271625e-01 9.244774e-01
## 2226    5  13  14   3.0558976 1.629201e-01   0 7.707304e-01 7.661037e-01
## 2227    5  13  14   7.1662866 3.941062e-01   0 6.541043e-01 6.580798e-01
## 2228    5  13  14   6.3232147 1.481497e-01   0 5.678835e-01 4.044234e-01
## 2229    5  13  14   5.3993505 8.780771e-01   0 2.873752e-01 7.284756e-01
## 2230    5  13  14   5.4695420 8.091860e-02   0 5.764685e-01 9.690260e-01
## 2231    5  13  14   4.3266185 2.091662e-01   0 1.251281e-01 1.957200e-01
## 2232    5  13  14   4.8277766 1.790754e-01   0 9.160962e-01 3.794340e-01
## 2233    5  13  14   4.1601792 7.743774e-01   0 6.771250e-01 9.773626e-01
## 2234    5  13  14   4.5157477 9.403894e-02   0 2.202276e-01 9.863399e-01
## 2235    5  13  14   2.2102199 5.855218e-01   0 5.055598e-01 2.857595e-01
## 2236    5  13  14   3.1874161 1.374135e-01   0 8.290518e-01 8.838007e-01
## 2237    5  13  14   3.7220122 6.158026e-02   0 5.185897e-01 9.355321e-01
## 2238    5  13  14 102.5170589 5.146778e-02   0 2.500029e-02 1.162163e-01
## 2239    5  13  14   2.8905433 8.537266e-01   0 2.518025e-01 1.251160e-01
## 2240    5  13  14 192.1801449 7.033709e-02   0 1.042275e-02 7.763765e-02
## 2241    5  13  14   3.5386703 7.509642e-01   0 2.654541e-01 9.775294e-01
## 2242    5  13  14   3.8948783 1.362444e-01   0 1.725735e-01 8.240114e-01
## 2243    5  13  14   2.3182100 7.149112e-01   0 4.524200e-01 6.326147e-01
## 2244    5  13  14   3.6833309 1.543001e-01   0 9.176831e-01 6.384586e-01
## 2245    5  13  14   3.1237499 6.276582e-01   0 3.889674e-02 2.651382e-01
## 2246    5  13  14   5.8831507 1.239479e-01   0 7.852393e-02 6.135835e-01
## 2247    5  13  14   6.4324730 5.933597e-01   0 7.362360e-01 9.290073e-01
## 2248    5  13  14   4.6033281 1.497807e-01   0 7.392879e-01 5.476800e-01
## 2249    5  13  14   6.5836274 5.405061e-01   0 4.103330e-01 8.498186e-01
## 2250    5  13  14   6.7017159 1.163793e-01   0 8.550198e-02 5.816806e-01
## 2251    5  13  14   6.3677982 5.783719e-01   0 9.008654e-02 9.384991e-02
## 2252    5  13  14  12.9462137 8.801009e-02   0 6.513236e-01 3.244314e-01
## 2253    5  13  14   7.5782067 1.325862e-01   0 4.170019e-01 6.058887e-01
## 2254    5  13  14   4.3402307 1.035104e-01   0 1.124950e-01 9.793839e-01
## 2255    5  13  14   5.3003619 5.482199e-01   0 7.006669e-01 5.664816e-01
## 2256    5  13  14   5.3075656 2.015656e-01   0 9.433248e-01 2.733042e-01
## 2257    5  13  14   3.5140764 7.762376e-01   0 6.630197e-01 1.604442e-01
## 2258    5  13  14   5.6910102 1.753916e-01   0 9.262568e-01 3.264798e-01
## 2259    5  13  14   6.7073092 8.383054e-01   0 8.707736e-01 8.305679e-01
## 2260    5  13  14  20.5859460 1.700072e-01   0 8.478161e-01 8.563991e-02
## 2261    5  13  14   4.9071945 9.764754e-02   0 1.297434e-01 8.075412e-01
## 2262    5  13  14   7.8092862 1.155497e-01   0 7.085219e-02 5.007628e-01
## 2263    5  13  14   2.3791943 3.048558e-01   0 3.729892e-01 3.186747e-01
## 2264    5  13  14  10.0084935 1.212672e-01   0 1.237127e-01 3.646221e-01
## 2265    5  13  14   4.3453635 5.345716e-01   0 1.795218e-02 6.092256e-01
## 2266    5  13  14   3.8824098 1.198698e-01   0 8.899963e-02 9.508994e-01
## 2267    5  13  14   6.5544610 7.763301e-01   0 6.415925e-02 5.884555e-01
## 2268    5  13  14 187.2761449 8.873159e-02   0 5.238542e-03 6.942901e-02
## 2269    5  13  14   6.7494368 4.141315e-01   0 6.282247e-01 3.560351e-01
## 2270    5  13  14   4.2023805 1.539554e-01   0 8.371152e-01 5.598180e-01
## 2271    5  13  14   7.1900847 7.617354e-01   0 2.065395e-01 8.018070e-01
## 2272    5  13  14 179.4974224 8.103427e-02   0 4.444333e-03 7.264666e-02
## 2273    5  13  14   4.5869874 3.805758e-01   0 2.911451e-01 2.053521e-01
## 2274    5  13  14   7.5065304 1.146626e-01   0 6.472696e-03 5.267465e-01
## 2275    5  13  14   5.4910348 1.966205e-01   0 3.001752e-01 6.244422e-01
## 2276    5  13  14   7.9505353 1.343569e-01   0 2.719342e-01 3.914763e-01
## 2277    5  13  14   4.0103636 2.910423e-01   0 9.852911e-01 9.624326e-02
## 2278    5  13  14   3.6195598 1.712119e-01   0 9.980372e-01 5.759870e-01
## 2279    5  13  14   5.2665247 2.801933e-01   0 3.461938e-01 5.138927e-01
## 2280    5  13  14   5.1612305 1.247196e-01   0 3.124541e-01 6.509488e-01
## 2281    5  13  14   3.4118818 5.078779e-01   0 2.377947e-01 6.868004e-01
## 2282    5  13  14   9.3736621 1.180005e-01   0 1.768005e-02 4.277219e-01
## 2283    5  13  14   5.1198359 4.942766e-02   0 3.598459e-01 2.871975e-01
## 2284    5  13  14   9.3648010 1.137519e-01   0 3.386392e-02 4.209882e-01
## 2285    5  13  14   2.5396564 1.640808e-01   0 1.173165e-01 9.074160e-01
## 2286    5  13  14   6.4133578 1.714201e-01   0 6.248706e-01 3.103154e-01
## 2287    5  13  14   4.8775621 5.380359e-02   0 1.864555e-01 8.113604e-01
## 2288    5  13  14   7.0979738 1.115329e-01   0 5.876049e-02 5.725396e-01
## 2289    5  13  14   2.5903726 3.554123e-01   0 8.847108e-01 9.561346e-01
## 2290    5  13  14   4.4006701 1.717189e-01   0 9.607647e-01 4.384397e-01
## 2291    5  13  14   4.1887947 5.996211e-01   0 7.641190e-02 2.485298e-02
## 2292    5  13  14 167.6338457 7.442206e-02   0 1.409806e-02 7.535566e-02
## 2293    5  13  14   3.0625668 8.094954e-01   0 4.318080e-01 7.026734e-01
## 2294    5  13  14   3.9213144 1.558056e-01   0 7.755028e-01 6.021702e-01
## 2295    5  13  14   5.1498986 5.220249e-01   0 1.361463e-01 2.823527e-02
## 2296    5  13  14  17.4825204 7.961715e-02   0 6.734549e-01 2.424296e-01
## 2297    5  13  14   2.1666712 4.555505e-02   0 9.568730e-01 3.681257e-01
## 2298    5  13  14  10.1168959 4.155381e-02   0 9.866184e-01 8.177871e-01
## 2299    5  13  14   6.6865784 2.344404e-01   0 3.465570e-01 5.371725e-01
## 2300    5  13  14   4.6575218 1.378895e-01   0 6.404410e-01 6.123490e-01
## 2301    5  13  14   2.2032610 4.453410e-01   0 8.139471e-01 7.430815e-01
## 2302    5  13  14   3.2523129 1.451853e-01   0 7.443921e-01 8.423840e-01
## 2303    5  13  14   7.2473308 7.369466e-02   0 8.863310e-01 8.052974e-01
## 2304    5  13  14   4.3994183 1.071479e-01   0 6.155269e-02 9.202125e-01
## 2305    5  13  14   2.7917131 9.594972e-02   0 9.132595e-01 1.704215e-02
## 2306    5  13  14   6.0947064 2.015735e-01   0 9.092301e-01 2.362941e-01
## 2307    5  13  14   6.9114391 1.701591e-01   0 5.736931e-01 5.352985e-01
## 2308    5  13  14   7.0177159 1.593558e-01   0 5.170631e-01 3.206889e-01
## 2309    5  13  14   7.1927041 4.762575e-01   0 5.285342e-01 3.333226e-01
## 2310    5  13  14   5.6990443 1.537619e-01   0 5.725672e-01 4.336169e-01
## 2311    5  13  14   2.9943735 1.188701e-01   0 5.800937e-01 1.129484e-01
## 2312    5  13  14   4.1851407 1.654983e-01   0 9.598811e-01 4.938465e-01
## 2313    5  13  14   5.3810778 7.063893e-01   0 7.864157e-01 1.345639e-01
## 2314    5  13  14 183.3712827 8.548317e-02   0 9.868886e-03 7.096733e-02
## 2315    5  13  14   3.2533485 4.522589e-01   0 8.896720e-01 3.880138e-01
## 2316    5  13  14  12.3695636 3.886673e-02   0 3.659521e-01 8.487598e-01
## 2317    5  13  14   3.7625924 8.794090e-01   0 5.669509e-02 1.215681e-01
## 2318    5  13  14   6.0415867 1.434169e-01   0 4.109277e-01 4.715264e-01
## 2319    5  13  14   7.3609338 6.104392e-02   0 8.090191e-01 1.228961e-01
## 2320    5  13  14   3.6052436 1.389669e-01   0 7.356909e-01 7.915578e-01
## 2321    5  13  14   5.5527324 2.192949e-03   0 6.128508e-01 3.319314e-01
## 2322    5  13  14  48.7485385 2.110862e-02   0 3.752133e-01 5.727372e-01
## 2323    5  13  14   7.9387167 6.716611e-01   0 8.927482e-01 1.807995e-01
## 2324    5  13  14  17.0231949 1.408742e-01   0 9.291351e-01 1.051899e-01
## 2325    5  13  14   2.0345886 4.062699e-01   0 6.946221e-01 4.539593e-01
## 2326    5  13  14   4.6767375 1.149990e-01   0 1.994335e-01 8.139117e-01
## 2327    5  13  14   6.4412539 8.889574e-01   0 4.111481e-01 7.471642e-01
## 2328    5  13  14  16.1650679 6.944833e-02   0 6.789041e-01 2.925753e-01
## 2329    5  13  14   4.9192470 9.884277e-01   0 7.999384e-01 5.885691e-01
## 2330    5  13  14  33.7912133 9.587155e-02   0 6.410302e-01 1.085874e-01
## 2331    5  13  14   4.5356071 8.348022e-01   0 2.346433e-01 2.038382e-01
## 2332    5  13  14 156.2838007 6.557879e-02   0 1.025660e-02 8.479511e-02
## 2333    5  13  14   5.2210130 3.295210e-01   0 2.253554e-01 7.305405e-01
## 2334    5  13  14   8.6388649 1.504768e-01   0 3.427575e-01 2.989367e-01
## 2335    5  13  14   3.6117736 7.517094e-01   0 8.705737e-01 4.609494e-01
## 2336    5  13  14   3.4806655 1.467839e-01   0 9.539057e-01 7.289776e-01
## 2337    5  13  14   3.2423208 2.522093e-02   0 9.593772e-01 6.352560e-01
## 2338    5  13  14   4.7951654 1.701794e-01   0 8.966371e-01 4.091413e-01
## 2339    5  13  14   6.8458391 6.786599e-02   0 1.050741e-02 4.607244e-01
## 2340    5  13  14   5.5110368 9.945169e-02   0 1.780589e-02 8.238353e-01
## 2341    5  13  14   2.8437868 5.462678e-01   0 4.550170e-01 9.954437e-01
## 2342    5  13  14   2.4033785 1.686733e-01   0 7.096029e-01 9.986461e-01
## 2343    5  13  14   2.3314994 9.556461e-01   0 1.230686e-01 9.015287e-02
## 2344    5  13  14 172.3196405 1.052514e-01   0 1.300997e-02 6.886217e-02
## 2345    5  13  14   4.7995645 9.003766e-01   0 6.217996e-01 4.627050e-01
## 2346    5  13  14 176.7177831 9.240265e-02   0 7.326380e-03 7.205234e-02
## 2347    5  13  14   2.9258157 6.730834e-01   0 9.892457e-01 9.340907e-02
## 2348    5  13  14   7.4697882 1.318132e-01   0 9.969935e-01 3.895898e-01
## 2349    5  13  14   3.9374604 9.391195e-01   0 2.632136e-01 9.683791e-01
## 2350    5  13  14  15.6962842 6.892443e-02   0 4.606352e-01 8.656329e-01
## 2351    5  13  14   7.8768496 8.043352e-01   0 4.791270e-01 8.412953e-01
## 2352    5  13  14  34.8088432 1.004718e-01   0 4.506254e-01 1.091123e-01
## 2353    5  13  14   5.5225224 3.596656e-01   0 6.456260e-01 3.448388e-01
## 2354    5  13  14   3.2941443 1.432074e-01   0 7.390202e-01 8.391567e-01
## 2355    5  13  14   3.8236850 4.223360e-01   0 9.277190e-01 6.186750e-01
## 2356    5  13  14   4.9328565 1.799916e-01   0 9.818383e-01 3.483597e-01
## 2357    5  13  14   2.5580206 5.808196e-01   0 4.713253e-01 2.448015e-01
## 2358    5  13  14   6.1261476 1.831127e-01   0 7.903752e-01 2.878183e-01
## 2359    5  13  14   7.6828995 9.038755e-01   0 8.676539e-01 3.199218e-02
## 2360    5  13  14  14.9875086 1.714040e-01   0 9.228857e-01 9.639163e-02
## 2361    5  13  14   2.3494771 2.150978e-01   0 2.781911e-01 3.031943e-02
## 2362    5  13  14   5.7496577 1.788227e-01   0 8.902681e-01 3.103809e-01
## 2363    5  13  14   2.8866509 7.008519e-01   0 9.559043e-01 3.690559e-01
## 2364    5  13  14   5.6994922 1.950885e-01   0 9.428360e-01 2.614369e-01
## 2365    5  13  14   3.8332293 5.889506e-01   0 8.280923e-01 1.237780e-02
## 2366    5  13  14   3.1978981 1.306160e-01   0 9.331927e-01 9.180930e-01
## 2367    5  13  14   4.4337593 3.031616e-02   0 1.759224e-01 8.699998e-01
## 2368    5  13  14  12.7276936 7.816745e-02   0 1.511280e-01 8.131583e-01
## 2369    5  13  14   2.1866192 4.292379e-01   0 7.853293e-01 9.898578e-01
## 2370    5  13  14   2.7393094 1.450141e-01   0 8.567088e-01 9.787623e-01
## 2371    5  13  14   3.2896314 1.790122e-01   0 1.746045e-02 2.489888e-01
## 2372    5  13  14   4.4921474 1.547641e-01   0 7.477697e-01 5.300937e-01
## 2373    5  13  14   6.6534030 3.209529e-02   0 8.964754e-02 2.641460e-01
## 2374    5  13  14  14.1705239 1.334685e-01   0 1.266182e-01 2.418530e-01
## 2375    5  13  14   2.1022678 6.429725e-01   0 8.069332e-01 8.544163e-01
## 2376    5  13  14   3.1322979 1.481609e-01   0 9.749636e-01 7.800217e-01
## 2377    5  13  14   6.7477771 7.067498e-01   0 9.420973e-01 8.103011e-02
## 2378    5  13  14 120.2306853 5.035291e-02   0 2.094347e-02 1.107315e-01
## 2379    5  13  14   4.9809379 8.760157e-01   0 4.594401e-01 8.882320e-01
## 2380    5  13  14 165.3533701 9.550494e-02   0 1.752316e-02 6.953184e-02
## 2381    5  13  14   2.1344914 1.446430e-01   0 4.218004e-01 7.198111e-01
## 2382    5  13  14   3.9195923 1.682202e-01   0 8.651800e-01 5.579580e-01
## 2383    5  13  14   5.5683504 4.572523e-01   0 2.982371e-01 1.033456e-01
## 2384    5  13  14   6.3167530 1.991511e-01   0 8.117790e-01 2.416270e-01
## 2385    5  13  14   6.8516241 1.597903e-01   0 9.197124e-01 1.391590e-01
## 2386    5  13  14   5.3828171 1.379607e-01   0 5.775110e-01 5.072546e-01
## 2387    5  13  14   2.5751120 7.342204e-01   0 8.875348e-01 2.378180e-01
## 2388    5  13  14   4.5584154 1.669465e-01   0 9.621044e-01 4.215238e-01
## 2389    5  13  14   7.6867522 5.786726e-01   0 4.268293e-01 4.349116e-02
## 2390    5  13  14 207.2297623 7.847862e-02   0 5.306025e-03 7.646666e-02
## 2391    5  13  14   7.8170229 6.703011e-01   0 5.138905e-01 7.317132e-03
## 2392    5  13  14  13.5021427 1.359903e-01   0 9.119148e-01 1.396761e-01
## 2393    5  13  14   4.0874069 1.266265e-02   0 5.818789e-01 8.938659e-01
## 2394    5  13  14   3.0074107 1.758473e-01   0 9.339312e-01 7.071140e-01
## 2395    5  13  14   7.0907777 2.762791e-01   0 1.264052e-01 6.899193e-01
## 2396    5  13  14   4.5343999 1.527533e-01   0 6.614624e-01 5.552318e-01
## 2397    5  13  14   5.2192222 8.159526e-01   0 9.504699e-01 3.465366e-01
## 2398    5  13  14  37.5658637 5.853788e-02   0 4.648294e-01 1.759750e-01
## 2399    5  13  14   6.4344291 3.476664e-02   0 5.097841e-01 9.172907e-01
## 2400    5  13  14   4.9232641 1.657991e-01   0 8.340452e-01 4.292444e-01
## 2401    5  13  14   7.9198798 5.211055e-01   0 7.034509e-01 3.684445e-01
## 2402    5  13  14 160.3579122 6.097095e-02   0 1.494300e-02 8.662298e-02
## 2403    5  13  14   6.6317402 6.072232e-01   0 2.603276e-01 8.762860e-01
## 2404    5  13  14   8.1716393 5.390284e-02   0 6.112219e-02 9.462446e-01
## 2405    5  13  14   3.3315116 7.825839e-01   0 6.602420e-02 4.246954e-01
## 2406    5  13  14 181.6965606 8.477849e-02   0 5.119701e-03 7.888913e-02
## 2407    5  13  14   6.5746898 5.098104e-01   0 5.495791e-02 4.550160e-01
## 2408    5  13  14   7.8297668 1.148076e-01   0 9.158750e-02 4.921589e-01
## 2409    5  13  14   2.5482884 1.525419e-02   0 4.883930e-01 2.849182e-02
## 2410    5  13  14   4.2989967 1.566338e-01   0 8.408446e-01 5.284552e-01
## 2411    5  13  14   5.2190207 3.407843e-01   0 4.000501e-01 2.427354e-01
## 2412    5  13  14   5.0493410 1.735342e-01   0 8.667349e-01 3.847151e-01
## 2413    5  13  14   3.5799277 5.915241e-01   0 2.556548e-01 6.937917e-01
## 2414    5  13  14  10.2790766 1.266808e-01   0 4.625432e-02 3.588210e-01
## 2415    5  13  14   5.3137130 7.430328e-01   0 2.345618e-01 2.895413e-01
## 2416    5  13  14   3.9882179 1.480417e-01   0 5.407394e-01 6.895816e-01
## 2417    5  13  14   2.5615261 5.076095e-01   0 9.434725e-02 8.216152e-02
## 2418    5  13  14  14.7006645 1.191643e-01   0 2.355671e-02 2.737914e-01
## 2419    5  13  14   5.4964539 3.889138e-01   0 3.029984e-01 2.807386e-01
## 2420    5  13  14   5.4263753 1.288941e-01   0 2.450486e-01 6.064651e-01
## 2421    5  13  14   4.2071015 9.845057e-01   0 1.598921e-01 8.065633e-01
## 2422    5  13  14   0.6590263 9.815934e-01   0 1.537833e-02 9.937499e-01
## 2423    5  13  14   6.8521750 6.545128e-01   0 6.979581e-01 1.871217e-01
## 2424    5  13  14  11.3065846 4.228441e-02   0 3.572321e-01 9.099267e-01
## 2425    5  13  14   5.5624106 3.902065e-01   0 7.303003e-01 2.771198e-01
## 2426    5  13  14   4.3638932 1.344317e-01   0 4.860042e-01 6.696662e-01
## 2427    5  13  14   3.4101187 3.148065e-02   0 4.755623e-02 4.526761e-01
## 2428    5  13  14  13.1114322 1.355331e-01   0 1.934579e-01 2.473902e-01
## 2429    5  13  14   7.4345569 9.524291e-02   0 4.373213e-01 8.961679e-01
## 2430    5  13  14   5.3811928 1.714108e-01   0 7.427473e-01 3.658497e-01
## 2431    5  13  14   6.2646455 6.160249e-01   0 5.421787e-01 2.416291e-01
## 2432    5  13  14   2.9146715 1.362047e-01   0 8.826731e-01 9.819843e-01
## 2433    5  13  14   4.5473539 8.354111e-02   0 9.831908e-01 9.570450e-02
## 2434    5  13  14   2.9810468 1.679223e-01   0 9.974846e-01 7.118022e-01
## 2435    5  13  14   2.9433265 8.064856e-01   0 5.453945e-01 5.519999e-02
## 2436    5  13  14   7.1784553 1.925036e-01   0 7.085967e-01 2.215764e-01
## 2437    5  13  14   7.6034638 8.404206e-01   0 6.645863e-01 4.255958e-01
## 2438    5  13  14  41.5599462 1.154886e-01   0 3.071379e-01 8.972036e-02
## 2439    5  13  14   6.3421951 1.213391e-01   0 8.105263e-02 5.837666e-01
## 2440    5  13  14   4.1645692 1.059142e-01   0 8.544777e-02 9.928675e-01
## 2441    5  13  14   7.2345492 9.968640e-01   0 3.159749e-01 9.215411e-01
## 2442    5  13  14   0.6959364 9.826592e-01   0 7.302649e-02 9.782098e-01
## 2443    5  13  14   6.2171090 1.070458e-01   0 7.415821e-01 1.134404e-01
## 2444    5  13  14   6.1428912 1.691562e-01   0 7.441241e-01 3.206693e-01
## 2445    5  13  14   6.5587524 7.054063e-01   0 4.513152e-01 6.657267e-01
## 2446    5  13  14   7.3683365 1.478356e-01   0 4.250426e-01 3.541140e-01
## 2447    5  13  14   4.8266794 5.795834e-01   0 2.284992e-02 4.786715e-01
## 2448    5  13  14   4.5622676 1.069010e-01   0 7.735858e-03 8.898217e-01
## 2449    5  13  14   7.6015941 7.744801e-01   0 2.167324e-01 9.550972e-01
## 2450    5  13  14   5.9045515 1.192700e-01   0 3.079892e-01 5.836022e-01
## 2451    5  13  14   2.4588065 4.220821e-01   0 9.044579e-01 6.658003e-01
## 2452    5  13  14   2.6776490 1.716653e-01   0 8.818049e-01 8.000214e-01
## 2453    5  13  14   6.5222967 9.926164e-01   0 1.464361e-01 1.816388e-01
## 2454    5  13  14  78.2857702 1.725883e-01   0 1.219676e-01 6.893031e-02
## 2455    5  13  14   6.5984474 5.559895e-01   0 5.471884e-01 2.181752e-01
## 2456    5  13  14   4.1012174 1.710499e-01   0 9.208578e-01 4.895044e-01
## 2457    5  13  14   6.5316048 5.286671e-03   0 8.063679e-01 7.345030e-01
## 2458    5  13  14   4.0292737 1.460524e-01   0 8.428395e-01 6.298061e-01
## 2459    5  13  14   3.3472974 1.214378e-02   0 1.256209e-02 2.646361e-01
## 2460    5  13  14   4.4608312 1.211793e-01   0 3.373723e-02 8.256427e-01
## 2461    5  13  14   5.3246695 5.340360e-01   0 1.978151e-01 9.091022e-01
## 2462    5  13  14   4.2291063 1.622093e-01   0 8.605419e-01 5.199188e-01
## 2463    5  13  14   3.7804194 4.924203e-01   0 9.987189e-02 8.649729e-02
## 2464    5  13  14  12.0287135 1.365894e-01   0 9.837092e-02 2.633469e-01
## 2465    5  13  14   6.1552769 1.814398e-01   0 9.180286e-01 9.402408e-01
## 2466    5  13  14   2.9500634 1.534538e-01   0 9.829152e-01 8.299291e-01
## 2467    5  13  14   4.3556399 7.083536e-01   0 7.585119e-01 9.251926e-01
## 2468    5  13  14   5.5923870 1.351640e-01   0 8.534683e-01 4.707474e-01
## 2469    5  13  14   3.3987913 7.974321e-01   0 7.735840e-01 4.497733e-01
## 2470    5  13  14  15.4114332 1.233586e-01   0 7.945236e-01 1.406958e-01
## 2471    5  13  14   5.1208341 2.554947e-01   0 8.722307e-02 4.742073e-02
## 2472    5  13  14   5.6880955 1.157313e-01   0 2.461460e-02 6.881860e-01
## 2473    5  13  14   2.7585620 1.487949e-01   0 9.386108e-01 3.428901e-01
## 2474    5  13  14   3.3454980 1.606568e-01   0 9.655173e-01 6.848185e-01
## 2475    5  13  14   3.2427819 5.626093e-01   0 1.538381e-01 9.092952e-01
## 2476    5  13  14   2.7815922 1.789497e-01   0 8.374600e-01 7.770220e-01
## 2477    5  13  14   4.8452267 2.212363e-01   0 1.362205e-01 3.867939e-02
## 2478    5  13  14   7.5398884 1.496266e-01   0 4.425007e-01 3.407315e-01
## 2479    5  13  14   4.2547480 4.903076e-01   0 7.386365e-01 5.386716e-01
## 2480    5  13  14   3.3213165 1.689647e-01   0 8.670310e-01 6.823575e-01
## 2481    5  13  14   4.0569859 5.604877e-01   0 8.188498e-01 5.891401e-01
## 2482    5  13  14   4.8279040 1.710049e-01   0 9.365524e-01 3.919697e-01
## 2483    5  13  14   3.2822690 3.175135e-01   0 7.481096e-01 9.824205e-01
## 2484    5  13  14   5.8407654 1.611117e-01   0 6.772864e-01 3.810518e-01
## 2485    5  13  14   5.6152289 2.351993e-01   0 5.497560e-01 5.649680e-01
## 2486    5  13  14   5.8729901 2.045950e-01   0 9.728188e-01 2.358863e-01
## 2487    5  13  14   7.6643618 4.456266e-01   0 2.527210e-01 1.177378e-01
## 2488    5  13  14   4.3806329 1.646249e-01   0 8.378219e-01 4.865618e-01
## 2489    5  13  14   6.0147211 8.849768e-01   0 4.529853e-01 5.177787e-01
## 2490    5  13  14  89.3052148 6.612292e-02   0 6.019676e-02 1.024672e-01
## 2491    5  13  14   3.2702260 9.848827e-01   0 9.532981e-01 1.387922e-01
## 2492    5  13  14  29.8240229 1.502121e-01   0 6.349859e-01 9.121200e-02
## 2493    5  13  14   2.5900186 8.611997e-01   0 2.357712e-01 3.584851e-01
## 2494    5  13  14   4.6498186 1.662514e-01   0 7.680958e-01 4.549811e-01
## 2495    5  13  14   4.0828172 1.231196e-02   0 5.007902e-02 4.172492e-01
## 2496    5  13  14  13.2815197 1.174810e-01   0 2.413642e-02 3.017205e-01
## 2497    5  13  14   3.6100975 6.581905e-01   0 8.224332e-01 5.425838e-01
## 2498    5  13  14   3.2468899 1.556105e-01   0 9.603987e-01 7.352109e-01
## 2499    5  13  14   3.6265446 2.154097e-01   0 7.840706e-01 1.540458e-01
## 2500    5  13  14   5.2720495 1.886470e-01   0 9.307305e-01 3.045384e-01
## 2501    5  13  14   4.0185424 7.466559e-01   0 3.885943e-01 3.778452e-01
## 2502    5  13  14   8.1846145 1.402685e-01   0 3.529081e-01 3.373186e-01
## 2503    5  13  14   6.1953493 1.409575e-01   0 3.818731e-01 8.843756e-01
## 2504    5  13  14   4.3705721 1.056125e-01   0 2.809332e-02 9.426445e-01
## 2505    5  13  14   2.0722686 2.917003e-01   0 3.075530e-01 8.693419e-01
## 2506    5  13  14   3.4889212 1.354670e-01   0 5.382520e-01 8.478189e-01
## 2507    5  13  14   2.5094994 2.072030e-01   0 3.717236e-01 1.953133e-01
## 2508    5  13  14   5.7911786 1.236163e-01   0 2.119655e-01 6.046368e-01
## 2509    5  13  14   2.5321990 4.815891e-01   0 3.423750e-01 9.808446e-01
## 2510    5  13  14   3.5740975 1.255373e-01   0 1.789246e-01 9.724389e-01
## 2511    5  13  14   7.2816550 9.440108e-01   0 6.553247e-01 6.736795e-01
## 2512    5  13  14   3.0337778 1.532909e-01   0 9.805084e-01 8.038277e-01
## 2513    5  13  14   7.5752046 1.579483e-01   0 1.646722e-01 9.883159e-01
## 2514    5  13  14   2.3670322 1.592331e-01   0 9.109321e-01 9.932806e-01
## 2515    5  13  14   5.4166457 3.572919e-02   0 5.976993e-01 5.506943e-01
## 2516    5  13  14   6.5020976 1.816137e-01   0 7.947085e-01 2.828585e-01
## 2517    5  13  14   5.1178438 1.725853e-01   0 9.648595e-01 2.141163e-01
## 2518    5  13  14   4.9217271 1.700936e-01   0 9.646339e-01 3.916907e-01
## 2519    5  13  14   4.9565296 2.850000e-01   0 5.301180e-01 8.964999e-01
## 2520    5  13  14   3.7885421 1.586875e-01   0 9.124631e-01 5.909623e-01
## 2521    5  13  14   4.6964954 9.244800e-01   0 7.531650e-03 6.573622e-01
## 2522    5  13  14 197.7774484 7.590492e-02   0 4.962323e-04 7.177959e-02
## 2523    5  13  14   7.3196900 7.042701e-02   0 2.742022e-01 6.055082e-01
## 2524    5  13  14   4.1414019 1.530281e-01   0 8.643988e-01 5.666262e-01
## 2525    5  13  14   2.2261492 5.581943e-02   0 3.617389e-01 7.229675e-01
## 2526    5  13  14   3.2616663 1.381909e-01   0 7.893590e-01 8.762500e-01
## 2527    5  13  14   7.3986505 5.071277e-02   0 4.418467e-01 9.537897e-01
## 2528    5  13  14  11.5329394 4.221583e-02   0 3.576244e-01 9.397901e-01
## 2529    5  13  14   3.7530150 4.480484e-01   0 5.124110e-01 4.557257e-01
## 2530    5  13  14   5.6867813 1.888231e-01   0 8.838577e-01 2.943939e-01
## 2531    5  13  14   4.5196591 2.059437e-01   0 3.454965e-01 8.927034e-01
## 2532    5  13  14   6.2411067 1.435318e-01   0 3.515552e-01 4.649135e-01
## 2533    5  13  14   7.9734256 7.271096e-01   0 7.192242e-01 2.146660e-01
## 2534    5  13  14 187.1381746 6.080165e-02   0 4.037090e-03 8.350074e-02
## 2535    5  13  14   6.5774981 2.414635e-01   0 2.594200e-02 7.185741e-01
## 2536    5  13  14   9.3321694 1.219717e-01   0 3.258654e-02 4.065446e-01
## 2537    5  13  14   3.2804885 3.962442e-01   0 5.953388e-01 3.119716e-01
## 2538    5  13  14   6.1253137 1.965241e-01   0 9.032294e-01 2.513388e-01
## 2539    5  13  14   7.4717095 5.665047e-01   0 8.484182e-01 3.833982e-01
## 2540    5  13  14   4.7409324 1.634407e-01   0 8.703015e-01 4.482460e-01
## 2541    5  13  14   6.0647639 1.947051e-01   0 7.591875e-01 4.732481e-01
## 2542    5  13  14   4.9510819 1.551185e-01   0 7.674440e-01 4.666295e-01
## 2543    5  13  14   4.1905277 1.105990e-01   0 5.495178e-01 2.114405e-01
## 2544    5  13  14   5.3029078 1.805667e-01   0 9.095370e-01 3.344888e-01
## 2545    5  13  14   3.4264214 9.447605e-01   0 2.193285e-01 2.543732e-01
## 2546    5  13  14 176.5806139 9.693182e-02   0 1.564952e-02 7.013215e-02
## 2547    5  13  14   6.1410729 4.665519e-01   0 5.610552e-01 7.556997e-01
## 2548    5  13  14   9.2444339 1.304668e-01   0 2.294135e-01 3.600211e-01
## 2549    5  13  14   6.8033253 9.422084e-01   0 5.393813e-01 2.912493e-01
## 2550    5  13  14 184.1310142 8.742522e-02   0 2.440009e-03 7.332197e-02
## 2551    5  13  14   2.4181459 5.319741e-01   0 9.067387e-02 9.844064e-01
## 2552    5  13  14   4.2892716 1.310881e-01   0 3.272255e-01 7.477376e-01
## 2553    5  13  14   6.3157693 3.872459e-01   0 8.252748e-01 2.244408e-01
## 2554    5  13  14   4.5306387 9.473239e-02   0 3.786174e-01 9.682522e-01
## 2555    5  13  14   5.6912384 8.149509e-01   0 1.580827e-01 1.180626e-01
## 2556    5  13  14 204.1532767 8.599198e-02   0 2.024807e-03 7.128232e-02
## 2557    5  13  14   6.8881410 7.652850e-01   0 8.362103e-01 4.537991e-01
## 2558    5  13  14 221.3511795 7.954009e-02   0 5.009395e-03 7.513349e-02
## 2559    5  13  14   2.9265508 2.040191e-01   0 9.488500e-01 4.181068e-01
## 2560    5  13  14   4.2299266 1.007645e-01   0 2.327853e-01 9.875474e-01
## 2561    5  13  14   5.7720306 8.913166e-01   0 4.582058e-01 6.151601e-01
## 2562    5  13  14 189.5773589 8.433222e-02   0 3.845034e-03 6.889687e-02
## 2563    5  13  14   7.4213575 5.746632e-01   0 5.253749e-01 5.344668e-01
## 2564    5  13  14   5.3529520 1.943665e-01   0 8.998738e-01 2.952981e-01
## 2565    5  13  14   6.6457566 2.243900e-01   0 3.840041e-01 2.099019e-01
## 2566    5  13  14   3.3977037 1.223828e-01   0 5.285560e-01 9.742560e-01
## 2567    5  13  14   4.5178916 1.811190e-01   0 1.603296e-01 3.587144e-01
## 2568    5  13  14   4.2502253 1.361203e-01   0 5.092923e-01 7.196121e-01
## 2569    5  13  14   2.1196368 9.811984e-01   0 6.929264e-01 7.001982e-01
## 2570    5  13  14   4.3477402 1.603039e-01   0 9.099608e-01 5.127115e-01
## 2571    5  13  14   3.8657732 5.112335e-01   0 6.477654e-01 3.794811e-01
## 2572    5  13  14   7.3936352 1.284526e-01   0 1.602408e-01 4.653819e-01
## 2573    5  13  14   4.3542484 3.140681e-01   0 6.724867e-01 8.928109e-01
## 2574    5  13  14   5.1397474 1.882843e-01   0 8.735582e-01 3.332898e-01
## 2575    5  13  14   4.0037595 2.732186e-01   0 5.916867e-01 5.319889e-01
## 2576    5  13  14   5.4320648 1.640525e-01   0 8.406269e-01 3.873687e-01
## 2577    5  13  14   7.8820757 8.273100e-01   0 3.857475e-01 2.306596e-01
## 2578    5  13  14  11.1471874 6.420968e-02   0 7.669082e-01 5.642560e-01
## 2579    5  13  14   3.9180947 4.738345e-01   0 1.433275e-01 8.950672e-01
## 2580    5  13  14   4.9868987 1.485197e-01   0 5.396284e-01 5.270659e-01
## 2581    5  13  14   6.9281426 2.706478e-02   0 5.709991e-01 2.601708e-01
## 2582    5  13  14   4.7879170 1.557909e-01   0 7.577776e-01 4.857593e-01
## 2583    5  13  14   5.0971510 9.120271e-01   0 2.483716e-01 5.947955e-01
## 2584    5  13  14 164.7706116 7.923463e-02   0 1.567430e-02 7.689375e-02
## 2585    5  13  14   2.0430084 2.088457e-01   0 5.438362e-01 5.977791e-01
## 2586    5  13  14   5.2443275 1.780866e-01   0 9.520041e-01 3.449896e-01
## 2587    5  13  14   4.2628754 1.712145e-01   0 3.804834e-02 6.162053e-01
## 2588    5  13  14   9.0687992 1.120228e-01   0 2.060744e-02 4.551595e-01
## 2589    5  13  14   4.7927838 2.296993e-02   0 7.816799e-01 6.251991e-01
## 2590    5  13  14   3.5598408 1.402600e-01   0 6.661756e-01 7.928492e-01
## 2591    5  13  14   3.9867086 5.455423e-01   0 5.954170e-02 4.671424e-01
## 2592    5  13  14   5.1316216 1.157069e-01   0 3.201170e-02 7.472776e-01
## 2593    5  13  14   2.1677160 7.611744e-01   0 5.329649e-01 3.660936e-01
## 2594    5  13  14   5.2356457 1.800622e-01   0 8.927680e-01 3.472160e-01
## 2595    5  13  14   5.6118510 7.625853e-01   0 6.542249e-01 1.478986e-01
## 2596    5  13  14   4.3007780 1.108665e-01   0 3.412320e-02 9.796283e-01
## 2597    5  13  14   4.8067749 6.284123e-01   0 4.648973e-01 6.374418e-01
## 2598    5  13  14   4.7653552 1.691232e-01   0 9.257439e-01 4.078846e-01
## 2599    5  13  14   7.8748331 5.035599e-01   0 7.809223e-01 3.001036e-01
## 2600    5  13  14  19.9529934 1.467866e-01   0 6.990907e-01 9.975619e-02
## 2601    5  13  14   4.2899760 8.529035e-01   0 9.626133e-01 7.435213e-03
## 2602    5  13  14  16.7376444 1.591367e-01   0 9.425530e-01 9.292118e-02
## 2603    5  13  14   3.1172343 3.125460e-01   0 9.976276e-02 1.766963e-01
## 2604    5  13  14   3.3095592 1.372927e-01   0 7.309926e-01 8.902336e-01
## 2605    5  13  14   5.9272674 8.449399e-01   0 4.965824e-01 6.373204e-01
## 2606    5  13  14  17.2915374 5.643104e-01   0 7.641275e-01 1.722723e-01
## 2607    5  13  14   5.9863727 3.211490e-01   0 5.743482e-01 5.445200e-01
## 2608    5  13  14   5.8603158 1.653758e-01   0 7.109017e-01 3.574494e-01
## 2609    5  13  14   5.2064259 9.813595e-01   0 9.882735e-01 2.580795e-02
## 2610    5  13  14   9.7014282 9.784993e-01   0 8.739152e-01 2.839081e-01
## 2611    5  13  14   3.7976703 4.028250e-01   0 4.448444e-01 9.513364e-02
## 2612    5  13  14   4.5729258 1.669878e-01   0 9.654600e-01 4.288897e-01
## 2613    5  13  14   3.4080196 4.637317e-02   0 8.967436e-01 7.787502e-03
## 2614    5  13  14 192.5539485 9.669281e-02   0 1.669983e-02 6.781150e-02
## 2615    5  13  14   5.8450380 8.059594e-01   0 2.068868e-01 1.490703e-01
## 2616    5  13  14 196.1071495 8.514573e-02   0 4.201337e-03 7.498772e-02
## 2617    5  13  14   2.3214201 2.206129e-01   0 9.577938e-01 1.816958e-01
## 2618    5  13  14   4.5162059 1.643338e-01   0 9.980078e-01 4.485455e-01
## 2619    5  13  14   4.5968821 5.936639e-01   0 3.391520e-01 5.683839e-01
## 2620    5  13  14   4.0191180 1.635557e-01   0 7.802553e-01 5.516440e-01
## 2621    5  13  14   4.1727264 5.725273e-01   0 5.730071e-01 9.839652e-01
## 2622    5  13  14   4.0326567 1.610956e-01   0 9.261418e-01 5.331391e-01
## 2623    5  13  14   7.2837009 1.560948e-01   0 8.453327e-03 5.121350e-01
## 2624    5  13  14   6.2273316 1.176428e-01   0 8.014424e-02 6.100818e-01
## 2625    5  13  14   3.7178057 6.303631e-02   0 7.176734e-01 2.634131e-01
## 2626    5  13  14   5.2147932 1.722813e-01   0 8.363799e-01 3.747161e-01
## 2627    5  13  14   7.4155874 9.052512e-01   0 2.499120e-01 4.467675e-01
## 2628    5  13  14 159.6055337 7.539740e-02   0 2.549923e-02 7.654418e-02
## 2629    5  13  14   5.9335544 2.055135e-01   0 2.340314e-01 4.297060e-01
## 2630    5  13  14   5.6572663 1.649780e-01   0 8.654431e-01 3.609738e-01
## 2631    5  13  14   5.1258848 6.776170e-01   0 9.834178e-01 5.580741e-01
## 2632    5  13  14  18.4042126 1.188265e-01   0 9.926315e-01 1.167627e-01
## 2633    5  13  14   3.8310249 7.579493e-01   0 5.690588e-01 4.995740e-01
## 2634    5  13  14   3.4729974 1.451513e-01   0 7.732733e-01 7.727417e-01
## 2635    5  13  14   2.7700234 7.663778e-02   0 3.719399e-01 4.250698e-01
## 2636    5  13  14   3.7582013 1.456160e-01   0 6.891920e-01 6.990894e-01
## 2637    5  13  14   7.9981716 7.948917e-01   0 8.792961e-01 8.016909e-01
## 2638    5  13  14   3.4278736 1.561461e-01   0 9.914288e-01 6.487021e-01
## 2639    5  13  14   6.1321355 3.816133e-01   0 3.196998e-01 8.015862e-01
## 2640    5  13  14   9.4957031 1.450262e-01   0 3.030457e-01 2.916358e-01
## 2641    5  13  14   6.0634864 9.154040e-01   0 1.841898e-01 7.096297e-01
## 2642    5  13  14 194.4021375 9.387401e-02   0 7.005222e-03 6.983814e-02
## 2643    5  13  14   5.4257059 4.320191e-01   0 3.406142e-01 8.200412e-03
## 2644    5  13  14   8.5224504 1.511240e-01   0 3.680716e-01 3.128423e-01
## 2645    5  13  14   3.8053155 9.191667e-01   0 8.772695e-01 1.296516e-01
## 2646    5  13  14  17.4457777 6.496851e-02   0 9.417470e-01 2.711295e-01
## 2647    5  13  14   2.0552920 5.091096e-01   0 7.876706e-01 6.793389e-01
## 2648    5  13  14   5.0325699 1.767374e-01   0 9.674216e-01 3.648956e-01
## 2649    5  13  14   7.7252812 2.101698e-01   0 4.757921e-01 2.529661e-01
## 2650    5  13  14   4.1785915 1.422699e-01   0 6.778256e-01 6.515037e-01
## 2651    5  13  14   3.5884392 3.470484e-02   0 8.636096e-02 7.798263e-01
## 2652    5  13  14   6.2089825 1.115494e-01   0 2.943269e-02 6.391252e-01
## 2653    5  13  14   7.4792039 2.185402e-01   0 6.561230e-01 8.851449e-01
## 2654    5  13  14   4.0568684 1.071429e-01   0 3.443229e-01 9.669561e-01
## 2655    5  13  14   7.2384419 9.243221e-01   0 7.804886e-01 5.804190e-01
## 2656    5  13  14   7.5800574 8.904131e-01   0 7.816803e-01 9.699007e-01
## 2657    5  13  14   7.4926385 4.438327e-01   0 1.828486e-02 9.727792e-01
## 2658    5  13  14   6.9149179 1.239947e-01   0 9.452578e-04 5.295965e-01
## 2659    5  13  14   3.1872702 4.219895e-01   0 2.946930e-01 3.246172e-01
## 2660    5  13  14   3.3819107 1.608329e-01   0 6.040705e-01 7.190552e-01
## 2661    5  13  14   7.4963099 9.763226e-01   0 8.153174e-01 9.930658e-01
## 2662    5  13  14   8.2944366 1.933370e-01   0 6.454000e-01 9.971480e-01
## 2663    5  13  14   6.9606979 3.549016e-01   0 3.426721e-01 5.255551e-01
## 2664    5  13  14   7.6927722 1.709220e-01   0 5.702019e-01 2.653260e-01
## 2665    5  13  14   6.4830294 8.613123e-01   0 9.703782e-01 6.763398e-01
## 2666    5  13  14  23.2851841 6.405884e-02   0 8.664902e-01 1.757006e-01
## 2667    5  13  14   2.0295854 9.779096e-01   0 9.961642e-01 5.285045e-01
## 2668    5  13  14   4.3436411 1.721293e-01   0 9.819252e-01 4.475417e-01
## 2669    5  13  14   3.8105803 4.402682e-01   0 6.327909e-01 2.381506e-01
## 2670    5  13  14   6.2881212 1.840178e-01   0 7.722962e-01 2.828444e-01
## 2671    5  13  14   5.9316581 7.692022e-01   0 1.640911e-01 4.560096e-01
## 2672    5  13  14 197.0356420 9.769307e-02   0 4.117884e-03 6.554201e-02
## 2673    5  13  14   6.1892778 7.172595e-01   0 4.762781e-01 5.567584e-01
## 2674    5  13  14 178.9348080 9.451794e-02   0 5.650946e-03 7.165431e-02
## 2675    5  13  14   5.6515405 1.861028e-01   0 1.939076e-01 4.628037e-01
## 2676    5  13  14   4.5449726 1.520188e-01   0 7.216563e-01 5.231820e-01
## 2677    5  13  14   3.7238483 5.284371e-01   0 2.627667e-01 9.204745e-01
## 2678    5  13  14   6.6316164 1.385672e-01   0 3.163668e-01 4.441971e-01
## 2679    5  13  14   2.6544735 6.395347e-01   0 8.475387e-01 5.339597e-01
## 2680    5  13  14   4.4394613 1.612743e-01   0 9.043989e-01 4.616085e-01
## 2681    5  13  14   7.1495065 8.101501e-01   0 8.520270e-01 7.567158e-01
## 2682    5  13  14   3.7215636 1.784464e-01   0 9.757978e-01 4.968154e-01
## 2683    5  13  14   3.6720796 4.955991e-01   0 7.659864e-02 6.537345e-02
## 2684    5  13  14   8.4548960 1.429778e-01   0 3.181974e-01 3.366839e-01
## 2685    5  13  14   3.9680583 5.118399e-01   0 1.942192e-01 9.135668e-01
## 2686    5  13  14   7.7245121 1.153486e-01   0 8.567442e-02 5.111502e-01
## 2687    5  13  14   2.1632669 5.034942e-01   0 2.536553e-02 2.867068e-01
## 2688    5  13  14  12.1549703 1.190174e-01   0 1.384843e-02 3.273744e-01
## 2689    5  13  14   5.8259357 4.488789e-01   0 9.459652e-01 7.384908e-01
## 2690    5  13  14   4.2986144 1.656042e-01   0 9.630649e-01 4.802442e-01
## 2691    5  13  14   4.7706294 8.663893e-01   0 5.800204e-01 3.956935e-01
## 2692    5  13  14 154.4857320 7.271027e-02   0 1.668199e-02 8.205136e-02
## 2693    5  13  14   2.3757192 9.217427e-01   0 6.074487e-01 7.773334e-01
## 2694    5  13  14   3.8839575 1.989518e-01   0 9.445008e-01 4.192494e-01
## 2695    5  13  14   4.7992637 4.266691e-01   0 4.503440e-01 7.919068e-01
## 2696    5  13  14   4.1197045 1.552839e-01   0 8.601205e-01 5.789889e-01
## 2697    5  13  14   7.7264581 8.985785e-01   0 1.148931e-01 7.475153e-01
## 2698    5  13  14   4.4032835 1.397584e-01   0 5.135520e-01 6.259622e-01
## 2699    5  13  14   7.5916785 1.380942e-01   0 7.252847e-01 3.085228e-02
## 2700    5  13  14  16.3765826 5.800664e-02   0 4.131581e-01 4.336350e-01
## 2701    5  13  14   2.9393106 9.977301e-01   0 9.628007e-03 9.133744e-01
## 2702    5  13  14   0.7553645 9.791846e-01   0 6.577464e-04 9.755907e-01
##        p_H_cond_S phi_E phi_U phi_S   h_V        gamma   N_0          E_0
## 1     0.180136720  1.09  1.09   0.2 0.125   0.92307504 8e+06 7.627312e+03
## 2     0.127628741  1.09  1.09   0.2 0.125   5.74870674 8e+06 1.077851e+04
## 3     0.267057887  1.09  1.09   0.2 0.125   0.99372449 8e+06 1.280629e+04
## 4     0.148070954  1.09  1.09   0.2 0.125   4.07074157 8e+06 1.032982e+04
## 5     0.250613797  1.09  1.09   0.2 0.125   0.97362226 8e+06 1.160875e+04
## 6     0.021048890  1.09  1.09   0.2 0.125   3.86854724 8e+06 1.443859e+04
## 7     0.246804192  1.09  1.09   0.2 0.125   0.20679777 8e+06 1.390926e+04
## 8     0.129454744  1.09  1.09   0.2 0.125   5.33674164 8e+06 2.592266e+04
## 9     0.349799142  1.09  1.09   0.2 0.125   0.34851806 8e+06 1.002521e+04
## 10    0.122968803  1.09  1.09   0.2 0.125  19.98377887 8e+06 1.600258e+04
## 11    0.250719509  1.09  1.09   0.2 0.125   0.35792300 8e+06 9.779505e+03
## 12    0.132414504  1.09  1.09   0.2 0.125   5.58987399 8e+06 1.469436e+04
## 13    0.256550472  1.09  1.09   0.2 0.125   0.56217992 8e+06 4.589185e+03
## 14    0.041161610  1.09  1.09   0.2 0.125   3.96937561 8e+06 4.039948e+03
## 15    0.131400933  1.09  1.09   0.2 0.125   0.68842123 8e+06 7.828145e+03
## 16    0.139340375  1.09  1.09   0.2 0.125   3.98875249 8e+06 1.336001e+04
## 17    0.126306358  1.09  1.09   0.2 0.125   0.96955555 8e+06 1.612331e+04
## 18    0.120560685  1.09  1.09   0.2 0.125   9.25429841 8e+06 2.032807e+04
## 19    0.129118137  1.09  1.09   0.2 0.125   0.30417680 8e+06 1.658054e+04
## 20    0.072704172  1.09  1.09   0.2 0.125   0.84369475 8e+06 1.780886e+04
## 21    0.252601410  1.09  1.09   0.2 0.125   0.82777637 8e+06 1.688934e+03
## 22    0.508784012  1.09  1.09   0.2 0.125   1.78881609 8e+06 2.430822e+03
## 23    0.052063680  1.09  1.09   0.2 0.125   0.77617140 8e+06 1.541302e+04
## 24    0.267199472  1.09  1.09   0.2 0.125   3.41443856 8e+06 9.813636e+03
## 25    0.157964049  1.09  1.09   0.2 0.125   0.73366570 8e+06 1.311900e+04
## 26    0.153950876  1.09  1.09   0.2 0.125   9.40781462 8e+06 2.188300e+04
## 27    0.305831549  1.09  1.09   0.2 0.125   0.87919394 8e+06 1.501271e+04
## 28    0.197281491  1.09  1.09   0.2 0.125   6.95881632 8e+06 1.616319e+04
## 29    0.201635062  1.09  1.09   0.2 0.125   0.76932881 8e+06 4.979547e+03
## 30    0.055747197  1.09  1.09   0.2 0.125   5.20084891 8e+06 6.866213e+03
## 31    0.265341848  1.09  1.09   0.2 0.125   0.82992260 8e+06 1.491379e+03
## 32    0.045306128  1.09  1.09   0.2 0.125   6.29822235 8e+06 1.668944e+03
## 33    0.385379476  1.09  1.09   0.2 0.125   0.44839056 8e+06 4.843008e+03
## 34    0.043254581  1.09  1.09   0.2 0.125   3.06187542 8e+06 5.555352e+03
## 35    0.151873041  1.09  1.09   0.2 0.125   0.41974080 8e+06 8.728521e+03
## 36    0.140775770  1.09  1.09   0.2 0.125   8.89411652 8e+06 1.310351e+04
## 37    0.254564423  1.09  1.09   0.2 0.125   0.56135119 8e+06 1.088124e+04
## 38    0.133721623  1.09  1.09   0.2 0.125   9.03635310 8e+06 2.070997e+04
## 39    0.302836381  1.09  1.09   0.2 0.125   0.20876370 8e+06 8.592987e+03
## 40    0.138631307  1.09  1.09   0.2 0.125   4.04272720 8e+06 1.395245e+04
## 41    0.080174564  1.09  1.09   0.2 0.125   0.77612381 8e+06 3.085412e+03
## 42    0.111379723  1.09  1.09   0.2 0.125   2.94731740 8e+06 6.231532e+03
## 43    0.217773518  1.09  1.09   0.2 0.125   0.28637289 8e+06 5.067425e+03
## 44    0.051154335  1.09  1.09   0.2 0.125   6.33764827 8e+06 7.712386e+03
## 45    0.289530058  1.09  1.09   0.2 0.125   0.59435257 8e+06 1.695138e+02
## 46    0.992515972  1.09  1.09   0.2 0.125   0.56267025 8e+06 2.084208e+02
## 47    0.107085643  1.09  1.09   0.2 0.125   0.21865402 8e+06 1.484190e+03
## 48    0.104832461  1.09  1.09   0.2 0.125   8.21026515 8e+06 1.756334e+03
## 49    0.188810821  1.09  1.09   0.2 0.125   0.43668470 8e+06 1.775699e+04
## 50    0.167827244  1.09  1.09   0.2 0.125   4.54314981 8e+06 2.524080e+04
## 51    0.054003449  1.09  1.09   0.2 0.125   0.68126790 8e+06 1.006641e+04
## 52    0.093798475  1.09  1.09   0.2 0.125   8.81065009 8e+06 1.416928e+04
## 53    0.051340423  1.09  1.09   0.2 0.125   0.49158718 8e+06 1.214921e+04
## 54    0.119242906  1.09  1.09   0.2 0.125   4.11749737 8e+06 1.471278e+04
## 55    0.065456598  1.09  1.09   0.2 0.125   0.48553504 8e+06 8.687878e+03
## 56    0.552975266  1.09  1.09   0.2 0.125   1.24336286 8e+06 1.081103e+04
## 57    0.365273539  1.09  1.09   0.2 0.125   0.84185230 8e+06 1.584609e+04
## 58    0.170317950  1.09  1.09   0.2 0.125   6.45418550 8e+06 2.667652e+04
## 59    0.370581183  1.09  1.09   0.2 0.125   0.42487239 8e+06 7.481944e+03
## 60    0.521147684  1.09  1.09   0.2 0.125   3.95691691 8e+06 1.173218e+04
## 61    0.084764193  1.09  1.09   0.2 0.125   0.42900855 8e+06 1.810706e+03
## 62    0.118630205  1.09  1.09   0.2 0.125   3.87936044 8e+06 3.247965e+03
## 63    0.217118882  1.09  1.09   0.2 0.125   0.74611554 8e+06 9.598104e+03
## 64    0.151917744  1.09  1.09   0.2 0.125  12.60774914 8e+06 1.723987e+04
## 65    0.232489707  1.09  1.09   0.2 0.125   0.20946720 8e+06 2.540575e+03
## 66    0.114939606  1.09  1.09   0.2 0.125  15.57336581 8e+06 4.262260e+03
## 67    0.396310282  1.09  1.09   0.2 0.125   0.30767864 8e+06 1.382756e+04
## 68    0.186017337  1.09  1.09   0.2 0.125  10.68223076 8e+06 2.207633e+04
## 69    0.380397566  1.09  1.09   0.2 0.125   0.84171818 8e+06 1.957349e+03
## 70    0.176606699  1.09  1.09   0.2 0.125   3.29485315 8e+06 2.041155e+03
## 71    0.147975950  1.09  1.09   0.2 0.125   0.57011263 8e+06 1.467926e+04
## 72    0.139872087  1.09  1.09   0.2 0.125   2.79432578 8e+06 1.980508e+04
## 73    0.101661550  1.09  1.09   0.2 0.125   0.77962983 8e+06 1.467010e+04
## 74    0.152724652  1.09  1.09   0.2 0.125   4.31347854 8e+06 2.940557e+04
## 75    0.057066252  1.09  1.09   0.2 0.125   0.47691666 8e+06 1.146541e+04
## 76    0.132829310  1.09  1.09   0.2 0.125  24.90091144 8e+06 2.034575e+04
## 77    0.219874466  1.09  1.09   0.2 0.125   0.22393938 8e+06 1.692316e+04
## 78    0.168648575  1.09  1.09   0.2 0.125   3.08662737 8e+06 2.067062e+04
## 79    0.309854034  1.09  1.09   0.2 0.125   0.81654387 8e+06 1.093675e+04
## 80    0.136877788  1.09  1.09   0.2 0.125   7.75630331 8e+06 1.658552e+04
## 81    0.237911075  1.09  1.09   0.2 0.125   0.90218690 8e+06 2.977048e+03
## 82    0.153763790  1.09  1.09   0.2 0.125   2.22307288 8e+06 7.672595e+03
## 83    0.180257541  1.09  1.09   0.2 0.125   0.90649864 8e+06 2.254423e+02
## 84    0.564173159  1.09  1.09   0.2 0.125   1.76846159 8e+06 2.759912e+02
## 85    0.227271617  1.09  1.09   0.2 0.125   0.50944732 8e+06 5.275646e+03
## 86    0.200396329  1.09  1.09   0.2 0.125   7.12356404 8e+06 7.978899e+03
## 87    0.089524027  1.09  1.09   0.2 0.125   0.62682171 8e+06 1.601362e+04
## 88    0.561395070  1.09  1.09   0.2 0.125   1.28127568 8e+06 2.879190e+04
## 89    0.119609858  1.09  1.09   0.2 0.125   0.38316097 8e+06 1.046886e+04
## 90    0.153038307  1.09  1.09   0.2 0.125  16.68854731 8e+06 1.557859e+04
## 91    0.294941894  1.09  1.09   0.2 0.125   0.21397224 8e+06 1.636302e+04
## 92    0.131122231  1.09  1.09   0.2 0.125   3.18484799 8e+06 2.208998e+04
## 93    0.198824590  1.09  1.09   0.2 0.125   0.49430697 8e+06 1.199881e+04
## 94    0.106717822  1.09  1.09   0.2 0.125   9.11893486 8e+06 1.780152e+04
## 95    0.304954095  1.09  1.09   0.2 0.125   0.26005464 8e+06 7.018153e+03
## 96    0.111730654  1.09  1.09   0.2 0.125   5.64485722 8e+06 8.386040e+03
## 97    0.246188427  1.09  1.09   0.2 0.125   0.57778817 8e+06 1.116838e+03
## 98    0.600972069  1.09  1.09   0.2 0.125   3.39554825 8e+06 1.025519e+03
## 99    0.282707451  1.09  1.09   0.2 0.125   0.24432974 8e+06 7.640835e+03
## 100   0.123996430  1.09  1.09   0.2 0.125   8.57863445 8e+06 1.148220e+04
## 101   0.321435845  1.09  1.09   0.2 0.125   0.62349200 8e+06 1.152671e+03
## 102   0.509741607  1.09  1.09   0.2 0.125   1.09024815 8e+06 1.118380e+03
## 103   0.358211927  1.09  1.09   0.2 0.125   0.94139215 8e+06 2.175312e+03
## 104   0.231551617  1.09  1.09   0.2 0.125   5.42007252 8e+06 4.977428e+03
## 105   0.158012274  1.09  1.09   0.2 0.125   0.36469834 8e+06 7.270039e+03
## 106   0.102471078  1.09  1.09   0.2 0.125  11.03551548 8e+06 9.648828e+03
## 107   0.096919257  1.09  1.09   0.2 0.125   0.53015663 8e+06 2.278461e+01
## 108   0.465979509  1.09  1.09   0.2 0.125   1.46981554 8e+06 2.908018e+01
## 109   0.293539554  1.09  1.09   0.2 0.125   0.70841960 8e+06 6.235928e+03
## 110   0.108510572  1.09  1.09   0.2 0.125   5.91969986 8e+06 1.033167e+04
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## 477   0.195558813  1.09  1.09   0.2 0.125   0.35372597 8e+06 9.447386e+03
## 478   0.120018416  1.09  1.09   0.2 0.125  30.06438137 8e+06 1.585749e+04
## 479   0.326368709  1.09  1.09   0.2 0.125   0.77630813 8e+06 2.604921e+03
## 480   0.135247355  1.09  1.09   0.2 0.125   3.98220874 8e+06 4.750571e+03
## 481   0.318379176  1.09  1.09   0.2 0.125   0.71849289 8e+06 1.803562e+04
## 482   0.188694550  1.09  1.09   0.2 0.125   6.76812220 8e+06 3.369690e+04
## 483   0.224769053  1.09  1.09   0.2 0.125   0.31934230 8e+06 1.314810e+04
## 484   0.135829214  1.09  1.09   0.2 0.125   2.54665719 8e+06 2.332930e+04
## 485   0.354750316  1.09  1.09   0.2 0.125   0.71181808 8e+06 6.157679e+03
## 486   0.151625547  1.09  1.09   0.2 0.125   4.54133871 8e+06 1.027307e+04
## 487   0.208845684  1.09  1.09   0.2 0.125   0.72975706 8e+06 1.499628e+04
## 488   0.716295039  1.09  1.09   0.2 0.125   0.95710663 8e+06 2.780303e+04
## 489   0.144235352  1.09  1.09   0.2 0.125   0.43521083 8e+06 3.394786e+02
## 490   0.115684648  1.09  1.09   0.2 0.125   6.87932714 8e+06 4.599495e+02
## 491   0.277230377  1.09  1.09   0.2 0.125   0.40193110 8e+06 8.467210e+03
## 492   0.143172895  1.09  1.09   0.2 0.125   8.04885718 8e+06 1.595159e+04
## 493   0.146796953  1.09  1.09   0.2 0.125   0.84093498 8e+06 9.935350e+03
## 494   0.131078233  1.09  1.09   0.2 0.125  10.71437128 8e+06 1.404705e+04
## 495   0.279923870  1.09  1.09   0.2 0.125   0.92600772 8e+06 1.640051e+04
## 496   0.231372526  1.09  1.09   0.2 0.125   4.54183046 8e+06 1.417903e+04
## 497   0.361475561  1.09  1.09   0.2 0.125   0.57506352 8e+06 6.581232e+03
## 498   0.130147553  1.09  1.09   0.2 0.125   6.79335733 8e+06 1.365633e+04
## 499   0.181304671  1.09  1.09   0.2 0.125   0.46235796 8e+06 1.844124e+04
## 500   0.695694910  1.09  1.09   0.2 0.125   2.21943141 8e+06 4.182371e+04
## 501   0.142289380  1.09  1.09   0.2 0.125   0.53339113 8e+06 1.275174e+04
## 502   0.140519609  1.09  1.09   0.2 0.125   7.55661107 8e+06 2.028824e+04
## 503   0.353240070  1.09  1.09   0.2 0.125   0.51353257 8e+06 1.908438e+04
## 504   0.201811823  1.09  1.09   0.2 0.125  23.50003366 8e+06 2.657535e+04
## 505   0.132081490  1.09  1.09   0.2 0.125   0.92344587 8e+06 6.240549e+03
## 506   0.555848623  1.09  1.09   0.2 0.125   1.35271810 8e+06 9.482472e+03
## 507   0.070131036  1.09  1.09   0.2 0.125   0.38959700 8e+06 4.627208e+03
## 508   0.050861622  1.09  1.09   0.2 0.125  26.96111447 8e+06 5.326146e+03
## 509   0.364070066  1.09  1.09   0.2 0.125   0.55092219 8e+06 1.836989e+04
## 510   0.637187913  1.09  1.09   0.2 0.125   1.71925701 8e+06 3.338782e+04
## 511   0.298133623  1.09  1.09   0.2 0.125   0.48995144 8e+06 2.550484e+03
## 512   0.147698857  1.09  1.09   0.2 0.125  12.71345929 8e+06 4.949520e+03
## 513   0.264578699  1.09  1.09   0.2 0.125   0.80594875 8e+06 4.423444e+02
## 514   0.646979391  1.09  1.09   0.2 0.125   1.36799791 8e+06 7.417930e+02
## 515   0.203804072  1.09  1.09   0.2 0.125   0.59428329 8e+06 1.832757e+03
## 516   0.096956508  1.09  1.09   0.2 0.125  10.11990873 8e+06 2.357979e+03
## 517   0.336004578  1.09  1.09   0.2 0.125   0.78844170 8e+06 5.570710e+03
## 518   0.110274917  1.09  1.09   0.2 0.125   6.32854557 8e+06 7.254785e+03
## 519   0.279002092  1.09  1.09   0.2 0.125   0.78299011 8e+06 1.996015e+04
## 520   0.641233935  1.09  1.09   0.2 0.125   4.03286451 8e+06 4.191498e+04
## 521   0.066015821  1.09  1.09   0.2 0.125   0.75217839 8e+06 1.149734e+04
## 522   0.560724017  1.09  1.09   0.2 0.125   1.80940463 8e+06 1.927735e+04
## 523   0.317874051  1.09  1.09   0.2 0.125   0.78747239 8e+06 9.388881e+03
## 524   0.034287081  1.09  1.09   0.2 0.125   4.37289534 8e+06 9.610673e+03
## 525   0.283622652  1.09  1.09   0.2 0.125   0.31536102 8e+06 1.694587e+04
## 526   0.130252374  1.09  1.09   0.2 0.125   2.60551071 8e+06 3.077054e+04
## 527   0.156264393  1.09  1.09   0.2 0.125   0.79378354 8e+06 6.307035e+02
## 528   0.079856038  1.09  1.09   0.2 0.125   4.14310001 8e+06 5.832766e+02
## 529   0.348240672  1.09  1.09   0.2 0.125   0.61757972 8e+06 1.245913e+04
## 530   0.139789438  1.09  1.09   0.2 0.125  23.63334349 8e+06 1.719462e+04
## 531   0.204619453  1.09  1.09   0.2 0.125   0.54731594 8e+06 1.571102e+04
## 532   0.608626622  1.09  1.09   0.2 0.125   4.36070925 8e+06 3.231778e+04
## 533   0.289023080  1.09  1.09   0.2 0.125   0.78734228 8e+06 1.375619e+04
## 534   0.163906397  1.09  1.09   0.2 0.125   2.86617836 8e+06 1.979878e+04
## 535   0.100349151  1.09  1.09   0.2 0.125   0.79943843 8e+06 1.834006e+04
## 536   0.596177903  1.09  1.09   0.2 0.125   2.64023076 8e+06 3.478700e+04
## 537   0.259509028  1.09  1.09   0.2 0.125   0.38785941 8e+06 5.061784e+03
## 538   0.034300467  1.09  1.09   0.2 0.125  28.84582479 8e+06 6.157909e+03
## 539   0.068239957  1.09  1.09   0.2 0.125   0.77694371 8e+06 8.683285e+03
## 540   0.556702207  1.09  1.09   0.2 0.125   4.74072276 8e+06 1.406668e+04
## 541   0.395001242  1.09  1.09   0.2 0.125   0.59392726 8e+06 1.645611e+04
## 542   0.151369978  1.09  1.09   0.2 0.125   5.49937038 8e+06 2.214093e+04
## 543   0.109187638  1.09  1.09   0.2 0.125   0.97563342 8e+06 2.968385e+03
## 544   0.216161962  1.09  1.09   0.2 0.125   5.46197299 8e+06 7.797698e+03
## 545   0.329994267  1.09  1.09   0.2 0.125   0.97926585 8e+06 7.551095e+03
## 546   0.137062129  1.09  1.09   0.2 0.125   2.94628715 8e+06 1.205444e+04
## 547   0.198471515  1.09  1.09   0.2 0.125   0.34787242 8e+06 2.486379e+03
## 548   0.108632832  1.09  1.09   0.2 0.125  13.10180142 8e+06 3.785781e+03
## 549   0.287208485  1.09  1.09   0.2 0.125   0.63249517 8e+06 1.925538e+03
## 550   0.147165424  1.09  1.09   0.2 0.125   9.46900671 8e+06 4.868230e+03
## 551   0.184990857  1.09  1.09   0.2 0.125   0.71453917 8e+06 1.845180e+04
## 552   0.640541748  1.09  1.09   0.2 0.125  12.58913016 8e+06 2.967001e+04
## 553   0.203083151  1.09  1.09   0.2 0.125   0.85171091 8e+06 1.133289e+04
## 554   0.146807579  1.09  1.09   0.2 0.125   8.42002878 8e+06 2.498501e+04
## 555   0.212343050  1.09  1.09   0.2 0.125   0.29236502 8e+06 4.613199e+03
## 556   0.144575487  1.09  1.09   0.2 0.125   3.15149551 8e+06 9.107069e+03
## 557   0.365200599  1.09  1.09   0.2 0.125   0.21738577 8e+06 8.638589e+02
## 558   0.110386448  1.09  1.09   0.2 0.125   5.30746818 8e+06 1.192884e+03
## 559   0.124157268  1.09  1.09   0.2 0.125   0.24589273 8e+06 1.345461e+04
## 560   0.106452761  1.09  1.09   0.2 0.125   4.56515797 8e+06 2.076258e+04
## 561   0.132746170  1.09  1.09   0.2 0.125   0.94415656 8e+06 9.542353e+03
## 562   0.109736489  1.09  1.09   0.2 0.125   3.06883587 8e+06 1.425125e+04
## 563   0.365303849  1.09  1.09   0.2 0.125   0.28040950 8e+06 1.526678e+04
## 564   0.564100559  1.09  1.09   0.2 0.125   1.32556879 8e+06 2.936141e+04
## 565   0.186081321  1.09  1.09   0.2 0.125   0.52925181 8e+06 8.916086e+03
## 566   0.572215058  1.09  1.09   0.2 0.125   1.10922478 8e+06 1.754373e+04
## 567   0.293601546  1.09  1.09   0.2 0.125   0.96750252 8e+06 1.707900e+04
## 568   0.616700470  1.09  1.09   0.2 0.125   1.59376077 8e+06 3.265629e+04
## 569   0.188987526  1.09  1.09   0.2 0.125   0.81457174 8e+06 8.721869e+03
## 570   0.222193389  1.09  1.09   0.2 0.125   8.40350707 8e+06 9.121961e+03
## 571   0.091356236  1.09  1.09   0.2 0.125   0.53518035 8e+06 1.947320e+04
## 572   0.571624556  1.09  1.09   0.2 0.125   1.98844031 8e+06 3.357945e+04
## 573   0.199549099  1.09  1.09   0.2 0.125   0.73953788 8e+06 2.494642e+03
## 574   0.155023288  1.09  1.09   0.2 0.125   7.37864919 8e+06 5.167570e+03
## 575   0.300792022  1.09  1.09   0.2 0.125   0.47006804 8e+06 1.101520e+03
## 576   0.041855253  1.09  1.09   0.2 0.125   7.56885033 8e+06 1.108404e+03
## 577   0.281744316  1.09  1.09   0.2 0.125   0.25544645 8e+06 6.206794e+03
## 578   0.140001370  1.09  1.09   0.2 0.125   5.45420171 8e+06 1.106354e+04
## 579   0.165086510  1.09  1.09   0.2 0.125   0.76864265 8e+06 4.574258e+03
## 580   0.119597793  1.09  1.09   0.2 0.125   4.79150029 8e+06 6.042732e+03
## 581   0.137071380  1.09  1.09   0.2 0.125   0.73074256 8e+06 1.482141e+04
## 582   0.152419369  1.09  1.09   0.2 0.125  10.77233743 8e+06 2.803840e+04
## 583   0.362506075  1.09  1.09   0.2 0.125   0.74829660 8e+06 1.170929e+04
## 584   0.150796599  1.09  1.09   0.2 0.125   4.76527791 8e+06 1.737467e+04
## 585   0.390480601  1.09  1.09   0.2 0.125   0.33976554 8e+06 1.372898e+04
## 586   0.183891680  1.09  1.09   0.2 0.125   8.08069983 8e+06 2.173517e+04
## 587   0.351095398  1.09  1.09   0.2 0.125   0.27299386 8e+06 2.915976e+03
## 588   0.045983087  1.09  1.09   0.2 0.125   2.33103100 8e+06 3.628685e+03
## 589   0.341103095  1.09  1.09   0.2 0.125   0.91331123 8e+06 9.147280e+03
## 590   0.114599131  1.09  1.09   0.2 0.125   2.70394672 8e+06 1.256064e+04
## 591   0.076658710  1.09  1.09   0.2 0.125   0.92070364 8e+06 1.986639e+04
## 592   0.606034375  1.09  1.09   0.2 0.125  18.71228842 8e+06 2.690075e+04
## 593   0.331529671  1.09  1.09   0.2 0.125   0.83917925 8e+06 6.342516e+03
## 594   0.182584792  1.09  1.09   0.2 0.125  24.67075881 8e+06 1.079054e+04
## 595   0.116919221  1.09  1.09   0.2 0.125   0.86916125 8e+06 1.898447e+04
## 596   0.110910357  1.09  1.09   0.2 0.125   2.68483564 8e+06 2.582235e+04
## 597   0.246080077  1.09  1.09   0.2 0.125   0.43493309 8e+06 6.830315e+03
## 598   0.052186387  1.09  1.09   0.2 0.125  20.47982192 8e+06 8.140718e+03
## 599   0.244086116  1.09  1.09   0.2 0.125   0.48886902 8e+06 8.949907e+03
## 600   0.050948917  1.09  1.09   0.2 0.125  32.08929919 8e+06 1.401562e+04
## 601   0.113312533  1.09  1.09   0.2 0.125   0.68872200 8e+06 6.429052e+02
## 602   0.086577639  1.09  1.09   0.2 0.125  11.81097736 8e+06 6.991026e+02
## 603   0.080453835  1.09  1.09   0.2 0.125   0.32934837 8e+06 1.927757e+04
## 604   0.756698972  1.09  1.09   0.2 0.125   6.48761969 8e+06 2.276149e+04
## 605   0.111044599  1.09  1.09   0.2 0.125   0.28284484 8e+06 1.797670e+03
## 606   0.486530870  1.09  1.09   0.2 0.125   1.17226652 8e+06 2.049665e+03
## 607   0.073591386  1.09  1.09   0.2 0.125   0.46571016 8e+06 1.333244e+04
## 608   0.159222692  1.09  1.09   0.2 0.125   5.96342268 8e+06 1.778332e+04
## 609   0.227765567  1.09  1.09   0.2 0.125   0.94426684 8e+06 1.910400e+03
## 610   0.458131274  1.09  1.09   0.2 0.125   4.57152517 8e+06 2.251209e+03
## 611   0.378943832  1.09  1.09   0.2 0.125   0.64090352 8e+06 1.871912e+04
## 612   0.151464930  1.09  1.09   0.2 0.125   4.47108286 8e+06 3.309603e+04
## 613   0.222596862  1.09  1.09   0.2 0.125   0.27185931 8e+06 6.237300e+03
## 614   0.572501389  1.09  1.09   0.2 0.125   1.74989534 8e+06 7.742899e+03
## 615   0.170983723  1.09  1.09   0.2 0.125   0.23000992 8e+06 1.183738e+04
## 616   0.188853831  1.09  1.09   0.2 0.125   9.46361138 8e+06 1.133034e+04
## 617   0.079763580  1.09  1.09   0.2 0.125   0.60412639 8e+06 1.204124e+04
## 618   0.132843930  1.09  1.09   0.2 0.125   4.05275579 8e+06 2.324374e+04
## 619   0.089141768  1.09  1.09   0.2 0.125   0.78968740 8e+06 1.551284e+04
## 620   0.842408612  1.09  1.09   0.2 0.125   6.61239042 8e+06 1.331459e+04
## 621   0.332901216  1.09  1.09   0.2 0.125   0.81821649 8e+06 1.157797e+04
## 622   0.129850731  1.09  1.09   0.2 0.125   6.25531577 8e+06 2.475034e+04
## 623   0.224161486  1.09  1.09   0.2 0.125   0.52182845 8e+06 1.736853e+04
## 624   0.676467288  1.09  1.09   0.2 0.125   3.64397731 8e+06 3.365965e+04
## 625   0.319107556  1.09  1.09   0.2 0.125   0.48294315 8e+06 3.142887e+03
## 626   0.573138182  1.09  1.09   0.2 0.125   2.65598382 8e+06 4.962819e+03
## 627   0.319725683  1.09  1.09   0.2 0.125   0.57908960 8e+06 1.400893e+04
## 628   0.126023980  1.09  1.09   0.2 0.125   8.91918377 8e+06 2.652423e+04
## 629   0.122585002  1.09  1.09   0.2 0.125   0.22925135 8e+06 1.425058e+04
## 630   0.164859232  1.09  1.09   0.2 0.125   4.51414652 8e+06 2.241848e+04
## 631   0.212268747  1.09  1.09   0.2 0.125   0.96578995 8e+06 1.148040e+03
## 632   0.040594827  1.09  1.09   0.2 0.125   1.60265734 8e+06 1.036242e+03
## 633   0.128749657  1.09  1.09   0.2 0.125   0.53468377 8e+06 9.506484e+03
## 634   0.150395743  1.09  1.09   0.2 0.125   9.19219543 8e+06 1.290076e+04
## 635   0.082513317  1.09  1.09   0.2 0.125   0.47728294 8e+06 1.154981e+04
## 636   0.134060772  1.09  1.09   0.2 0.125   5.91890261 8e+06 2.336058e+04
## 637   0.375178408  1.09  1.09   0.2 0.125   0.51993992 8e+06 1.390557e+04
## 638   0.123507382  1.09  1.09   0.2 0.125   3.62778357 8e+06 2.392909e+04
## 639   0.187702876  1.09  1.09   0.2 0.125   0.31757808 8e+06 1.345847e+04
## 640   0.182587283  1.09  1.09   0.2 0.125   4.78439039 8e+06 1.933912e+04
## 641   0.196563517  1.09  1.09   0.2 0.125   0.83675751 8e+06 1.664108e+04
## 642   0.573139240  1.09  1.09   0.2 0.125  10.29856192 8e+06 2.475545e+04
## 643   0.228744292  1.09  1.09   0.2 0.125   0.44928502 8e+06 5.359207e+03
## 644   0.142780124  1.09  1.09   0.2 0.125   8.59029062 8e+06 9.622913e+03
## 645   0.261041676  1.09  1.09   0.2 0.125   0.31783967 8e+06 4.402596e+03
## 646   0.122383516  1.09  1.09   0.2 0.125   5.63201164 8e+06 6.443501e+03
## 647   0.306798263  1.09  1.09   0.2 0.125   0.70591149 8e+06 8.813402e+03
## 648   0.510944799  1.09  1.09   0.2 0.125   4.90735202 8e+06 8.346757e+03
## 649   0.183946385  1.09  1.09   0.2 0.125   0.99961628 8e+06 3.042121e+03
## 650   0.112867651  1.09  1.09   0.2 0.125   3.69727353 8e+06 6.046097e+03
## 651   0.108160153  1.09  1.09   0.2 0.125   0.55914706 8e+06 1.428716e+04
## 652   0.647453269  1.09  1.09   0.2 0.125   1.66877700 8e+06 3.503807e+04
## 653   0.268179713  1.09  1.09   0.2 0.125   0.78429553 8e+06 1.578558e+04
## 654   0.153039654  1.09  1.09   0.2 0.125   9.03191631 8e+06 1.943023e+04
## 655   0.286961206  1.09  1.09   0.2 0.125   0.73450173 8e+06 3.080321e+03
## 656   0.106403348  1.09  1.09   0.2 0.125   4.36730515 8e+06 4.588403e+03
## 657   0.205650071  1.09  1.09   0.2 0.125   0.77137721 8e+06 1.520518e+04
## 658   0.575838166  1.09  1.09   0.2 0.125   1.68109443 8e+06 2.556401e+04
## 659   0.296132920  1.09  1.09   0.2 0.125   0.84748283 8e+06 8.574141e+01
## 660   0.096543646  1.09  1.09   0.2 0.125   4.14320040 8e+06 1.037912e+02
## 661   0.224816679  1.09  1.09   0.2 0.125   0.87151177 8e+06 4.888355e+03
## 662   0.036652897  1.09  1.09   0.2 0.125   3.98970348 8e+06 6.661336e+03
## 663   0.065448871  1.09  1.09   0.2 0.125   0.40723901 8e+06 9.882673e+03
## 664   0.117822428  1.09  1.09   0.2 0.125  20.65123910 8e+06 1.492007e+04
## 665   0.090039208  1.09  1.09   0.2 0.125   0.45060723 8e+06 1.651959e+04
## 666   0.049311454  1.09  1.09   0.2 0.125   1.54904448 8e+06 1.739413e+04
## 667   0.391384445  1.09  1.09   0.2 0.125   0.46923934 8e+06 1.504264e+04
## 668   0.211029832  1.09  1.09   0.2 0.125   8.18085899 8e+06 1.616096e+04
## 669   0.150302766  1.09  1.09   0.2 0.125   0.89565251 8e+06 1.745703e+02
## 670   0.093098582  1.09  1.09   0.2 0.125   5.83132128 8e+06 1.620294e+02
## 671   0.200469631  1.09  1.09   0.2 0.125   0.64148581 8e+06 1.904467e+04
## 672   0.119017833  1.09  1.09   0.2 0.125   2.78222013 8e+06 2.936003e+04
## 673   0.362363709  1.09  1.09   0.2 0.125   0.79540723 8e+06 6.488533e+03
## 674   0.137892508  1.09  1.09   0.2 0.125   5.71529279 8e+06 9.448068e+03
## 675   0.193856876  1.09  1.09   0.2 0.125   0.75214245 8e+06 1.534810e+04
## 676   0.151188484  1.09  1.09   0.2 0.125   7.18265128 8e+06 2.865605e+04
## 677   0.112874858  1.09  1.09   0.2 0.125   0.43532112 8e+06 1.251208e+02
## 678   0.096593364  1.09  1.09   0.2 0.125  11.04062562 8e+06 1.196384e+02
## 679   0.344219022  1.09  1.09   0.2 0.125   0.30264355 8e+06 1.067082e+04
## 680   0.120817086  1.09  1.09   0.2 0.125   4.46036544 8e+06 1.324939e+04
## 681   0.286973764  1.09  1.09   0.2 0.125   0.90437063 8e+06 1.244016e+04
## 682   0.646054134  1.09  1.09   0.2 0.125   2.79926670 8e+06 2.048439e+04
## 683   0.209316979  1.09  1.09   0.2 0.125   0.29843471 8e+06 5.099924e+03
## 684   0.137271549  1.09  1.09   0.2 0.125  12.62404820 8e+06 8.224228e+03
## 685   0.079039054  1.09  1.09   0.2 0.125   0.66829441 8e+06 1.087106e+04
## 686   0.167910139  1.09  1.09   0.2 0.125  10.07700447 8e+06 1.572402e+04
## 687   0.191869466  1.09  1.09   0.2 0.125   0.63271500 8e+06 1.271832e+04
## 688   0.170440372  1.09  1.09   0.2 0.125   9.61690329 8e+06 1.423536e+04
## 689   0.124261152  1.09  1.09   0.2 0.125   0.93128714 8e+06 1.151360e+04
## 690   0.074522975  1.09  1.09   0.2 0.125   3.29923145 8e+06 1.130449e+04
## 691   0.300492190  1.09  1.09   0.2 0.125   0.30647438 8e+06 1.764567e+04
## 692   0.255495970  1.09  1.09   0.2 0.125   7.80495034 8e+06 1.048128e+04
## 693   0.388915254  1.09  1.09   0.2 0.125   0.71194960 8e+06 1.597856e+04
## 694   0.140700028  1.09  1.09   0.2 0.125  14.03079884 8e+06 2.873384e+04
## 695   0.109464379  1.09  1.09   0.2 0.125   0.57209664 8e+06 4.143816e+03
## 696   0.601840862  1.09  1.09   0.2 0.125   1.65115390 8e+06 5.551156e+03
## 697   0.311167406  1.09  1.09   0.2 0.125   0.56809981 8e+06 2.556817e+03
## 698   0.046773448  1.09  1.09   0.2 0.125   3.65226775 8e+06 3.290638e+03
## 699   0.116382796  1.09  1.09   0.2 0.125   0.95686639 8e+06 1.010037e+04
## 700   0.140628886  1.09  1.09   0.2 0.125   5.00838099 8e+06 1.805826e+04
## 701   0.115571416  1.09  1.09   0.2 0.125   0.52719957 8e+06 1.983325e+04
## 702   0.171093421  1.09  1.09   0.2 0.125   3.18321650 8e+06 4.216094e+04
## 703   0.081418800  1.09  1.09   0.2 0.125   0.35176831 8e+06 9.782490e+03
## 704   0.563685646  1.09  1.09   0.2 0.125   2.99447144 8e+06 1.342098e+04
## 705   0.057680533  1.09  1.09   0.2 0.125   0.87503147 8e+06 3.271083e+02
## 706   0.102311285  1.09  1.09   0.2 0.125  11.45774195 8e+06 3.423741e+02
## 707   0.320588284  1.09  1.09   0.2 0.125   0.76489395 8e+06 1.415813e+04
## 708   0.567173702  1.09  1.09   0.2 0.125   1.57902160 8e+06 1.846959e+04
## 709   0.308603501  1.09  1.09   0.2 0.125   0.36766228 8e+06 5.948446e+03
## 710   0.106308749  1.09  1.09   0.2 0.125   3.95130588 8e+06 9.427925e+03
## 711   0.265630869  1.09  1.09   0.2 0.125   0.86008181 8e+06 1.158674e+04
## 712   0.179138041  1.09  1.09   0.2 0.125   5.70553929 8e+06 1.687342e+04
## 713   0.212442248  1.09  1.09   0.2 0.125   0.45040949 8e+06 1.390815e+04
## 714   0.190790249  1.09  1.09   0.2 0.125  17.88895549 8e+06 1.910165e+04
## 715   0.236845457  1.09  1.09   0.2 0.125   0.69329851 8e+06 9.087080e+03
## 716   0.553543258  1.09  1.09   0.2 0.125   1.42919371 8e+06 1.337709e+04
## 717   0.145942058  1.09  1.09   0.2 0.125   0.44965975 8e+06 1.300150e+04
## 718   0.126159283  1.09  1.09   0.2 0.125   6.29713535 8e+06 2.239513e+04
## 719   0.228792762  1.09  1.09   0.2 0.125   0.65487981 8e+06 1.443040e+04
## 720   0.164580045  1.09  1.09   0.2 0.125   8.16851126 8e+06 2.824009e+04
## 721   0.124105018  1.09  1.09   0.2 0.125   0.32386184 8e+06 1.777138e+04
## 722   0.147034865  1.09  1.09   0.2 0.125   7.34107101 8e+06 2.511880e+04
## 723   0.114883542  1.09  1.09   0.2 0.125   0.98891074 8e+06 2.830250e+03
## 724   0.048351467  1.09  1.09   0.2 0.125   3.13557864 8e+06 3.724372e+03
## 725   0.220856717  1.09  1.09   0.2 0.125   0.67918628 8e+06 8.545286e+03
## 726   0.154256150  1.09  1.09   0.2 0.125   6.92528191 8e+06 1.335704e+04
## 727   0.110771908  1.09  1.09   0.2 0.125   0.27244504 8e+06 1.747020e+04
## 728   0.208913319  1.09  1.09   0.2 0.125   6.51615421 8e+06 1.435571e+04
## 729   0.332157218  1.09  1.09   0.2 0.125   0.43407091 8e+06 9.352828e+03
## 730   0.136734796  1.09  1.09   0.2 0.125   4.63241326 8e+06 1.679834e+04
## 731   0.385308060  1.09  1.09   0.2 0.125   0.51816445 8e+06 2.119432e+03
## 732   0.058027612  1.09  1.09   0.2 0.125   3.36344448 8e+06 2.512733e+03
## 733   0.116613427  1.09  1.09   0.2 0.125   0.96982292 8e+06 1.249471e+04
## 734   0.554318357  1.09  1.09   0.2 0.125   1.47138168 8e+06 1.938650e+04
## 735   0.102329570  1.09  1.09   0.2 0.125   0.49085568 8e+06 6.149461e+03
## 736   0.103831588  1.09  1.09   0.2 0.125   5.75030589 8e+06 9.668817e+03
## 737   0.129468397  1.09  1.09   0.2 0.125   0.27962840 8e+06 1.881979e+04
## 738   0.179999297  1.09  1.09   0.2 0.125   9.22479075 8e+06 2.362609e+04
## 739   0.292720544  1.09  1.09   0.2 0.125   0.30499537 8e+06 1.039081e+03
## 740   0.109767773  1.09  1.09   0.2 0.125   7.28611273 8e+06 1.418582e+03
## 741   0.282591123  1.09  1.09   0.2 0.125   0.27303722 8e+06 8.594757e+03
## 742   0.203218022  1.09  1.09   0.2 0.125  25.46712288 8e+06 1.233348e+04
## 743   0.166236146  1.09  1.09   0.2 0.125   0.95737097 8e+06 8.301316e+02
## 744   0.561162931  1.09  1.09   0.2 0.125   2.01116682 8e+06 8.873853e+02
## 745   0.080075365  1.09  1.09   0.2 0.125   0.58189545 8e+06 1.942509e+04
## 746   0.166358829  1.09  1.09   0.2 0.125   3.98458044 8e+06 3.200703e+04
## 747   0.365137005  1.09  1.09   0.2 0.125   0.54108436 8e+06 1.468755e+04
## 748   0.045707026  1.09  1.09   0.2 0.125   3.65398377 8e+06 1.790636e+04
## 749   0.204866821  1.09  1.09   0.2 0.125   0.89398363 8e+06 1.999559e+04
## 750   0.171771104  1.09  1.09   0.2 0.125   9.77449431 8e+06 3.104013e+04
## 751   0.167045756  1.09  1.09   0.2 0.125   0.76616201 8e+06 1.103532e+04
## 752   0.097942692  1.09  1.09   0.2 0.125   9.35259277 8e+06 1.336836e+04
## 753   0.269621746  1.09  1.09   0.2 0.125   0.48789046 8e+06 1.473779e+04
## 754   0.144217632  1.09  1.09   0.2 0.125   2.63471539 8e+06 2.525882e+04
## 755   0.074313021  1.09  1.09   0.2 0.125   0.66367845 8e+06 4.917580e+03
## 756   0.197561159  1.09  1.09   0.2 0.125   2.53557775 8e+06 5.068447e+03
## 757   0.327592055  1.09  1.09   0.2 0.125   0.23518174 8e+06 3.143945e+02
## 758   0.091813357  1.09  1.09   0.2 0.125   4.69901359 8e+06 2.474122e+02
## 759   0.273671787  1.09  1.09   0.2 0.125   0.90064091 8e+06 1.873521e+04
## 760   0.172021068  1.09  1.09   0.2 0.125  20.51884888 8e+06 2.707897e+04
## 761   0.236880030  1.09  1.09   0.2 0.125   0.90086202 8e+06 4.018499e+03
## 762   0.104030073  1.09  1.09   0.2 0.125   4.24462129 8e+06 5.872400e+03
## 763   0.075787051  1.09  1.09   0.2 0.125   0.60833620 8e+06 1.128160e+04
## 764   0.125127987  1.09  1.09   0.2 0.125  15.80663747 8e+06 1.577808e+04
## 765   0.367765916  1.09  1.09   0.2 0.125   0.49950571 8e+06 1.657361e+04
## 766   0.133807162  1.09  1.09   0.2 0.125   2.29942879 8e+06 2.557003e+04
## 767   0.110469940  1.09  1.09   0.2 0.125   0.69766896 8e+06 6.541322e+03
## 768   0.217684309  1.09  1.09   0.2 0.125   5.26753532 8e+06 9.392415e+03
## 769   0.215229374  1.09  1.09   0.2 0.125   0.43800249 8e+06 1.323613e+04
## 770   0.153859251  1.09  1.09   0.2 0.125   4.83433046 8e+06 1.709958e+04
## 771   0.319373129  1.09  1.09   0.2 0.125   0.83772111 8e+06 1.936788e+04
## 772   0.177599848  1.09  1.09   0.2 0.125   8.78410801 8e+06 2.433524e+04
## 773   0.172925704  1.09  1.09   0.2 0.125   0.75573220 8e+06 5.597391e+03
## 774   0.123253562  1.09  1.09   0.2 0.125  12.92778476 8e+06 8.538066e+03
## 775   0.376846279  1.09  1.09   0.2 0.125   0.39755896 8e+06 3.868355e+03
## 776   0.781603154  1.09  1.09   0.2 0.125   1.37235439 8e+06 5.823575e+03
## 777   0.388216248  1.09  1.09   0.2 0.125   0.93888854 8e+06 4.840848e+03
## 778   0.113691636  1.09  1.09   0.2 0.125  10.30716795 8e+06 7.449045e+03
## 779   0.244570743  1.09  1.09   0.2 0.125   0.42267070 8e+06 4.674800e+03
## 780   0.182606132  1.09  1.09   0.2 0.125   2.75207204 8e+06 8.574580e+03
## 781   0.274573708  1.09  1.09   0.2 0.125   0.30198017 8e+06 8.914980e+03
## 782   0.129474392  1.09  1.09   0.2 0.125  11.20824486 8e+06 1.431131e+04
## 783   0.344572284  1.09  1.09   0.2 0.125   0.65335474 8e+06 1.097234e+04
## 784   0.136331223  1.09  1.09   0.2 0.125   4.48270316 8e+06 1.892480e+04
## 785   0.312975360  1.09  1.09   0.2 0.125   0.87803793 8e+06 1.152625e+04
## 786   0.102458246  1.09  1.09   0.2 0.125  11.04915269 8e+06 1.488228e+04
## 787   0.080511245  1.09  1.09   0.2 0.125   0.60912319 8e+06 9.944743e+03
## 788   0.054867530  1.09  1.09   0.2 0.125   2.58594723 8e+06 1.460239e+04
## 789   0.345785052  1.09  1.09   0.2 0.125   0.59187132 8e+06 1.303161e+04
## 790   0.175426386  1.09  1.09   0.2 0.125  28.65948647 8e+06 2.207297e+04
## 791   0.111756957  1.09  1.09   0.2 0.125   0.29807181 8e+06 1.599398e+04
## 792   0.216181580  1.09  1.09   0.2 0.125   4.68819284 8e+06 1.008383e+04
## 793   0.370257969  1.09  1.09   0.2 0.125   0.38805383 8e+06 1.762017e+03
## 794   0.048515300  1.09  1.09   0.2 0.125   6.58866464 8e+06 2.311735e+03
## 795   0.193084939  1.09  1.09   0.2 0.125   0.75387112 8e+06 6.378318e+03
## 796   0.092125141  1.09  1.09   0.2 0.125   5.64991487 8e+06 8.476394e+03
## 797   0.180988979  1.09  1.09   0.2 0.125   0.52045039 8e+06 2.602071e+03
## 798   0.146532523  1.09  1.09   0.2 0.125   2.42661673 8e+06 6.051318e+03
## 799   0.144523017  1.09  1.09   0.2 0.125   0.91914284 8e+06 1.503557e+04
## 800   0.138271186  1.09  1.09   0.2 0.125   6.41278437 8e+06 2.770164e+04
## 801   0.222156810  1.09  1.09   0.2 0.125   0.64268967 8e+06 1.272862e+03
## 802   0.100372982  1.09  1.09   0.2 0.125   3.51376894 8e+06 1.629195e+03
## 803   0.287583737  1.09  1.09   0.2 0.125   0.76908121 8e+06 4.834326e+03
## 804   0.149570812  1.09  1.09   0.2 0.125  24.58772472 8e+06 8.449586e+03
## 805   0.256792779  1.09  1.09   0.2 0.125   0.66497964 8e+06 4.957165e+03
## 806   0.834818547  1.09  1.09   0.2 0.125   2.62480144 8e+06 5.706217e+03
## 807   0.312535768  1.09  1.09   0.2 0.125   0.82824072 8e+06 5.512612e+03
## 808   0.124365588  1.09  1.09   0.2 0.125   7.99907548 8e+06 4.823178e+03
## 809   0.053984283  1.09  1.09   0.2 0.125   0.93435713 8e+06 3.980976e+03
## 810   0.259545832  1.09  1.09   0.2 0.125   8.59636621 8e+06 8.511775e+03
## 811   0.196778027  1.09  1.09   0.2 0.125   0.36632507 8e+06 9.415164e+03
## 812   0.148067671  1.09  1.09   0.2 0.125  12.02930481 8e+06 1.319124e+04
## 813   0.382154921  1.09  1.09   0.2 0.125   0.88905584 8e+06 1.664512e+04
## 814   0.161865547  1.09  1.09   0.2 0.125   5.22353999 8e+06 2.617418e+04
## 815   0.317668855  1.09  1.09   0.2 0.125   0.91375650 8e+06 1.303039e+04
## 816   0.173121215  1.09  1.09   0.2 0.125   7.73254446 8e+06 1.904570e+04
## 817   0.150876974  1.09  1.09   0.2 0.125   0.44436983 8e+06 3.551361e+03
## 818   0.115611995  1.09  1.09   0.2 0.125   4.11128696 8e+06 5.705579e+03
## 819   0.064735711  1.09  1.09   0.2 0.125   0.74288402 8e+06 1.042741e+04
## 820   0.136478238  1.09  1.09   0.2 0.125   3.49250519 8e+06 1.272640e+04
## 821   0.326275017  1.09  1.09   0.2 0.125   0.92031172 8e+06 3.919539e+03
## 822   0.108747675  1.09  1.09   0.2 0.125  12.19074934 8e+06 6.211979e+03
## 823   0.292528539  1.09  1.09   0.2 0.125   0.63201190 8e+06 9.189796e+03
## 824   0.137929240  1.09  1.09   0.2 0.125   8.25011512 8e+06 1.823239e+04
## 825   0.220947313  1.09  1.09   0.2 0.125   0.75903637 8e+06 6.768670e+03
## 826   0.098668799  1.09  1.09   0.2 0.125   4.20250911 8e+06 1.062900e+04
## 827   0.363722580  1.09  1.09   0.2 0.125   0.70811125 8e+06 6.382392e+03
## 828   0.211406474  1.09  1.09   0.2 0.125   4.33319210 8e+06 9.631961e+03
## 829   0.250983946  1.09  1.09   0.2 0.125   0.74969593 8e+06 8.097715e+03
## 830   0.130773885  1.09  1.09   0.2 0.125   9.36853869 8e+06 1.375724e+04
## 831   0.122512960  1.09  1.09   0.2 0.125   0.43932610 8e+06 1.439296e+04
## 832   0.141120871  1.09  1.09   0.2 0.125   7.08428394 8e+06 2.379648e+04
## 833   0.357590408  1.09  1.09   0.2 0.125   0.53431631 8e+06 1.699415e+04
## 834   0.026758365  1.09  1.09   0.2 0.125   3.81491394 8e+06 1.527352e+04
## 835   0.319780329  1.09  1.09   0.2 0.125   0.56173080 8e+06 1.977209e+04
## 836   0.078579062  1.09  1.09   0.2 0.125   1.79305211 8e+06 2.696261e+04
## 837   0.237395709  1.09  1.09   0.2 0.125   0.42357213 8e+06 1.798274e+04
## 838   0.212363639  1.09  1.09   0.2 0.125   5.41109810 8e+06 2.971116e+04
## 839   0.086724414  1.09  1.09   0.2 0.125   0.44116148 8e+06 2.032164e+03
## 840   0.502897667  1.09  1.09   0.2 0.125   1.61296122 8e+06 2.780252e+03
## 841   0.162361138  1.09  1.09   0.2 0.125   0.67460305 8e+06 6.712047e+03
## 842   0.115493603  1.09  1.09   0.2 0.125   4.58157149 8e+06 9.665309e+03
## 843   0.311532863  1.09  1.09   0.2 0.125   0.89826377 8e+06 3.320829e+03
## 844   0.510126209  1.09  1.09   0.2 0.125   6.30672365 8e+06 4.614767e+03
## 845   0.282427167  1.09  1.09   0.2 0.125   0.35630140 8e+06 1.793062e+04
## 846   0.156031004  1.09  1.09   0.2 0.125   6.89922403 8e+06 3.306071e+04
## 847   0.261682389  1.09  1.09   0.2 0.125   0.90922416 8e+06 1.114441e+04
## 848   0.155544706  1.09  1.09   0.2 0.125   5.54723272 8e+06 2.195028e+04
## 849   0.070705683  1.09  1.09   0.2 0.125   0.64815629 8e+06 1.794112e+04
## 850   0.675342707  1.09  1.09   0.2 0.125   8.97617423 8e+06 3.371238e+04
## 851   0.391333080  1.09  1.09   0.2 0.125   0.45866746 8e+06 1.639539e+04
## 852   0.139087542  1.09  1.09   0.2 0.125   6.87259107 8e+06 2.954482e+04
## 853   0.280213700  1.09  1.09   0.2 0.125   0.76833400 8e+06 6.136244e+03
## 854   0.124931342  1.09  1.09   0.2 0.125   4.00580906 8e+06 1.019774e+04
## 855   0.324329414  1.09  1.09   0.2 0.125   0.37419307 8e+06 1.213085e+04
## 856   0.234601883  1.09  1.09   0.2 0.125   8.31420028 8e+06 9.958687e+03
## 857   0.195407334  1.09  1.09   0.2 0.125   0.26981084 8e+06 1.584313e+04
## 858   0.185282657  1.09  1.09   0.2 0.125   5.20987407 8e+06 1.700201e+04
## 859   0.293251159  1.09  1.09   0.2 0.125   0.35594457 8e+06 4.036863e+02
## 860   0.136050198  1.09  1.09   0.2 0.125   5.80534908 8e+06 4.688828e+02
## 861   0.375554959  1.09  1.09   0.2 0.125   0.30825948 8e+06 1.948635e+04
## 862   0.087256368  1.09  1.09   0.2 0.125  10.65330757 8e+06 3.153735e+04
## 863   0.324266074  1.09  1.09   0.2 0.125   0.20118884 8e+06 1.960812e+03
## 864   0.103850855  1.09  1.09   0.2 0.125  17.06280701 8e+06 2.813600e+03
## 865   0.234704328  1.09  1.09   0.2 0.125   0.90706051 8e+06 1.942832e+04
## 866   0.192793389  1.09  1.09   0.2 0.125  24.36518097 8e+06 2.585510e+04
## 867   0.109082326  1.09  1.09   0.2 0.125   0.24977117 8e+06 9.550408e+03
## 868   0.053944858  1.09  1.09   0.2 0.125  17.50162925 8e+06 1.179472e+04
## 869   0.357369531  1.09  1.09   0.2 0.125   0.66641446 8e+06 1.177759e+04
## 870   0.117505811  1.09  1.09   0.2 0.125   6.52425505 8e+06 1.754854e+04
## 871   0.325852894  1.09  1.09   0.2 0.125   0.96177510 8e+06 1.172052e+04
## 872   0.587240071  1.09  1.09   0.2 0.125   1.28514124 8e+06 2.642121e+04
## 873   0.206044028  1.09  1.09   0.2 0.125   0.66579455 8e+06 1.422696e+04
## 874   0.194521716  1.09  1.09   0.2 0.125  14.62367608 8e+06 1.661603e+04
## 875   0.368508711  1.09  1.09   0.2 0.125   0.40001870 8e+06 5.065313e+03
## 876   0.173218463  1.09  1.09   0.2 0.125  10.08829336 8e+06 9.197085e+03
## 877   0.229759513  1.09  1.09   0.2 0.125   0.29389833 8e+06 8.225242e+03
## 878   0.137981338  1.09  1.09   0.2 0.125  14.90234578 8e+06 1.272519e+04
## 879   0.125466789  1.09  1.09   0.2 0.125   0.63018960 8e+06 2.137084e+03
## 880   0.166204165  1.09  1.09   0.2 0.125   6.72195030 8e+06 5.119136e+03
## 881   0.379363019  1.09  1.09   0.2 0.125   0.72522484 8e+06 5.173520e+03
## 882   0.132520265  1.09  1.09   0.2 0.125   4.24216045 8e+06 8.982135e+03
## 883   0.286520405  1.09  1.09   0.2 0.125   0.73596489 8e+06 1.557504e+04
## 884   0.170220339  1.09  1.09   0.2 0.125  24.22817366 8e+06 2.556544e+04
## 885   0.357129764  1.09  1.09   0.2 0.125   0.97457783 8e+06 1.977333e+04
## 886   0.152795905  1.09  1.09   0.2 0.125   9.09441145 8e+06 3.872932e+04
## 887   0.115470592  1.09  1.09   0.2 0.125   0.47182808 8e+06 9.366641e+03
## 888   0.174114580  1.09  1.09   0.2 0.125   3.49721834 8e+06 1.375547e+04
## 889   0.348793581  1.09  1.09   0.2 0.125   0.88352347 8e+06 8.296045e+03
## 890   0.116673757  1.09  1.09   0.2 0.125  15.83205218 8e+06 1.356107e+04
## 891   0.147463477  1.09  1.09   0.2 0.125   0.58192698 8e+06 1.566635e+04
## 892   0.185688039  1.09  1.09   0.2 0.125  10.76322623 8e+06 3.075841e+04
## 893   0.191203320  1.09  1.09   0.2 0.125   0.58601875 8e+06 1.945949e+04
## 894   0.134808893  1.09  1.09   0.2 0.125   4.57695822 8e+06 3.630668e+04
## 895   0.189976862  1.09  1.09   0.2 0.125   0.39907832 8e+06 1.703972e+04
## 896   0.188875899  1.09  1.09   0.2 0.125  10.80177699 8e+06 2.145646e+04
## 897   0.099318141  1.09  1.09   0.2 0.125   0.91483564 8e+06 1.127609e+04
## 898   0.548705641  1.09  1.09   0.2 0.125   1.72489988 8e+06 1.274320e+04
## 899   0.197825692  1.09  1.09   0.2 0.125   0.90090864 8e+06 1.354278e+04
## 900   0.158575173  1.09  1.09   0.2 0.125  23.69249531 8e+06 2.248506e+04
## 901   0.343115745  1.09  1.09   0.2 0.125   0.66876548 8e+06 1.257706e+04
## 902   0.098565002  1.09  1.09   0.2 0.125  21.39009621 8e+06 3.443573e+04
## 903   0.364477315  1.09  1.09   0.2 0.125   0.35240462 8e+06 1.301210e+04
## 904   0.126546266  1.09  1.09   0.2 0.125   5.08401094 8e+06 2.239838e+04
## 905   0.241265877  1.09  1.09   0.2 0.125   0.32756026 8e+06 1.930455e+04
## 906   0.577030048  1.09  1.09   0.2 0.125   4.66844180 8e+06 3.547384e+04
## 907   0.283001146  1.09  1.09   0.2 0.125   0.64033362 8e+06 1.252300e+04
## 908   0.580127976  1.09  1.09   0.2 0.125   7.45697439 8e+06 1.756361e+04
## 909   0.136583716  1.09  1.09   0.2 0.125   0.97013353 8e+06 8.643301e+03
## 910   0.108030702  1.09  1.09   0.2 0.125   4.62162590 8e+06 1.147980e+04
## 911   0.196566163  1.09  1.09   0.2 0.125   0.76742285 8e+06 3.413628e+03
## 912   0.527834445  1.09  1.09   0.2 0.125   1.25548253 8e+06 6.458406e+03
## 913   0.213483031  1.09  1.09   0.2 0.125   0.93360457 8e+06 1.962302e+04
## 914   0.140280657  1.09  1.09   0.2 0.125   4.34651111 8e+06 3.997314e+04
## 915   0.294898183  1.09  1.09   0.2 0.125   0.58556311 8e+06 1.426413e+04
## 916   0.180743560  1.09  1.09   0.2 0.125  11.63278114 8e+06 1.863717e+04
## 917   0.225835932  1.09  1.09   0.2 0.125   0.83493575 8e+06 1.901762e+04
## 918   0.196259732  1.09  1.09   0.2 0.125  54.70917179 8e+06 2.005188e+04
## 919   0.056051325  1.09  1.09   0.2 0.125   0.67486463 8e+06 9.499256e+03
## 920   0.153755002  1.09  1.09   0.2 0.125   2.76424037 8e+06 1.001222e+04
## 921   0.262567847  1.09  1.09   0.2 0.125   0.88574036 8e+06 1.790132e+04
## 922   0.603466148  1.09  1.09   0.2 0.125   2.56177473 8e+06 3.205884e+04
## 923   0.109790534  1.09  1.09   0.2 0.125   0.41509433 8e+06 1.449290e+04
## 924   0.150052322  1.09  1.09   0.2 0.125   6.76531537 8e+06 1.252645e+04
## 925   0.119483399  1.09  1.09   0.2 0.125   0.27053984 8e+06 1.516390e+04
## 926   0.659620014  1.09  1.09   0.2 0.125   4.55007165 8e+06 2.829340e+04
## 927   0.373159835  1.09  1.09   0.2 0.125   0.90312925 8e+06 8.933439e+02
## 928   0.081049096  1.09  1.09   0.2 0.125   2.72738568 8e+06 1.245952e+03
## 929   0.096579470  1.09  1.09   0.2 0.125   0.33866066 8e+06 4.261803e+03
## 930   0.173298139  1.09  1.09   0.2 0.125   6.13605087 8e+06 7.372503e+03
## 931   0.060659272  1.09  1.09   0.2 0.125   0.58046257 8e+06 1.996833e+04
## 932   0.200007223  1.09  1.09   0.2 0.125   8.57715428 8e+06 1.866825e+04
## 933   0.096902353  1.09  1.09   0.2 0.125   0.35563582 8e+06 1.389100e+04
## 934   0.118816722  1.09  1.09   0.2 0.125   1.83792279 8e+06 2.764727e+04
## 935   0.276382879  1.09  1.09   0.2 0.125   0.70593933 8e+06 9.215638e+03
## 936   0.147891970  1.09  1.09   0.2 0.125   6.32674991 8e+06 1.534111e+04
## 937   0.062753397  1.09  1.09   0.2 0.125   0.68462015 8e+06 1.960644e+04
## 938   0.168903044  1.09  1.09   0.2 0.125   4.34335913 8e+06 3.669295e+04
## 939   0.198212442  1.09  1.09   0.2 0.125   0.81617767 8e+06 5.704536e+03
## 940   0.058208062  1.09  1.09   0.2 0.125   5.12708620 8e+06 8.345343e+03
## 941   0.079373279  1.09  1.09   0.2 0.125   0.93344496 8e+06 1.829880e+04
## 942   0.121451187  1.09  1.09   0.2 0.125   7.41313432 8e+06 3.067092e+04
## 943   0.335871238  1.09  1.09   0.2 0.125   0.62463651 8e+06 6.292869e+02
## 944   0.084824431  1.09  1.09   0.2 0.125   3.00062682 8e+06 7.994254e+02
## 945   0.210443912  1.09  1.09   0.2 0.125   0.71784368 8e+06 4.340009e+03
## 946   0.681216657  1.09  1.09   0.2 0.125   8.13489582 8e+06 7.628061e+03
## 947   0.239566795  1.09  1.09   0.2 0.125   0.64788835 8e+06 6.206064e+03
## 948   0.125153133  1.09  1.09   0.2 0.125   2.77790380 8e+06 1.024790e+04
## 949   0.064334756  1.09  1.09   0.2 0.125   0.54941747 8e+06 5.504819e+02
## 950   0.566861023  1.09  1.09   0.2 0.125   2.47187165 8e+06 5.145752e+02
## 951   0.281296988  1.09  1.09   0.2 0.125   0.48474171 8e+06 3.411903e+02
## 952   0.095367919  1.09  1.09   0.2 0.125   3.81121880 8e+06 3.253364e+02
## 953   0.209190116  1.09  1.09   0.2 0.125   0.27951499 8e+06 5.045648e+03
## 954   0.057282240  1.09  1.09   0.2 0.125   6.57282546 8e+06 6.701504e+03
## 955   0.263309278  1.09  1.09   0.2 0.125   0.23185844 8e+06 6.668256e+03
## 956   0.134048345  1.09  1.09   0.2 0.125   6.09305138 8e+06 1.207709e+04
## 957   0.198061249  1.09  1.09   0.2 0.125   0.28777116 8e+06 7.871815e+03
## 958   0.128139348  1.09  1.09   0.2 0.125   5.51897354 8e+06 1.283459e+04
## 959   0.238454773  1.09  1.09   0.2 0.125   0.71354541 8e+06 9.196577e+03
## 960   0.201018749  1.09  1.09   0.2 0.125   5.19348104 8e+06 1.285399e+04
## 961   0.245622301  1.09  1.09   0.2 0.125   0.26059884 8e+06 3.892583e+03
## 962   0.087512233  1.09  1.09   0.2 0.125   3.06598237 8e+06 4.290972e+03
## 963   0.066924138  1.09  1.09   0.2 0.125   0.92715390 8e+06 4.245083e+03
## 964   0.113317367  1.09  1.09   0.2 0.125   8.76148523 8e+06 6.828567e+03
## 965   0.182977151  1.09  1.09   0.2 0.125   0.79228502 8e+06 1.516271e+04
## 966   0.159166576  1.09  1.09   0.2 0.125   3.37033207 8e+06 3.389615e+04
## 967   0.341942977  1.09  1.09   0.2 0.125   0.43350631 8e+06 1.954099e+04
## 968   0.185421244  1.09  1.09   0.2 0.125   9.49483477 8e+06 3.866702e+04
## 969   0.191030882  1.09  1.09   0.2 0.125   0.66141869 8e+06 7.913645e+03
## 970   0.203857692  1.09  1.09   0.2 0.125  15.52967571 8e+06 9.844663e+03
## 971   0.167570253  1.09  1.09   0.2 0.125   0.45144259 8e+06 3.505156e+03
## 972   0.121476452  1.09  1.09   0.2 0.125   3.90308223 8e+06 5.222936e+03
## 973   0.206747217  1.09  1.09   0.2 0.125   0.80896896 8e+06 1.033049e+04
## 974   0.660260847  1.09  1.09   0.2 0.125   1.63842286 8e+06 2.210426e+04
## 975   0.165227893  1.09  1.09   0.2 0.125   0.20769699 8e+06 1.058914e+04
## 976   0.112271753  1.09  1.09   0.2 0.125   4.07389639 8e+06 1.609994e+04
## 977   0.173448322  1.09  1.09   0.2 0.125   0.87935989 8e+06 7.741224e+03
## 978   0.125777536  1.09  1.09   0.2 0.125  11.25838292 8e+06 1.325889e+04
## 979   0.237075833  1.09  1.09   0.2 0.125   0.94940177 8e+06 1.363068e+04
## 980   0.154258372  1.09  1.09   0.2 0.125   3.59091343 8e+06 2.847943e+04
## 981   0.152541025  1.09  1.09   0.2 0.125   0.73345685 8e+06 1.162271e+04
## 982   0.199544589  1.09  1.09   0.2 0.125  10.64451197 8e+06 1.494384e+04
## 983   0.191290440  1.09  1.09   0.2 0.125   0.37515957 8e+06 9.387260e+03
## 984   0.121688270  1.09  1.09   0.2 0.125   4.36221321 8e+06 1.338403e+04
## 985   0.283658821  1.09  1.09   0.2 0.125   0.89789449 8e+06 6.733359e+03
## 986   0.206254364  1.09  1.09   0.2 0.125  11.01883416 8e+06 1.002469e+04
## 987   0.250935273  1.09  1.09   0.2 0.125   0.85008890 8e+06 4.928852e+03
## 988   0.056704465  1.09  1.09   0.2 0.125   8.63445577 8e+06 5.785824e+03
## 989   0.201357869  1.09  1.09   0.2 0.125   0.72225676 8e+06 1.074133e+04
## 990   0.143905784  1.09  1.09   0.2 0.125  11.50011109 8e+06 2.815711e+04
## 991   0.295783929  1.09  1.09   0.2 0.125   0.24764337 8e+06 1.998857e+04
## 992   0.121323289  1.09  1.09   0.2 0.125   3.61837895 8e+06 3.231412e+04
## 993   0.309078417  1.09  1.09   0.2 0.125   0.58983877 8e+06 1.598914e+04
## 994   0.163277399  1.09  1.09   0.2 0.125   6.15144793 8e+06 2.200121e+04
## 995   0.142036819  1.09  1.09   0.2 0.125   0.86154943 8e+06 1.293124e+03
## 996   0.042868628  1.09  1.09   0.2 0.125  17.37198887 8e+06 1.293175e+03
## 997   0.288939784  1.09  1.09   0.2 0.125   0.81924944 8e+06 1.772594e+04
## 998   0.182281503  1.09  1.09   0.2 0.125   5.01449092 8e+06 1.922934e+04
## 999   0.073547775  1.09  1.09   0.2 0.125   0.95756328 8e+06 9.206851e+03
## 1000  0.168400176  1.09  1.09   0.2 0.125   8.68533208 8e+06 1.229061e+04
## 1001  0.389173886  1.09  1.09   0.2 0.125   0.56313378 8e+06 1.308981e+04
## 1002  0.137996866  1.09  1.09   0.2 0.125   5.13359137 8e+06 1.974209e+04
## 1003  0.319325511  1.09  1.09   0.2 0.125   0.74193541 8e+06 1.295330e+04
## 1004  0.125254133  1.09  1.09   0.2 0.125  35.65949800 8e+06 2.637303e+04
## 1005  0.255161196  1.09  1.09   0.2 0.125   0.92464292 8e+06 5.445359e+03
## 1006  0.105554340  1.09  1.09   0.2 0.125   3.69431895 8e+06 7.633226e+03
## 1007  0.395722318  1.09  1.09   0.2 0.125   0.63982305 8e+06 1.763515e+04
## 1008  0.175035547  1.09  1.09   0.2 0.125   4.38156314 8e+06 2.586919e+04
## 1009  0.194877379  1.09  1.09   0.2 0.125   0.57384546 8e+06 9.405643e+03
## 1010  0.159650595  1.09  1.09   0.2 0.125   2.93256200 8e+06 1.251821e+04
## 1011  0.387926405  1.09  1.09   0.2 0.125   0.49130879 8e+06 6.286227e+03
## 1012  0.106033838  1.09  1.09   0.2 0.125   8.84968420 8e+06 9.699535e+03
## 1013  0.085083011  1.09  1.09   0.2 0.125   0.25805859 8e+06 9.384460e+03
## 1014  0.099312828  1.09  1.09   0.2 0.125   4.83322261 8e+06 1.432983e+04
## 1015  0.298270762  1.09  1.09   0.2 0.125   0.21270053 8e+06 3.625671e+03
## 1016  0.143962166  1.09  1.09   0.2 0.125   3.94104933 8e+06 7.032480e+03
## 1017  0.107125674  1.09  1.09   0.2 0.125   0.60083228 8e+06 1.146261e+04
## 1018  0.150161912  1.09  1.09   0.2 0.125   4.20261762 8e+06 1.971668e+04
## 1019  0.350086749  1.09  1.09   0.2 0.125   0.32771442 8e+06 5.894596e+03
## 1020  0.100967160  1.09  1.09   0.2 0.125   9.51804974 8e+06 8.019508e+03
## 1021  0.237760934  1.09  1.09   0.2 0.125   0.33114212 8e+06 1.472839e+04
## 1022  0.131098927  1.09  1.09   0.2 0.125  11.39597615 8e+06 1.935194e+04
## 1023  0.187177546  1.09  1.09   0.2 0.125   0.96790448 8e+06 8.441747e+03
## 1024  0.136905696  1.09  1.09   0.2 0.125   8.63101637 8e+06 1.499816e+04
## 1025  0.132293141  1.09  1.09   0.2 0.125   0.90596566 8e+06 1.420424e+04
## 1026  0.136646109  1.09  1.09   0.2 0.125   5.36836822 8e+06 2.308084e+04
## 1027  0.345074143  1.09  1.09   0.2 0.125   0.80065096 8e+06 1.401676e+02
## 1028  0.622966331  1.09  1.09   0.2 0.125   2.68573745 8e+06 1.819301e+02
## 1029  0.154953962  1.09  1.09   0.2 0.125   0.86440344 8e+06 1.516817e+04
## 1030  0.124857134  1.09  1.09   0.2 0.125   5.31239485 8e+06 2.277980e+04
## 1031  0.365839046  1.09  1.09   0.2 0.125   0.88830658 8e+06 1.023860e+04
## 1032  0.120479099  1.09  1.09   0.2 0.125   3.27609552 8e+06 2.026938e+04
## 1033  0.104468066  1.09  1.09   0.2 0.125   0.27394264 8e+06 1.149823e+04
## 1034  0.144378603  1.09  1.09   0.2 0.125   4.49593202 8e+06 1.906844e+04
## 1035  0.239376347  1.09  1.09   0.2 0.125   0.38441292 8e+06 1.548006e+04
## 1036  0.161442555  1.09  1.09   0.2 0.125   4.47436803 8e+06 2.513973e+04
## 1037  0.305178117  1.09  1.09   0.2 0.125   0.60683177 8e+06 5.653218e+03
## 1038  0.627615176  1.09  1.09   0.2 0.125   6.70348574 8e+06 9.921950e+03
## 1039  0.395607331  1.09  1.09   0.2 0.125   0.30903973 8e+06 1.594981e+03
## 1040  0.111472893  1.09  1.09   0.2 0.125   5.65403444 8e+06 1.739691e+03
## 1041  0.327325143  1.09  1.09   0.2 0.125   0.43226352 8e+06 7.054169e+03
## 1042  0.618109086  1.09  1.09   0.2 0.125   1.32454260 8e+06 9.646494e+03
## 1043  0.076109374  1.09  1.09   0.2 0.125   0.50140885 8e+06 2.305515e+03
## 1044  0.053702965  1.09  1.09   0.2 0.125   5.12193297 8e+06 2.798190e+03
## 1045  0.304683606  1.09  1.09   0.2 0.125   0.68905229 8e+06 2.182687e+03
## 1046  0.697485386  1.09  1.09   0.2 0.125   3.02282811 8e+06 3.870385e+03
## 1047  0.245733837  1.09  1.09   0.2 0.125   0.99423337 8e+06 8.241779e+03
## 1048  0.130580362  1.09  1.09   0.2 0.125   6.03556138 8e+06 1.555287e+04
## 1049  0.366041024  1.09  1.09   0.2 0.125   0.50436254 8e+06 1.643187e+04
## 1050  0.184205757  1.09  1.09   0.2 0.125   4.77618116 8e+06 1.695389e+04
## 1051  0.262584007  1.09  1.09   0.2 0.125   0.33345657 8e+06 1.556336e+04
## 1052  0.151399045  1.09  1.09   0.2 0.125   5.07938544 8e+06 1.687358e+04
## 1053  0.200710091  1.09  1.09   0.2 0.125   0.77737303 8e+06 3.993401e+03
## 1054  0.109835847  1.09  1.09   0.2 0.125   3.80731877 8e+06 7.469111e+03
## 1055  0.389668486  1.09  1.09   0.2 0.125   0.82344105 8e+06 1.136641e+04
## 1056  0.600385950  1.09  1.09   0.2 0.125   1.19788053 8e+06 1.972256e+04
## 1057  0.240755958  1.09  1.09   0.2 0.125   0.32004419 8e+06 2.992814e+03
## 1058  0.138371388  1.09  1.09   0.2 0.125   6.80738490 8e+06 5.376350e+03
## 1059  0.269171966  1.09  1.09   0.2 0.125   0.34191135 8e+06 2.045476e+03
## 1060  0.169316203  1.09  1.09   0.2 0.125   4.87489156 8e+06 4.169251e+03
## 1061  0.326025938  1.09  1.09   0.2 0.125   0.61538242 8e+06 6.990286e+02
## 1062  0.592536561  1.09  1.09   0.2 0.125   1.56276489 8e+06 8.940970e+02
## 1063  0.259511739  1.09  1.09   0.2 0.125   0.49792240 8e+06 4.019611e+03
## 1064  0.112870011  1.09  1.09   0.2 0.125   6.95817875 8e+06 5.202550e+03
## 1065  0.295699974  1.09  1.09   0.2 0.125   0.67924857 8e+06 1.679960e+04
## 1066  0.161456698  1.09  1.09   0.2 0.125  12.32681267 8e+06 2.571270e+04
## 1067  0.293766217  1.09  1.09   0.2 0.125   0.53245005 8e+06 2.110546e+03
## 1068  0.108657347  1.09  1.09   0.2 0.125   6.19096141 8e+06 3.023861e+03
## 1069  0.210578113  1.09  1.09   0.2 0.125   0.99433312 8e+06 1.949311e+04
## 1070  0.167954865  1.09  1.09   0.2 0.125   6.71133275 8e+06 3.553166e+04
## 1071  0.345814438  1.09  1.09   0.2 0.125   0.24137245 8e+06 1.491309e+04
## 1072  0.149964266  1.09  1.09   0.2 0.125   7.70949831 8e+06 2.757038e+04
## 1073  0.349554704  1.09  1.09   0.2 0.125   0.74025975 8e+06 1.667217e+04
## 1074  0.556957926  1.09  1.09   0.2 0.125   4.51670861 8e+06 2.728347e+04
## 1075  0.095133578  1.09  1.09   0.2 0.125   0.21818769 8e+06 1.766339e+04
## 1076  0.125796039  1.09  1.09   0.2 0.125   1.91458545 8e+06 2.779833e+04
## 1077  0.327825364  1.09  1.09   0.2 0.125   0.75147304 8e+06 1.383271e+04
## 1078  0.146198428  1.09  1.09   0.2 0.125  10.99276197 8e+06 2.582717e+04
## 1079  0.128467985  1.09  1.09   0.2 0.125   0.26841170 8e+06 1.147746e+04
## 1080  0.158028580  1.09  1.09   0.2 0.125   4.94134285 8e+06 1.577044e+04
## 1081  0.219178146  1.09  1.09   0.2 0.125   0.94142623 8e+06 1.732602e+04
## 1082  0.149060462  1.09  1.09   0.2 0.125   4.22670234 8e+06 3.080201e+04
## 1083  0.216822579  1.09  1.09   0.2 0.125   0.58163044 8e+06 1.335322e+03
## 1084  0.503977411  1.09  1.09   0.2 0.125   1.31125206 8e+06 1.746210e+03
## 1085  0.381615254  1.09  1.09   0.2 0.125   0.83097560 8e+06 1.769217e+04
## 1086  0.143084069  1.09  1.09   0.2 0.125   3.62535220 8e+06 2.518773e+04
## 1087  0.364144538  1.09  1.09   0.2 0.125   0.95147418 8e+06 1.700164e+04
## 1088  0.168394556  1.09  1.09   0.2 0.125   6.90319365 8e+06 1.440042e+04
## 1089  0.368106281  1.09  1.09   0.2 0.125   0.77374332 8e+06 1.721014e+04
## 1090  0.189383266  1.09  1.09   0.2 0.125   8.15161396 8e+06 2.112704e+04
## 1091  0.056714143  1.09  1.09   0.2 0.125   0.48396499 8e+06 1.663892e+04
## 1092  0.615074228  1.09  1.09   0.2 0.125   2.63621023 8e+06 3.163754e+04
## 1093  0.203208546  1.09  1.09   0.2 0.125   0.43578797 8e+06 8.026534e+03
## 1094  0.131605706  1.09  1.09   0.2 0.125   8.58708896 8e+06 1.621986e+04
## 1095  0.118517400  1.09  1.09   0.2 0.125   0.78614871 8e+06 3.942527e+03
## 1096  0.517640250  1.09  1.09   0.2 0.125   4.30657853 8e+06 6.294138e+03
## 1097  0.296457832  1.09  1.09   0.2 0.125   0.54761777 8e+06 1.617624e+04
## 1098  0.149372082  1.09  1.09   0.2 0.125  13.22464033 8e+06 3.228447e+04
## 1099  0.230594337  1.09  1.09   0.2 0.125   0.74891843 8e+06 6.112745e+03
## 1100  0.097472400  1.09  1.09   0.2 0.125  12.29613320 8e+06 6.545051e+03
## 1101  0.373203349  1.09  1.09   0.2 0.125   0.55900378 8e+06 8.398420e+03
## 1102  0.114504085  1.09  1.09   0.2 0.125   3.63296444 8e+06 1.282532e+04
## 1103  0.335916080  1.09  1.09   0.2 0.125   0.68795262 8e+06 9.496768e+03
## 1104  0.200895448  1.09  1.09   0.2 0.125   6.21018388 8e+06 1.077267e+04
## 1105  0.103985470  1.09  1.09   0.2 0.125   0.22976169 8e+06 1.380892e+04
## 1106  0.141304552  1.09  1.09   0.2 0.125  11.03259422 8e+06 2.710872e+04
## 1107  0.398013606  1.09  1.09   0.2 0.125   0.30624551 8e+06 4.923907e+03
## 1108  0.048367047  1.09  1.09   0.2 0.125   8.89493568 8e+06 5.854954e+03
## 1109  0.190019423  1.09  1.09   0.2 0.125   0.84321048 8e+06 1.779135e+04
## 1110  0.159192591  1.09  1.09   0.2 0.125  16.29564713 8e+06 4.081962e+04
## 1111  0.171319800  1.09  1.09   0.2 0.125   0.86924951 8e+06 2.470246e+03
## 1112  0.101712475  1.09  1.09   0.2 0.125   3.64776206 8e+06 3.836511e+03
## 1113  0.196588880  1.09  1.09   0.2 0.125   0.27140950 8e+06 5.719514e+03
## 1114  0.161147620  1.09  1.09   0.2 0.125   7.60623082 8e+06 9.439801e+03
## 1115  0.253338730  1.09  1.09   0.2 0.125   0.60012716 8e+06 1.706089e+04
## 1116  0.618248166  1.09  1.09   0.2 0.125   0.84732376 8e+06 2.542935e+04
## 1117  0.301172205  1.09  1.09   0.2 0.125   0.73386364 8e+06 9.936858e+03
## 1118  0.180067142  1.09  1.09   0.2 0.125   9.17294410 8e+06 1.249595e+04
## 1119  0.223613809  1.09  1.09   0.2 0.125   0.89025102 8e+06 1.520304e+04
## 1120  0.721716886  1.09  1.09   0.2 0.125   1.71659433 8e+06 2.687317e+04
## 1121  0.102047113  1.09  1.09   0.2 0.125   0.53743578 8e+06 7.054888e+03
## 1122  0.293228912  1.09  1.09   0.2 0.125   0.66621120 8e+06 7.340109e+03
## 1123  0.080352734  1.09  1.09   0.2 0.125   0.71523636 8e+06 1.054388e+04
## 1124  0.128705113  1.09  1.09   0.2 0.125   7.96806078 8e+06 1.829561e+04
## 1125  0.277184673  1.09  1.09   0.2 0.125   0.48726242 8e+06 1.419612e+04
## 1126  0.167642207  1.09  1.09   0.2 0.125   8.66483708 8e+06 1.913427e+04
## 1127  0.299685940  1.09  1.09   0.2 0.125   0.91531521 8e+06 2.363963e+03
## 1128  0.623473159  1.09  1.09   0.2 0.125   2.13157670 8e+06 3.423666e+03
## 1129  0.218258648  1.09  1.09   0.2 0.125   0.47619076 8e+06 7.201483e+03
## 1130  0.119515379  1.09  1.09   0.2 0.125   7.18268249 8e+06 1.133381e+04
## 1131  0.285240003  1.09  1.09   0.2 0.125   0.97614530 8e+06 3.384938e+03
## 1132  0.057595370  1.09  1.09   0.2 0.125   8.20622526 8e+06 4.783138e+03
## 1133  0.397765954  1.09  1.09   0.2 0.125   0.69584036 8e+06 1.324209e+04
## 1134  0.132070084  1.09  1.09   0.2 0.125   3.76389347 8e+06 2.407761e+04
## 1135  0.070031466  1.09  1.09   0.2 0.125   0.27135842 8e+06 6.412912e+03
## 1136  0.049867102  1.09  1.09   0.2 0.125   7.08907029 8e+06 7.862301e+03
## 1137  0.189792708  1.09  1.09   0.2 0.125   0.50642004 8e+06 5.386981e+03
## 1138  0.107801425  1.09  1.09   0.2 0.125   5.85971508 8e+06 8.625684e+03
## 1139  0.342820770  1.09  1.09   0.2 0.125   0.95599322 8e+06 7.092833e+03
## 1140  0.129995550  1.09  1.09   0.2 0.125   2.03927237 8e+06 1.376444e+04
## 1141  0.083616312  1.09  1.09   0.2 0.125   0.59776146 8e+06 5.732866e+03
## 1142  0.116981722  1.09  1.09   0.2 0.125   4.37071482 8e+06 1.095248e+04
## 1143  0.110020400  1.09  1.09   0.2 0.125   0.38263916 8e+06 9.624743e+03
## 1144  0.128666159  1.09  1.09   0.2 0.125   6.37006752 8e+06 1.621723e+04
## 1145  0.217705197  1.09  1.09   0.2 0.125   0.29107459 8e+06 1.649504e+04
## 1146  0.164043652  1.09  1.09   0.2 0.125   4.25689824 8e+06 2.098357e+04
## 1147  0.118977094  1.09  1.09   0.2 0.125   0.22346985 8e+06 9.904399e+03
## 1148  0.128794618  1.09  1.09   0.2 0.125   5.28005562 8e+06 1.742838e+04
## 1149  0.185834045  1.09  1.09   0.2 0.125   0.33182718 8e+06 1.281883e+04
## 1150  0.677580509  1.09  1.09   0.2 0.125   2.26977706 8e+06 2.130386e+04
## 1151  0.164389647  1.09  1.09   0.2 0.125   0.82461423 8e+06 1.410025e+03
## 1152  0.495392163  1.09  1.09   0.2 0.125   1.58436347 8e+06 1.356050e+03
## 1153  0.396137975  1.09  1.09   0.2 0.125   0.33375094 8e+06 6.509125e+03
## 1154  0.121331877  1.09  1.09   0.2 0.125   4.28500706 8e+06 9.832574e+03
## 1155  0.061361426  1.09  1.09   0.2 0.125   0.61677904 8e+06 5.833100e+03
## 1156  0.140999031  1.09  1.09   0.2 0.125   5.11956087 8e+06 9.265645e+03
## 1157  0.110258971  1.09  1.09   0.2 0.125   0.28999523 8e+06 5.146899e+03
## 1158  0.104729552  1.09  1.09   0.2 0.125   3.23510900 8e+06 7.226571e+03
## 1159  0.357419650  1.09  1.09   0.2 0.125   0.32119963 8e+06 9.207804e+03
## 1160  0.553634153  1.09  1.09   0.2 0.125   1.26553231 8e+06 1.688141e+04
## 1161  0.227312781  1.09  1.09   0.2 0.125   0.90566185 8e+06 9.492791e+03
## 1162  0.033682497  1.09  1.09   0.2 0.125   9.10806379 8e+06 9.774942e+03
## 1163  0.393587363  1.09  1.09   0.2 0.125   0.34183441 8e+06 7.234803e+03
## 1164  0.125200373  1.09  1.09   0.2 0.125   6.15024225 8e+06 1.372465e+04
## 1165  0.178083736  1.09  1.09   0.2 0.125   0.84200622 8e+06 1.898974e+03
## 1166  0.058429946  1.09  1.09   0.2 0.125   7.19012572 8e+06 2.189124e+03
## 1167  0.332634913  1.09  1.09   0.2 0.125   0.45582671 8e+06 1.844071e+04
## 1168  0.139353603  1.09  1.09   0.2 0.125   6.41847049 8e+06 3.505992e+04
## 1169  0.069444958  1.09  1.09   0.2 0.125   0.78411125 8e+06 1.057284e+04
## 1170  0.249156985  1.09  1.09   0.2 0.125  15.16804365 8e+06 9.975867e+03
## 1171  0.213193397  1.09  1.09   0.2 0.125   0.58107998 8e+06 1.016829e+04
## 1172  0.168275640  1.09  1.09   0.2 0.125  12.91737551 8e+06 1.334110e+04
## 1173  0.363882423  1.09  1.09   0.2 0.125   0.26022103 8e+06 8.377815e+03
## 1174  0.638042087  1.09  1.09   0.2 0.125   1.45733721 8e+06 1.294549e+04
## 1175  0.098501354  1.09  1.09   0.2 0.125   0.35066938 8e+06 9.202424e+03
## 1176  0.130139957  1.09  1.09   0.2 0.125   3.51694271 8e+06 1.417317e+04
## 1177  0.382812073  1.09  1.09   0.2 0.125   0.64600371 8e+06 1.149604e+04
## 1178  0.151471197  1.09  1.09   0.2 0.125   4.29629860 8e+06 1.896501e+04
## 1179  0.249887055  1.09  1.09   0.2 0.125   0.35185954 8e+06 7.971573e+03
## 1180  0.124930169  1.09  1.09   0.2 0.125   4.60126869 8e+06 1.203747e+04
## 1181  0.203606489  1.09  1.09   0.2 0.125   0.93325167 8e+06 4.625372e+03
## 1182  0.105221708  1.09  1.09   0.2 0.125   3.63334198 8e+06 6.902042e+03
## 1183  0.110254303  1.09  1.09   0.2 0.125   0.31585976 8e+06 1.492726e+04
## 1184  0.198175834  1.09  1.09   0.2 0.125  10.06241403 8e+06 1.340194e+04
## 1185  0.343932940  1.09  1.09   0.2 0.125   0.74389338 8e+06 2.298655e+03
## 1186  0.101911082  1.09  1.09   0.2 0.125   7.14361053 8e+06 3.560798e+03
## 1187  0.107943931  1.09  1.09   0.2 0.125   0.37815891 8e+06 1.899585e+04
## 1188  0.147137897  1.09  1.09   0.2 0.125   6.78674109 8e+06 3.918442e+04
## 1189  0.165345693  1.09  1.09   0.2 0.125   0.96533504 8e+06 6.147808e+03
## 1190  0.728275560  1.09  1.09   0.2 0.125   1.55898103 8e+06 1.170897e+04
## 1191  0.273662123  1.09  1.09   0.2 0.125   0.43974734 8e+06 2.965889e+03
## 1192  0.240017927  1.09  1.09   0.2 0.125   2.85706397 8e+06 5.465288e+03
## 1193  0.158768152  1.09  1.09   0.2 0.125   0.73789277 8e+06 5.472106e+03
## 1194  0.525611545  1.09  1.09   0.2 0.125   3.53845855 8e+06 8.065243e+03
## 1195  0.081093252  1.09  1.09   0.2 0.125   0.44072410 8e+06 1.613211e+04
## 1196  0.191957839  1.09  1.09   0.2 0.125   5.43805285 8e+06 2.430622e+04
## 1197  0.306932643  1.09  1.09   0.2 0.125   0.31104918 8e+06 1.652702e+04
## 1198  0.177209657  1.09  1.09   0.2 0.125  10.41352398 8e+06 1.912361e+04
## 1199  0.246179116  1.09  1.09   0.2 0.125   0.32171908 8e+06 1.535501e+04
## 1200  0.200522662  1.09  1.09   0.2 0.125   4.92565162 8e+06 1.675932e+04
## 1201  0.296916053  1.09  1.09   0.2 0.125   0.83938251 8e+06 1.695635e+03
## 1202  0.047755238  1.09  1.09   0.2 0.125   4.13862483 8e+06 1.594796e+03
## 1203  0.187965673  1.09  1.09   0.2 0.125   0.82753056 8e+06 5.868488e+03
## 1204  0.128011671  1.09  1.09   0.2 0.125   3.67571415 8e+06 9.842463e+03
## 1205  0.295129053  1.09  1.09   0.2 0.125   0.47739946 8e+06 1.907185e+04
## 1206  0.185782718  1.09  1.09   0.2 0.125  39.03027921 8e+06 4.219975e+04
## 1207  0.186630325  1.09  1.09   0.2 0.125   0.85560528 8e+06 2.148165e+03
## 1208  0.383260901  1.09  1.09   0.2 0.125   3.05786712 8e+06 2.060108e+03
## 1209  0.114039832  1.09  1.09   0.2 0.125   0.34695179 8e+06 1.949230e+04
## 1210  0.142068905  1.09  1.09   0.2 0.125   7.67197063 8e+06 3.796939e+04
## 1211  0.187709659  1.09  1.09   0.2 0.125   0.92595854 8e+06 6.341696e+03
## 1212  0.128595207  1.09  1.09   0.2 0.125  10.98809857 8e+06 1.010003e+04
## 1213  0.384442634  1.09  1.09   0.2 0.125   0.58824350 8e+06 1.401468e+04
## 1214  0.204863049  1.09  1.09   0.2 0.125  10.09997502 8e+06 1.680265e+04
## 1215  0.184770100  1.09  1.09   0.2 0.125   0.67834390 8e+06 1.011510e+04
## 1216  0.123950359  1.09  1.09   0.2 0.125  12.60897742 8e+06 1.918859e+04
## 1217  0.310281317  1.09  1.09   0.2 0.125   0.86354879 8e+06 7.741653e+03
## 1218  0.584948006  1.09  1.09   0.2 0.125   1.41785391 8e+06 1.381151e+04
## 1219  0.129667862  1.09  1.09   0.2 0.125   0.74149755 8e+06 8.486504e+03
## 1220  0.167856366  1.09  1.09   0.2 0.125   3.55792482 8e+06 1.169832e+04
## 1221  0.323975631  1.09  1.09   0.2 0.125   0.77431483 8e+06 6.543925e+03
## 1222  0.097973223  1.09  1.09   0.2 0.125   6.89311994 8e+06 9.107683e+03
## 1223  0.354459772  1.09  1.09   0.2 0.125   0.34438544 8e+06 6.120224e+03
## 1224  0.128042344  1.09  1.09   0.2 0.125   3.32968951 8e+06 8.670397e+03
## 1225  0.180406632  1.09  1.09   0.2 0.125   0.91882100 8e+06 1.287355e+04
## 1226  0.127224074  1.09  1.09   0.2 0.125  15.95295362 8e+06 2.034642e+04
## 1227  0.276916750  1.09  1.09   0.2 0.125   0.90636524 8e+06 1.074165e+04
## 1228  0.253850123  1.09  1.09   0.2 0.125   5.44668016 8e+06 9.978358e+03
## 1229  0.283423420  1.09  1.09   0.2 0.125   0.46000995 8e+06 1.968590e+04
## 1230  0.134762531  1.09  1.09   0.2 0.125   3.23905988 8e+06 2.958412e+04
## 1231  0.261648086  1.09  1.09   0.2 0.125   0.32244435 8e+06 1.182450e+04
## 1232  0.144628325  1.09  1.09   0.2 0.125   4.51526037 8e+06 1.820894e+04
## 1233  0.377871795  1.09  1.09   0.2 0.125   0.48402182 8e+06 3.084573e+03
## 1234  0.064551357  1.09  1.09   0.2 0.125   5.63569712 8e+06 3.447970e+03
## 1235  0.373573619  1.09  1.09   0.2 0.125   0.46227175 8e+06 7.345468e+03
## 1236  0.115255582  1.09  1.09   0.2 0.125   5.25967236 8e+06 1.128088e+04
## 1237  0.164848193  1.09  1.09   0.2 0.125   0.43941695 8e+06 1.873683e+04
## 1238  0.190656306  1.09  1.09   0.2 0.125  10.81244360 8e+06 2.730036e+04
## 1239  0.114185089  1.09  1.09   0.2 0.125   0.68512323 8e+06 1.732188e+04
## 1240  0.738323939  1.09  1.09   0.2 0.125   1.98313923 8e+06 3.055604e+04
## 1241  0.372689086  1.09  1.09   0.2 0.125   0.44855983 8e+06 1.488541e+04
## 1242  0.194724907  1.09  1.09   0.2 0.125   6.40017009 8e+06 1.950934e+04
## 1243  0.186818504  1.09  1.09   0.2 0.125   0.76146542 8e+06 1.927034e+02
## 1244  0.568781966  1.09  1.09   0.2 0.125   2.51615696 8e+06 1.618604e+02
## 1245  0.241012689  1.09  1.09   0.2 0.125   0.29455818 8e+06 4.683931e+03
## 1246  0.152951445  1.09  1.09   0.2 0.125   6.16793636 8e+06 8.465585e+03
## 1247  0.240872828  1.09  1.09   0.2 0.125   0.23158578 8e+06 1.604338e+04
## 1248  0.132971945  1.09  1.09   0.2 0.125   3.87694583 8e+06 2.728500e+04
## 1249  0.377686166  1.09  1.09   0.2 0.125   0.40440011 8e+06 4.492491e+03
## 1250  0.624128973  1.09  1.09   0.2 0.125   3.29898901 8e+06 6.380477e+03
## 1251  0.088829776  1.09  1.09   0.2 0.125   0.77249202 8e+06 4.152413e+03
## 1252  0.072553288  1.09  1.09   0.2 0.125   2.62723204 8e+06 6.474881e+03
## 1253  0.061395101  1.09  1.09   0.2 0.125   0.42782309 8e+06 1.951941e+03
## 1254  0.046160804  1.09  1.09   0.2 0.125   3.79061110 8e+06 1.648405e+03
## 1255  0.265917902  1.09  1.09   0.2 0.125   0.83670430 8e+06 1.106726e+04
## 1256  0.123370064  1.09  1.09   0.2 0.125  13.20049490 8e+06 2.014978e+04
## 1257  0.323269401  1.09  1.09   0.2 0.125   0.87298450 8e+06 1.231987e+04
## 1258  0.134438800  1.09  1.09   0.2 0.125   4.25818149 8e+06 2.320004e+04
## 1259  0.227789370  1.09  1.09   0.2 0.125   0.82672347 8e+06 1.088566e+04
## 1260  0.123647011  1.09  1.09   0.2 0.125   4.43259972 8e+06 1.682937e+04
## 1261  0.312126375  1.09  1.09   0.2 0.125   0.79916490 8e+06 3.760946e+03
## 1262  0.121011681  1.09  1.09   0.2 0.125   5.12355921 8e+06 4.822954e+03
## 1263  0.129076046  1.09  1.09   0.2 0.125   0.26039599 8e+06 6.748529e+02
## 1264  0.614688097  1.09  1.09   0.2 0.125   1.79556855 8e+06 6.262844e+02
## 1265  0.329711652  1.09  1.09   0.2 0.125   0.65472828 8e+06 1.174669e+04
## 1266  0.746383363  1.09  1.09   0.2 0.125   1.04103225 8e+06 2.232630e+04
## 1267  0.075848911  1.09  1.09   0.2 0.125   0.96827954 8e+06 1.806213e+04
## 1268  0.581527124  1.09  1.09   0.2 0.125   1.63689496 8e+06 3.218005e+04
## 1269  0.340876591  1.09  1.09   0.2 0.125   0.97965022 8e+06 1.438604e+04
## 1270  0.569139030  1.09  1.09   0.2 0.125   3.04108083 8e+06 2.943090e+04
## 1271  0.108141185  1.09  1.09   0.2 0.125   0.86454416 8e+06 8.615268e+02
## 1272  0.048582055  1.09  1.09   0.2 0.125  10.08704530 8e+06 9.489481e+02
## 1273  0.205269753  1.09  1.09   0.2 0.125   0.33202742 8e+06 1.987236e+03
## 1274  0.491192657  1.09  1.09   0.2 0.125  12.47767419 8e+06 2.221754e+03
## 1275  0.074616130  1.09  1.09   0.2 0.125   0.28891919 8e+06 1.512943e+04
## 1276  0.188515474  1.09  1.09   0.2 0.125  12.82172553 8e+06 2.708347e+04
## 1277  0.375252103  1.09  1.09   0.2 0.125   0.29570722 8e+06 1.542488e+04
## 1278  0.189814860  1.09  1.09   0.2 0.125   6.80956380 8e+06 2.376186e+04
## 1279  0.296677191  1.09  1.09   0.2 0.125   0.63852235 8e+06 4.164319e+03
## 1280  0.108730609  1.09  1.09   0.2 0.125   3.81385986 8e+06 8.660412e+03
## 1281  0.336210834  1.09  1.09   0.2 0.125   0.91538005 8e+06 1.819439e+04
## 1282  0.671951694  1.09  1.09   0.2 0.125   1.98399050 8e+06 3.731629e+04
## 1283  0.309967335  1.09  1.09   0.2 0.125   0.74478133 8e+06 1.567399e+04
## 1284  0.201319429  1.09  1.09   0.2 0.125   6.97523280 8e+06 2.672612e+04
## 1285  0.302029613  1.09  1.09   0.2 0.125   0.48903765 8e+06 8.112219e+03
## 1286  0.053593723  1.09  1.09   0.2 0.125   4.01881743 8e+06 7.415227e+03
## 1287  0.061408415  1.09  1.09   0.2 0.125   0.97887806 8e+06 1.572996e+04
## 1288  0.132127032  1.09  1.09   0.2 0.125   4.40912427 8e+06 2.387568e+04
## 1289  0.261520868  1.09  1.09   0.2 0.125   0.28770459 8e+06 8.675870e+02
## 1290  0.110073943  1.09  1.09   0.2 0.125   4.21619532 8e+06 1.344024e+03
## 1291  0.349888713  1.09  1.09   0.2 0.125   0.34063143 8e+06 2.417657e+03
## 1292  0.051269198  1.09  1.09   0.2 0.125  23.39405024 8e+06 3.682859e+03
## 1293  0.166754345  1.09  1.09   0.2 0.125   0.58113499 8e+06 3.896466e+03
## 1294  0.677403920  1.09  1.09   0.2 0.125   1.95236741 8e+06 5.767206e+03
## 1295  0.068727620  1.09  1.09   0.2 0.125   0.23123969 8e+06 3.605590e+03
## 1296  0.112335614  1.09  1.09   0.2 0.125  21.40888048 8e+06 5.408081e+03
## 1297  0.190873341  1.09  1.09   0.2 0.125   0.81910934 8e+06 9.681988e+03
## 1298  0.183083123  1.09  1.09   0.2 0.125   5.21794200 8e+06 1.789647e+04
## 1299  0.208348875  1.09  1.09   0.2 0.125   0.26632329 8e+06 1.594140e+04
## 1300  0.137767753  1.09  1.09   0.2 0.125  13.11527783 8e+06 2.580161e+04
## 1301  0.147289330  1.09  1.09   0.2 0.125   0.86681819 8e+06 9.848620e+03
## 1302  0.129729105  1.09  1.09   0.2 0.125  10.41279372 8e+06 1.569765e+04
## 1303  0.126102976  1.09  1.09   0.2 0.125   0.33363927 8e+06 1.615829e+04
## 1304  0.608628730  1.09  1.09   0.2 0.125   2.30451992 8e+06 3.128997e+04
## 1305  0.368617263  1.09  1.09   0.2 0.125   0.77046172 8e+06 8.948654e+03
## 1306  0.127541037  1.09  1.09   0.2 0.125  10.60555642 8e+06 1.592118e+04
## 1307  0.258462484  1.09  1.09   0.2 0.125   0.79219390 8e+06 1.347147e+04
## 1308  0.127262095  1.09  1.09   0.2 0.125   9.14793834 8e+06 2.018460e+04
## 1309  0.387762361  1.09  1.09   0.2 0.125   0.94905310 8e+06 9.721381e+03
## 1310  0.155648358  1.09  1.09   0.2 0.125  18.07712860 8e+06 1.648970e+04
## 1311  0.284669254  1.09  1.09   0.2 0.125   0.72360403 8e+06 1.801352e+04
## 1312  0.182028414  1.09  1.09   0.2 0.125   3.91650494 8e+06 2.995383e+04
## 1313  0.238765333  1.09  1.09   0.2 0.125   0.33510020 8e+06 4.987486e+03
## 1314  0.047567369  1.09  1.09   0.2 0.125  13.03326579 8e+06 6.076185e+03
## 1315  0.300387620  1.09  1.09   0.2 0.125   0.25977100 8e+06 1.087647e+04
## 1316  0.560785875  1.09  1.09   0.2 0.125   1.38613272 8e+06 1.801666e+04
## 1317  0.269783123  1.09  1.09   0.2 0.125   0.67893520 8e+06 9.894448e+03
## 1318  0.132811782  1.09  1.09   0.2 0.125   6.40137820 8e+06 1.470783e+04
## 1319  0.363480623  1.09  1.09   0.2 0.125   0.28070259 8e+06 9.047380e+03
## 1320  0.101131879  1.09  1.09   0.2 0.125   2.73077488 8e+06 9.603256e+03
## 1321  0.123397628  1.09  1.09   0.2 0.125   0.21567887 8e+06 9.871004e+03
## 1322  0.130290187  1.09  1.09   0.2 0.125   7.71307230 8e+06 1.575485e+04
## 1323  0.289350932  1.09  1.09   0.2 0.125   0.40985041 8e+06 6.897404e+03
## 1324  0.516869461  1.09  1.09   0.2 0.125   2.74079261 8e+06 1.198950e+04
## 1325  0.214643101  1.09  1.09   0.2 0.125   0.86005716 8e+06 5.792977e+03
## 1326  0.116736140  1.09  1.09   0.2 0.125   5.83718307 8e+06 1.098548e+04
## 1327  0.290313422  1.09  1.09   0.2 0.125   0.88883353 8e+06 1.408692e+04
## 1328  0.362573948  1.09  1.09   0.2 0.125   5.62691180 8e+06 1.399738e+04
## 1329  0.099127260  1.09  1.09   0.2 0.125   0.93770790 8e+06 5.270861e+03
## 1330  0.135961524  1.09  1.09   0.2 0.125   5.24444367 8e+06 8.349066e+03
## 1331  0.272849330  1.09  1.09   0.2 0.125   0.32780369 8e+06 2.020333e+03
## 1332  0.124575129  1.09  1.09   0.2 0.125   8.72737120 8e+06 3.911376e+03
## 1333  0.105667817  1.09  1.09   0.2 0.125   0.29961052 8e+06 1.082027e+04
## 1334  0.118720760  1.09  1.09   0.2 0.125   6.86241968 8e+06 1.691782e+04
## 1335  0.127802162  1.09  1.09   0.2 0.125   0.54352438 8e+06 1.794796e+03
## 1336  0.842614850  1.09  1.09   0.2 0.125   0.86574492 8e+06 4.395452e+03
## 1337  0.375471646  1.09  1.09   0.2 0.125   0.82670099 8e+06 4.036204e+03
## 1338  0.112648556  1.09  1.09   0.2 0.125   6.83447495 8e+06 5.096140e+03
## 1339  0.291407206  1.09  1.09   0.2 0.125   0.40749789 8e+06 4.988141e+03
## 1340  0.147416123  1.09  1.09   0.2 0.125   2.40874291 8e+06 9.467805e+03
## 1341  0.114671671  1.09  1.09   0.2 0.125   0.59154274 8e+06 1.644984e+04
## 1342  0.183066759  1.09  1.09   0.2 0.125   6.99740658 8e+06 2.195050e+04
## 1343  0.097128219  1.09  1.09   0.2 0.125   0.52191176 8e+06 4.908473e+03
## 1344  0.575455363  1.09  1.09   0.2 0.125   1.26238638 8e+06 6.447424e+03
## 1345  0.116974386  1.09  1.09   0.2 0.125   0.69559656 8e+06 1.909002e+03
## 1346  0.082877301  1.09  1.09   0.2 0.125   6.65028271 8e+06 2.699713e+03
## 1347  0.260959878  1.09  1.09   0.2 0.125   0.94709944 8e+06 6.119402e+03
## 1348  0.103460768  1.09  1.09   0.2 0.125   2.50581546 8e+06 1.005914e+04
## 1349  0.216399591  1.09  1.09   0.2 0.125   0.48572948 8e+06 1.477828e+04
## 1350  0.123235114  1.09  1.09   0.2 0.125  10.33674687 8e+06 2.815825e+04
## 1351  0.334394620  1.09  1.09   0.2 0.125   0.95308189 8e+06 6.268202e+03
## 1352  0.159814012  1.09  1.09   0.2 0.125   7.65034334 8e+06 1.020945e+04
## 1353  0.247767421  1.09  1.09   0.2 0.125   0.35020647 8e+06 1.828536e+04
## 1354  0.181383986  1.09  1.09   0.2 0.125   9.42409211 8e+06 2.772594e+04
## 1355  0.299435916  1.09  1.09   0.2 0.125   0.82869453 8e+06 7.218020e+03
## 1356  0.157569208  1.09  1.09   0.2 0.125  14.99268783 8e+06 1.110475e+04
## 1357  0.295849038  1.09  1.09   0.2 0.125   0.36829349 8e+06 1.143959e+04
## 1358  0.169412542  1.09  1.09   0.2 0.125   6.50823431 8e+06 2.025079e+04
## 1359  0.342965577  1.09  1.09   0.2 0.125   0.35518491 8e+06 1.224085e+04
## 1360  0.138581668  1.09  1.09   0.2 0.125   8.38274417 8e+06 1.896823e+04
## 1361  0.061805685  1.09  1.09   0.2 0.125   0.66040763 8e+06 1.695558e+04
## 1362  0.176514068  1.09  1.09   0.2 0.125   3.40028684 8e+06 3.035193e+04
## 1363  0.280000574  1.09  1.09   0.2 0.125   0.70405979 8e+06 6.230202e+03
## 1364  0.610478532  1.09  1.09   0.2 0.125   3.24263629 8e+06 7.490064e+03
## 1365  0.111592366  1.09  1.09   0.2 0.125   0.35080244 8e+06 3.792926e+03
## 1366  0.058971355  1.09  1.09   0.2 0.125   4.55803583 8e+06 5.422849e+03
## 1367  0.052785997  1.09  1.09   0.2 0.125   0.72858602 8e+06 3.697435e+03
## 1368  0.135742500  1.09  1.09   0.2 0.125   7.06000465 8e+06 6.368006e+03
## 1369  0.353769233  1.09  1.09   0.2 0.125   0.59091413 8e+06 9.862293e+03
## 1370  0.205743145  1.09  1.09   0.2 0.125   6.94105464 8e+06 1.088856e+04
## 1371  0.267397082  1.09  1.09   0.2 0.125   0.90119592 8e+06 1.590934e+04
## 1372  0.164658768  1.09  1.09   0.2 0.125   3.57639646 8e+06 2.405061e+04
## 1373  0.184827399  1.09  1.09   0.2 0.125   0.95410730 8e+06 1.206826e+04
## 1374  0.141095217  1.09  1.09   0.2 0.125  11.53561887 8e+06 1.733481e+04
## 1375  0.374539988  1.09  1.09   0.2 0.125   0.66890174 8e+06 1.039411e+04
## 1376  0.156291120  1.09  1.09   0.2 0.125   8.52791569 8e+06 1.426214e+04
## 1377  0.391852850  1.09  1.09   0.2 0.125   0.50976210 8e+06 1.946937e+04
## 1378  0.177684797  1.09  1.09   0.2 0.125   7.03057676 8e+06 2.572152e+04
## 1379  0.070083344  1.09  1.09   0.2 0.125   0.71665531 8e+06 8.878451e+03
## 1380  0.133191163  1.09  1.09   0.2 0.125   7.99124770 8e+06 9.646706e+03
## 1381  0.294819055  1.09  1.09   0.2 0.125   0.40881793 8e+06 4.998503e+03
## 1382  0.116388247  1.09  1.09   0.2 0.125  29.08030292 8e+06 9.811133e+03
## 1383  0.069896937  1.09  1.09   0.2 0.125   0.28518397 8e+06 1.214122e+04
## 1384  0.108094735  1.09  1.09   0.2 0.125   7.42251827 8e+06 1.543685e+04
## 1385  0.206883493  1.09  1.09   0.2 0.125   0.90395333 8e+06 2.349137e+03
## 1386  0.078074848  1.09  1.09   0.2 0.125   5.66983877 8e+06 2.834332e+03
## 1387  0.262119662  1.09  1.09   0.2 0.125   0.61606678 8e+06 1.975986e+04
## 1388  0.544755950  1.09  1.09   0.2 0.125   1.76888080 8e+06 2.795037e+04
## 1389  0.386093493  1.09  1.09   0.2 0.125   0.66251525 8e+06 2.972249e+03
## 1390  0.132415461  1.09  1.09   0.2 0.125   4.72486382 8e+06 5.618727e+03
## 1391  0.191840082  1.09  1.09   0.2 0.125   0.72799831 8e+06 8.707124e+01
## 1392  0.045617312  1.09  1.09   0.2 0.125   5.01750383 8e+06 8.078551e+01
## 1393  0.144954622  1.09  1.09   0.2 0.125   0.97742917 8e+06 8.392826e+03
## 1394  0.153002930  1.09  1.09   0.2 0.125   5.54039337 8e+06 1.381059e+04
## 1395  0.340887767  1.09  1.09   0.2 0.125   0.56057408 8e+06 1.489143e+04
## 1396  0.568140261  1.09  1.09   0.2 0.125   2.96517476 8e+06 2.896303e+04
## 1397  0.090053721  1.09  1.09   0.2 0.125   0.41410534 8e+06 1.260332e+04
## 1398  0.171567759  1.09  1.09   0.2 0.125   6.91289615 8e+06 1.432314e+04
## 1399  0.312737558  1.09  1.09   0.2 0.125   0.48655932 8e+06 5.135738e+03
## 1400  0.660550326  1.09  1.09   0.2 0.125   1.89594934 8e+06 9.454777e+03
## 1401  0.350401950  1.09  1.09   0.2 0.125   0.61264720 8e+06 7.178548e+03
## 1402  0.083804516  1.09  1.09   0.2 0.125   5.25964899 8e+06 1.098538e+04
## 1403  0.073857932  1.09  1.09   0.2 0.125   0.58769036 8e+06 1.600201e+04
## 1404  0.197143693  1.09  1.09   0.2 0.125   1.04549066 8e+06 1.670082e+04
## 1405  0.131546494  1.09  1.09   0.2 0.125   0.39983077 8e+06 2.222684e+03
## 1406  0.293146224  1.09  1.09   0.2 0.125   0.16747537 8e+06 2.382191e+03
## 1407  0.084363348  1.09  1.09   0.2 0.125   0.64678210 8e+06 1.102933e+04
## 1408  0.173265416  1.09  1.09   0.2 0.125  25.93095938 8e+06 1.287775e+04
## 1409  0.395327089  1.09  1.09   0.2 0.125   0.81974227 8e+06 1.367682e+04
## 1410  0.192040925  1.09  1.09   0.2 0.125   3.54989048 8e+06 1.704471e+04
## 1411  0.154005280  1.09  1.09   0.2 0.125   0.39746067 8e+06 4.877959e+03
## 1412  0.545679404  1.09  1.09   0.2 0.125   2.04985336 8e+06 7.366537e+03
## 1413  0.250813847  1.09  1.09   0.2 0.125   0.73257497 8e+06 1.675495e+04
## 1414  0.079744818  1.09  1.09   0.2 0.125   0.61273475 8e+06 1.916845e+04
## 1415  0.397575972  1.09  1.09   0.2 0.125   0.36353074 8e+06 1.518922e+04
## 1416  0.128313055  1.09  1.09   0.2 0.125   2.05714190 8e+06 1.561821e+04
## 1417  0.211144831  1.09  1.09   0.2 0.125   0.75655920 8e+06 8.276848e+03
## 1418  0.541355434  1.09  1.09   0.2 0.125   1.26657165 8e+06 7.390409e+03
## 1419  0.294444392  1.09  1.09   0.2 0.125   0.35727068 8e+06 8.611158e+03
## 1420  0.132067702  1.09  1.09   0.2 0.125   5.14340584 8e+06 1.412115e+04
## 1421  0.225962239  1.09  1.09   0.2 0.125   0.71349136 8e+06 1.439942e+04
## 1422  0.108081345  1.09  1.09   0.2 0.125  10.27487730 8e+06 2.150744e+04
## 1423  0.180051073  1.09  1.09   0.2 0.125   0.50760557 8e+06 1.803741e+04
## 1424  0.663315618  1.09  1.09   0.2 0.125   5.44761258 8e+06 2.535629e+04
## 1425  0.130746911  1.09  1.09   0.2 0.125   0.54485829 8e+06 4.615238e+03
## 1426  0.546045495  1.09  1.09   0.2 0.125  19.61177334 8e+06 5.677164e+03
## 1427  0.173435408  1.09  1.09   0.2 0.125   0.74227132 8e+06 1.741021e+04
## 1428  0.190830344  1.09  1.09   0.2 0.125   4.02983198 8e+06 2.592725e+04
## 1429  0.227121251  1.09  1.09   0.2 0.125   0.93946821 8e+06 1.038530e+04
## 1430  0.120350892  1.09  1.09   0.2 0.125  18.13581954 8e+06 1.466729e+04
## 1431  0.330410687  1.09  1.09   0.2 0.125   0.84762873 8e+06 1.212221e+04
## 1432  0.572725729  1.09  1.09   0.2 0.125   1.16385741 8e+06 2.165607e+04
## 1433  0.178307227  1.09  1.09   0.2 0.125   0.80254432 8e+06 1.665054e+04
## 1434  0.162623448  1.09  1.09   0.2 0.125  17.87331165 8e+06 2.688294e+04
## 1435  0.129578895  1.09  1.09   0.2 0.125   0.36490543 8e+06 1.199296e+04
## 1436  0.526424379  1.09  1.09   0.2 0.125   1.62243432 8e+06 1.558198e+04
## 1437  0.323921387  1.09  1.09   0.2 0.125   0.38990116 8e+06 5.829907e+03
## 1438  0.205292787  1.09  1.09   0.2 0.125  31.04177919 8e+06 9.639181e+03
## 1439  0.189620585  1.09  1.09   0.2 0.125   0.33823136 8e+06 1.073696e+04
## 1440  0.200046275  1.09  1.09   0.2 0.125  45.03799974 8e+06 9.838027e+03
## 1441  0.097224111  1.09  1.09   0.2 0.125   0.51999055 8e+06 4.054476e+03
## 1442  0.126908656  1.09  1.09   0.2 0.125   2.77534025 8e+06 6.229181e+03
## 1443  0.107034267  1.09  1.09   0.2 0.125   0.21370712 8e+06 5.144861e+03
## 1444  0.109520670  1.09  1.09   0.2 0.125   3.94868477 8e+06 8.710489e+03
## 1445  0.145754517  1.09  1.09   0.2 0.125   0.71879545 8e+06 1.947936e+04
## 1446  0.560728782  1.09  1.09   0.2 0.125   1.62077164 8e+06 2.730407e+04
## 1447  0.351842281  1.09  1.09   0.2 0.125   0.51345792 8e+06 1.482212e+04
## 1448  0.585602503  1.09  1.09   0.2 0.125   1.19902562 8e+06 2.408937e+04
## 1449  0.273605707  1.09  1.09   0.2 0.125   0.39996383 8e+06 1.917267e+04
## 1450  0.148846123  1.09  1.09   0.2 0.125   3.40390954 8e+06 2.901379e+04
## 1451  0.074250746  1.09  1.09   0.2 0.125   0.95368207 8e+06 8.990316e+03
## 1452  0.156949437  1.09  1.09   0.2 0.125   7.21759479 8e+06 1.265519e+04
## 1453  0.264256906  1.09  1.09   0.2 0.125   0.85996207 8e+06 1.352967e+04
## 1454  0.133064003  1.09  1.09   0.2 0.125   4.64921537 8e+06 2.756880e+04
## 1455  0.282574344  1.09  1.09   0.2 0.125   0.91783848 8e+06 2.106504e+03
## 1456  0.134832623  1.09  1.09   0.2 0.125   3.08094335 8e+06 4.124347e+03
## 1457  0.179334486  1.09  1.09   0.2 0.125   0.98718752 8e+06 1.411170e+04
## 1458  0.138706615  1.09  1.09   0.2 0.125   7.45581751 8e+06 2.780319e+04
## 1459  0.136864744  1.09  1.09   0.2 0.125   0.56446024 8e+06 9.645044e+03
## 1460  0.508894914  1.09  1.09   0.2 0.125   1.23729827 8e+06 1.801472e+04
## 1461  0.287444199  1.09  1.09   0.2 0.125   0.43664947 8e+06 8.617614e+03
## 1462  0.125548759  1.09  1.09   0.2 0.125  14.02480239 8e+06 1.474577e+04
## 1463  0.121733835  1.09  1.09   0.2 0.125   0.61520442 8e+06 1.012352e+04
## 1464  0.156605467  1.09  1.09   0.2 0.125   4.51059593 8e+06 1.409439e+04
## 1465  0.105176617  1.09  1.09   0.2 0.125   0.79720314 8e+06 6.086540e+03
## 1466  0.108060378  1.09  1.09   0.2 0.125   6.08282592 8e+06 8.451955e+03
## 1467  0.216746422  1.09  1.09   0.2 0.125   0.84060985 8e+06 6.333608e+03
## 1468  0.109659241  1.09  1.09   0.2 0.125   2.35492085 8e+06 8.403452e+03
## 1469  0.294920109  1.09  1.09   0.2 0.125   0.68775794 8e+06 1.537307e+04
## 1470  0.128741268  1.09  1.09   0.2 0.125  19.92505669 8e+06 2.783935e+04
## 1471  0.118190067  1.09  1.09   0.2 0.125   0.25532057 8e+06 1.580496e+04
## 1472  0.130237293  1.09  1.09   0.2 0.125   4.86280080 8e+06 2.653523e+04
## 1473  0.178186363  1.09  1.09   0.2 0.125   0.80911262 8e+06 1.242508e+04
## 1474  0.143956960  1.09  1.09   0.2 0.125   4.08143246 8e+06 2.306786e+04
## 1475  0.251925124  1.09  1.09   0.2 0.125   0.22769570 8e+06 8.104202e+03
## 1476  0.074724723  1.09  1.09   0.2 0.125   4.24668630 8e+06 1.098418e+04
## 1477  0.104446787  1.09  1.09   0.2 0.125   0.52279851 8e+06 1.158541e+04
## 1478  0.201202594  1.09  1.09   0.2 0.125  10.41711070 8e+06 1.103770e+04
## 1479  0.238395557  1.09  1.09   0.2 0.125   0.70088347 8e+06 5.480310e+03
## 1480  0.120714366  1.09  1.09   0.2 0.125   5.21584373 8e+06 1.028622e+04
## 1481  0.251251191  1.09  1.09   0.2 0.125   0.20424004 8e+06 3.123863e+03
## 1482  0.045589806  1.09  1.09   0.2 0.125   4.00377867 8e+06 3.848827e+03
## 1483  0.190670657  1.09  1.09   0.2 0.125   0.74060822 8e+06 1.270286e+04
## 1484  0.190253839  1.09  1.09   0.2 0.125  10.02915613 8e+06 1.204260e+04
## 1485  0.097301525  1.09  1.09   0.2 0.125   0.21402505 8e+06 8.616404e+03
## 1486  0.031161790  1.09  1.09   0.2 0.125   0.56810683 8e+06 1.281718e+04
## 1487  0.304733377  1.09  1.09   0.2 0.125   0.86274445 8e+06 1.295145e+04
## 1488  0.616149851  1.09  1.09   0.2 0.125   2.57481375 8e+06 2.712809e+04
## 1489  0.292290592  1.09  1.09   0.2 0.125   0.34917726 8e+06 1.091817e+04
## 1490  0.121476407  1.09  1.09   0.2 0.125   6.83196345 8e+06 2.409364e+04
## 1491  0.286846803  1.09  1.09   0.2 0.125   0.77705424 8e+06 9.224732e+03
## 1492  0.675816339  1.09  1.09   0.2 0.125   9.44780810 8e+06 1.361220e+04
## 1493  0.135117962  1.09  1.09   0.2 0.125   0.49804554 8e+06 9.426194e+03
## 1494  0.130100041  1.09  1.09   0.2 0.125   8.33550596 8e+06 2.032941e+04
## 1495  0.202468826  1.09  1.09   0.2 0.125   0.87395501 8e+06 1.277064e+04
## 1496  0.130006624  1.09  1.09   0.2 0.125   3.17442072 8e+06 1.447942e+04
## 1497  0.389285220  1.09  1.09   0.2 0.125   0.21243433 8e+06 1.227846e+04
## 1498  0.552530318  1.09  1.09   0.2 0.125   1.24516955 8e+06 2.018767e+04
## 1499  0.098031255  1.09  1.09   0.2 0.125   0.40181426 8e+06 1.481165e+04
## 1500  0.779010731  1.09  1.09   0.2 0.125   4.12345935 8e+06 1.874375e+04
## 1501  0.210363228  1.09  1.09   0.2 0.125   0.69242729 8e+06 1.238896e+04
## 1502  0.127853645  1.09  1.09   0.2 0.125   3.76264665 8e+06 1.993220e+04
## 1503  0.065213747  1.09  1.09   0.2 0.125   0.94508128 8e+06 1.184489e+04
## 1504  0.128811704  1.09  1.09   0.2 0.125   6.33277651 8e+06 2.051826e+04
## 1505  0.310747466  1.09  1.09   0.2 0.125   0.51502303 8e+06 5.844154e+03
## 1506  0.132324516  1.09  1.09   0.2 0.125   5.00206783 8e+06 9.310411e+03
## 1507  0.398401630  1.09  1.09   0.2 0.125   0.61214239 8e+06 5.593134e+03
## 1508  0.142175294  1.09  1.09   0.2 0.125  17.52417374 8e+06 1.100125e+04
## 1509  0.289980443  1.09  1.09   0.2 0.125   0.27639194 8e+06 7.673859e+03
## 1510  0.040867144  1.09  1.09   0.2 0.125   2.68542568 8e+06 1.096513e+04
## 1511  0.203766280  1.09  1.09   0.2 0.125   0.33325855 8e+06 5.943710e+03
## 1512  0.051270026  1.09  1.09   0.2 0.125   6.04977273 8e+06 6.248243e+03
## 1513  0.149675135  1.09  1.09   0.2 0.125   0.21629371 8e+06 3.594236e+03
## 1514  0.595251333  1.09  1.09   0.2 0.125   5.00067604 8e+06 7.150692e+03
## 1515  0.338547952  1.09  1.09   0.2 0.125   0.69932640 8e+06 1.089949e+04
## 1516  0.311678436  1.09  1.09   0.2 0.125   4.81427557 8e+06 9.472525e+03
## 1517  0.155667206  1.09  1.09   0.2 0.125   0.42954251 8e+06 1.298335e+04
## 1518  0.133695140  1.09  1.09   0.2 0.125   8.83122726 8e+06 2.695173e+04
## 1519  0.278319377  1.09  1.09   0.2 0.125   0.42992444 8e+06 4.105759e+03
## 1520  0.057177243  1.09  1.09   0.2 0.125  12.59480420 8e+06 4.892574e+03
## 1521  0.137947664  1.09  1.09   0.2 0.125   0.75549352 8e+06 1.719701e+04
## 1522  0.142258367  1.09  1.09   0.2 0.125   4.07478149 8e+06 3.213138e+04
## 1523  0.207185564  1.09  1.09   0.2 0.125   0.20966031 8e+06 9.345619e+03
## 1524  0.133226869  1.09  1.09   0.2 0.125   4.39012856 8e+06 1.493562e+04
## 1525  0.215838963  1.09  1.09   0.2 0.125   0.36004862 8e+06 1.294167e+04
## 1526  0.562719281  1.09  1.09   0.2 0.125   1.57311512 8e+06 2.243208e+04
## 1527  0.387375251  1.09  1.09   0.2 0.125   0.98066483 8e+06 1.410942e+04
## 1528  0.657939264  1.09  1.09   0.2 0.125  12.18821857 8e+06 2.918854e+04
## 1529  0.376196781  1.09  1.09   0.2 0.125   0.63712712 8e+06 1.330029e+04
## 1530  0.142277215  1.09  1.09   0.2 0.125   3.55174575 8e+06 2.688367e+04
## 1531  0.355947911  1.09  1.09   0.2 0.125   0.62284169 8e+06 2.199242e+03
## 1532  0.103696501  1.09  1.09   0.2 0.125   2.39224297 8e+06 2.525091e+03
## 1533  0.254161534  1.09  1.09   0.2 0.125   0.79951689 8e+06 1.735983e+03
## 1534  0.102531267  1.09  1.09   0.2 0.125   4.24442473 8e+06 2.339282e+03
## 1535  0.285876200  1.09  1.09   0.2 0.125   0.67880296 8e+06 9.718897e+03
## 1536  0.595730477  1.09  1.09   0.2 0.125   1.83550341 8e+06 1.981776e+04
## 1537  0.101830893  1.09  1.09   0.2 0.125   0.44823917 8e+06 1.247492e+03
## 1538  0.066120337  1.09  1.09   0.2 0.125   3.60850207 8e+06 1.576850e+03
## 1539  0.244796534  1.09  1.09   0.2 0.125   0.52584488 8e+06 4.213674e+03
## 1540  0.103219941  1.09  1.09   0.2 0.125  12.52142474 8e+06 6.762376e+03
## 1541  0.290711893  1.09  1.09   0.2 0.125   0.66732330 8e+06 1.198798e+04
## 1542  0.191238459  1.09  1.09   0.2 0.125  10.37807272 8e+06 1.748617e+04
## 1543  0.312939638  1.09  1.09   0.2 0.125   0.53454026 8e+06 1.468505e+04
## 1544  0.165426726  1.09  1.09   0.2 0.125   6.37691041 8e+06 2.016821e+04
## 1545  0.358356706  1.09  1.09   0.2 0.125   0.94323039 8e+06 8.179314e+03
## 1546  0.213470926  1.09  1.09   0.2 0.125  10.19267934 8e+06 9.766925e+03
## 1547  0.325438861  1.09  1.09   0.2 0.125   0.83796347 8e+06 1.448849e+04
## 1548  0.132976507  1.09  1.09   0.2 0.125   7.30080149 8e+06 2.416211e+04
## 1549  0.170511178  1.09  1.09   0.2 0.125   0.68180995 8e+06 1.069629e+04
## 1550  0.096136351  1.09  1.09   0.2 0.125   3.81485543 8e+06 1.578716e+04
## 1551  0.124990918  1.09  1.09   0.2 0.125   0.36902557 8e+06 1.034975e+04
## 1552  0.082753926  1.09  1.09   0.2 0.125   1.96066482 8e+06 9.030241e+03
## 1553  0.056746295  1.09  1.09   0.2 0.125   0.22908465 8e+06 1.008773e+04
## 1554  0.581127494  1.09  1.09   0.2 0.125   2.13376998 8e+06 1.653290e+04
## 1555  0.224697841  1.09  1.09   0.2 0.125   0.47106703 8e+06 1.081047e+04
## 1556  0.106934539  1.09  1.09   0.2 0.125   5.28658921 8e+06 1.326062e+04
## 1557  0.214205472  1.09  1.09   0.2 0.125   0.46918428 8e+06 1.088466e+04
## 1558  0.111742438  1.09  1.09   0.2 0.125   2.98925718 8e+06 1.907963e+04
## 1559  0.220008399  1.09  1.09   0.2 0.125   0.66821910 8e+06 1.882828e+04
## 1560  0.207033758  1.09  1.09   0.2 0.125  21.12940964 8e+06 2.329783e+04
## 1561  0.227225335  1.09  1.09   0.2 0.125   0.40713521 8e+06 1.204552e+04
## 1562  0.109727063  1.09  1.09   0.2 0.125   3.19821524 8e+06 2.603087e+04
## 1563  0.101589045  1.09  1.09   0.2 0.125   0.29610464 8e+06 1.933868e+04
## 1564  0.138226798  1.09  1.09   0.2 0.125   6.34527403 8e+06 2.926206e+04
## 1565  0.256984561  1.09  1.09   0.2 0.125   0.63976670 8e+06 3.663685e+03
## 1566  0.617535565  1.09  1.09   0.2 0.125   2.66845157 8e+06 7.345386e+03
## 1567  0.383302623  1.09  1.09   0.2 0.125   0.73096261 8e+06 1.083421e+04
## 1568  0.689469534  1.09  1.09   0.2 0.125   3.42322100 8e+06 1.944370e+04
## 1569  0.384996632  1.09  1.09   0.2 0.125   0.54612247 8e+06 6.512363e+02
## 1570  0.049406054  1.09  1.09   0.2 0.125   4.42995772 8e+06 8.455057e+02
## 1571  0.106558018  1.09  1.09   0.2 0.125   0.33932057 8e+06 3.121060e+03
## 1572  0.115670266  1.09  1.09   0.2 0.125   5.40533303 8e+06 5.436904e+03
## 1573  0.200301100  1.09  1.09   0.2 0.125   0.81735768 8e+06 2.940610e+03
## 1574  0.166031495  1.09  1.09   0.2 0.125   3.16087873 8e+06 7.284374e+03
## 1575  0.313640313  1.09  1.09   0.2 0.125   0.68472731 8e+06 1.448066e+04
## 1576  0.142767610  1.09  1.09   0.2 0.125   6.68731547 8e+06 3.045429e+04
## 1577  0.074185277  1.09  1.09   0.2 0.125   0.72556661 8e+06 1.364321e+04
## 1578  0.153677600  1.09  1.09   0.2 0.125   3.70319270 8e+06 2.497158e+04
## 1579  0.129756755  1.09  1.09   0.2 0.125   0.64919277 8e+06 3.767654e+03
## 1580  0.135620225  1.09  1.09   0.2 0.125   8.59597093 8e+06 7.388622e+03
## 1581  0.372200190  1.09  1.09   0.2 0.125   0.65107209 8e+06 1.319475e+04
## 1582  0.134626082  1.09  1.09   0.2 0.125   6.90595251 8e+06 1.800056e+04
## 1583  0.260486531  1.09  1.09   0.2 0.125   0.70938161 8e+06 4.953774e+03
## 1584  0.177774577  1.09  1.09   0.2 0.125  10.34537707 8e+06 9.733364e+03
## 1585  0.111436106  1.09  1.09   0.2 0.125   0.56689417 8e+06 1.691094e+04
## 1586  0.048827491  1.09  1.09   0.2 0.125   0.08773066 8e+06 1.504953e+04
## 1587  0.326220953  1.09  1.09   0.2 0.125   0.96984578 8e+06 8.002547e+03
## 1588  0.230755237  1.09  1.09   0.2 0.125   4.62832100 8e+06 1.002980e+04
## 1589  0.348892468  1.09  1.09   0.2 0.125   0.71029229 8e+06 4.751798e+01
## 1590  0.485488667  1.09  1.09   0.2 0.125  14.26318727 8e+06 6.536849e+01
## 1591  0.063181003  1.09  1.09   0.2 0.125   0.51880720 8e+06 4.902244e+03
## 1592  0.103209124  1.09  1.09   0.2 0.125   4.06095794 8e+06 7.573568e+03
## 1593  0.342099625  1.09  1.09   0.2 0.125   0.76375001 8e+06 1.446789e+04
## 1594  0.154399530  1.09  1.09   0.2 0.125   4.11679978 8e+06 2.015616e+04
## 1595  0.264481271  1.09  1.09   0.2 0.125   0.59164211 8e+06 1.522097e+04
## 1596  0.182186477  1.09  1.09   0.2 0.125   4.23086599 8e+06 2.272836e+04
## 1597  0.332079696  1.09  1.09   0.2 0.125   0.95627767 8e+06 1.694846e+04
## 1598  0.029406246  1.09  1.09   0.2 0.125   4.83293918 8e+06 1.352839e+04
## 1599  0.150918882  1.09  1.09   0.2 0.125   0.26428050 8e+06 7.072956e+03
## 1600  0.558367004  1.09  1.09   0.2 0.125   1.35359425 8e+06 1.027494e+04
## 1601  0.383274842  1.09  1.09   0.2 0.125   0.25511664 8e+06 1.381420e+04
## 1602  0.230244587  1.09  1.09   0.2 0.125  35.01871732 8e+06 1.169859e+04
## 1603  0.238230431  1.09  1.09   0.2 0.125   0.27023956 8e+06 5.525964e+03
## 1604  0.046473407  1.09  1.09   0.2 0.125   3.78766374 8e+06 5.795592e+03
## 1605  0.372003020  1.09  1.09   0.2 0.125   0.73983414 8e+06 6.799409e+03
## 1606  0.066003352  1.09  1.09   0.2 0.125   3.78690701 8e+06 1.112760e+04
## 1607  0.083726610  1.09  1.09   0.2 0.125   0.65209913 8e+06 3.628861e+03
## 1608  0.046443426  1.09  1.09   0.2 0.125   1.55402970 8e+06 3.512778e+03
## 1609  0.066838008  1.09  1.09   0.2 0.125   0.91620078 8e+06 1.447526e+04
## 1610  0.138273472  1.09  1.09   0.2 0.125  17.34637541 8e+06 2.068651e+04
## 1611  0.389947890  1.09  1.09   0.2 0.125   0.25093707 8e+06 1.825650e+04
## 1612  0.151147677  1.09  1.09   0.2 0.125   6.57528823 8e+06 3.043282e+04
## 1613  0.236152993  1.09  1.09   0.2 0.125   0.43177979 8e+06 1.359811e+04
## 1614  0.144732565  1.09  1.09   0.2 0.125   3.85138708 8e+06 2.604040e+04
## 1615  0.095751361  1.09  1.09   0.2 0.125   0.35366314 8e+06 1.112505e+04
## 1616  0.158452742  1.09  1.09   0.2 0.125   4.93646502 8e+06 1.864937e+04
## 1617  0.359966207  1.09  1.09   0.2 0.125   0.43613142 8e+06 9.257321e+03
## 1618  0.121385641  1.09  1.09   0.2 0.125   5.90094362 8e+06 1.534004e+04
## 1619  0.084820037  1.09  1.09   0.2 0.125   0.45817739 8e+06 5.080375e+03
## 1620  0.529031198  1.09  1.09   0.2 0.125   1.64244864 8e+06 8.282650e+03
## 1621  0.308905626  1.09  1.09   0.2 0.125   0.99905408 8e+06 1.570152e+04
## 1622  0.125924232  1.09  1.09   0.2 0.125  13.62643849 8e+06 2.843721e+04
## 1623  0.184718744  1.09  1.09   0.2 0.125   0.75950683 8e+06 1.292692e+04
## 1624  0.128875437  1.09  1.09   0.2 0.125  18.03712834 8e+06 2.000540e+04
## 1625  0.248069822  1.09  1.09   0.2 0.125   0.93364358 8e+06 1.842957e+04
## 1626  0.151013191  1.09  1.09   0.2 0.125   7.04663638 8e+06 1.552770e+04
## 1627  0.243594478  1.09  1.09   0.2 0.125   0.43770245 8e+06 1.626667e+04
## 1628  0.167053226  1.09  1.09   0.2 0.125   5.30789213 8e+06 3.102135e+04
## 1629  0.386701259  1.09  1.09   0.2 0.125   0.50027277 8e+06 4.071581e+03
## 1630  0.111573732  1.09  1.09   0.2 0.125   2.99978077 8e+06 7.738167e+03
## 1631  0.188083138  1.09  1.09   0.2 0.125   0.73932911 8e+06 1.345257e+04
## 1632  0.125238813  1.09  1.09   0.2 0.125   3.93795370 8e+06 1.581694e+04
## 1633  0.334964185  1.09  1.09   0.2 0.125   0.48543215 8e+06 1.006327e+04
## 1634  0.192581893  1.09  1.09   0.2 0.125  12.65839005 8e+06 1.374632e+04
## 1635  0.157603191  1.09  1.09   0.2 0.125   0.60493751 8e+06 5.462896e+03
## 1636  0.048188605  1.09  1.09   0.2 0.125   3.44337619 8e+06 7.606289e+03
## 1637  0.229436454  1.09  1.09   0.2 0.125   0.25643430 8e+06 7.275949e+03
## 1638  0.593182071  1.09  1.09   0.2 0.125   1.10457388 8e+06 1.322570e+04
## 1639  0.200395490  1.09  1.09   0.2 0.125   0.68457704 8e+06 7.497688e+03
## 1640  0.128368562  1.09  1.09   0.2 0.125   5.17355942 8e+06 1.476571e+04
## 1641  0.307674690  1.09  1.09   0.2 0.125   0.54775839 8e+06 1.786281e+04
## 1642  0.086704313  1.09  1.09   0.2 0.125   5.11161274 8e+06 2.805853e+04
## 1643  0.198100632  1.09  1.09   0.2 0.125   0.63902156 8e+06 1.939913e+04
## 1644  0.191349384  1.09  1.09   0.2 0.125   6.15410716 8e+06 3.006747e+04
## 1645  0.196500836  1.09  1.09   0.2 0.125   0.49843353 8e+06 2.321851e+03
## 1646  0.138731383  1.09  1.09   0.2 0.125   4.83965847 8e+06 5.013228e+03
## 1647  0.144428400  1.09  1.09   0.2 0.125   0.69486713 8e+06 8.081500e+03
## 1648  0.123997450  1.09  1.09   0.2 0.125  20.79396045 8e+06 1.778068e+04
## 1649  0.214313938  1.09  1.09   0.2 0.125   0.33107201 8e+06 1.271275e+04
## 1650  0.559330580  1.09  1.09   0.2 0.125   1.09030881 8e+06 1.914046e+04
## 1651  0.091575392  1.09  1.09   0.2 0.125   0.20601778 8e+06 1.740024e+04
## 1652  0.207261403  1.09  1.09   0.2 0.125   6.85915662 8e+06 1.542939e+04
## 1653  0.251590840  1.09  1.09   0.2 0.125   0.99317217 8e+06 1.396676e+04
## 1654  0.569733129  1.09  1.09   0.2 0.125   0.92081492 8e+06 2.299088e+04
## 1655  0.386380932  1.09  1.09   0.2 0.125   0.62222779 8e+06 1.081242e+04
## 1656  0.120238262  1.09  1.09   0.2 0.125   6.15544396 8e+06 2.177106e+04
## 1657  0.176599175  1.09  1.09   0.2 0.125   0.65582487 8e+06 1.246799e+04
## 1658  0.163227495  1.09  1.09   0.2 0.125   3.90257358 8e+06 2.676178e+04
## 1659  0.133728175  1.09  1.09   0.2 0.125   0.66356563 8e+06 7.507900e+03
## 1660  0.523290027  1.09  1.09   0.2 0.125   1.17117225 8e+06 9.958120e+03
## 1661  0.210255948  1.09  1.09   0.2 0.125   0.29536718 8e+06 9.781226e+03
## 1662  0.135519457  1.09  1.09   0.2 0.125   9.21485701 8e+06 2.007211e+04
## 1663  0.063436472  1.09  1.09   0.2 0.125   0.77655224 8e+06 1.931905e+04
## 1664  0.194601294  1.09  1.09   0.2 0.125   4.04667831 8e+06 3.798306e+04
## 1665  0.107504509  1.09  1.09   0.2 0.125   0.59553995 8e+06 7.939816e+03
## 1666  0.530266890  1.09  1.09   0.2 0.125  10.75219051 8e+06 9.011923e+03
## 1667  0.218412319  1.09  1.09   0.2 0.125   0.59761676 8e+06 9.116932e+03
## 1668  0.138680074  1.09  1.09   0.2 0.125   3.34810354 8e+06 2.175275e+04
## 1669  0.230491386  1.09  1.09   0.2 0.125   0.26057101 8e+06 1.745283e+04
## 1670  0.169461682  1.09  1.09   0.2 0.125   3.37062508 8e+06 2.902127e+04
## 1671  0.265179366  1.09  1.09   0.2 0.125   0.83640630 8e+06 1.837047e+04
## 1672  0.592165178  1.09  1.09   0.2 0.125  14.92721399 8e+06 3.108331e+04
## 1673  0.210892310  1.09  1.09   0.2 0.125   0.23418427 8e+06 1.561474e+03
## 1674  0.765106326  1.09  1.09   0.2 0.125   1.21967864 8e+06 3.203282e+03
## 1675  0.215827771  1.09  1.09   0.2 0.125   0.24873025 8e+06 7.586651e+03
## 1676  0.139512876  1.09  1.09   0.2 0.125  19.16505239 8e+06 1.196714e+04
## 1677  0.267996756  1.09  1.09   0.2 0.125   0.91674373 8e+06 2.672353e+03
## 1678  0.112189430  1.09  1.09   0.2 0.125   9.69255052 8e+06 3.260802e+03
## 1679  0.132868262  1.09  1.09   0.2 0.125   0.71099527 8e+06 6.413628e+03
## 1680  0.173744886  1.09  1.09   0.2 0.125   7.28249903 8e+06 9.739884e+03
## 1681  0.387026073  1.09  1.09   0.2 0.125   0.52822536 8e+06 2.980866e+03
## 1682  0.146827818  1.09  1.09   0.2 0.125   4.90882992 8e+06 5.548428e+03
## 1683  0.079138849  1.09  1.09   0.2 0.125   0.33938052 8e+06 7.721537e+03
## 1684  0.130082919  1.09  1.09   0.2 0.125   5.39005950 8e+06 1.222717e+04
## 1685  0.343405061  1.09  1.09   0.2 0.125   0.86488703 8e+06 1.331469e+04
## 1686  0.131084681  1.09  1.09   0.2 0.125   2.81725783 8e+06 2.789698e+04
## 1687  0.277432610  1.09  1.09   0.2 0.125   0.82009435 8e+06 1.340012e+04
## 1688  0.506482510  1.09  1.09   0.2 0.125   2.04461717 8e+06 1.661812e+04
## 1689  0.383086118  1.09  1.09   0.2 0.125   0.46766302 8e+06 1.747417e+04
## 1690  0.133356750  1.09  1.09   0.2 0.125   4.91660244 8e+06 3.392562e+04
## 1691  0.058848800  1.09  1.09   0.2 0.125   0.63385437 8e+06 8.314017e+03
## 1692  0.156405109  1.09  1.09   0.2 0.125   4.65920885 8e+06 1.468750e+04
## 1693  0.324561273  1.09  1.09   0.2 0.125   0.41307401 8e+06 1.102644e+04
## 1694  0.163818947  1.09  1.09   0.2 0.125  15.91081855 8e+06 1.758200e+04
## 1695  0.324059242  1.09  1.09   0.2 0.125   0.70232685 8e+06 1.798060e+04
## 1696  0.145092078  1.09  1.09   0.2 0.125   3.62425394 8e+06 2.989971e+04
## 1697  0.290679272  1.09  1.09   0.2 0.125   0.40888601 8e+06 8.335227e+03
## 1698  0.180697598  1.09  1.09   0.2 0.125   8.90217346 8e+06 1.121171e+04
## 1699  0.085446276  1.09  1.09   0.2 0.125   0.60963760 8e+06 5.456768e+03
## 1700  0.138008997  1.09  1.09   0.2 0.125   5.40544592 8e+06 1.009578e+04
## 1701  0.078891481  1.09  1.09   0.2 0.125   0.79808295 8e+06 8.416634e+03
## 1702  0.724302922  1.09  1.09   0.2 0.125   1.83778272 8e+06 1.600322e+04
## 1703  0.209795323  1.09  1.09   0.2 0.125   0.69813899 8e+06 1.043102e+04
## 1704  0.127466371  1.09  1.09   0.2 0.125   7.04173825 8e+06 1.697393e+04
## 1705  0.362629406  1.09  1.09   0.2 0.125   0.93359651 8e+06 1.609603e+04
## 1706  0.138360470  1.09  1.09   0.2 0.125   4.70929984 8e+06 2.903891e+04
## 1707  0.276758285  1.09  1.09   0.2 0.125   0.35015742 8e+06 6.318947e+03
## 1708  0.113729064  1.09  1.09   0.2 0.125   2.57458948 8e+06 7.990784e+03
## 1709  0.367930653  1.09  1.09   0.2 0.125   0.55061136 8e+06 1.191793e+04
## 1710  0.103852264  1.09  1.09   0.2 0.125  18.04485767 8e+06 1.777418e+04
## 1711  0.074790206  1.09  1.09   0.2 0.125   0.95471483 8e+06 1.730382e+04
## 1712  0.187541744  1.09  1.09   0.2 0.125  17.61565046 8e+06 2.547879e+04
## 1713  0.333757125  1.09  1.09   0.2 0.125   0.77076700 8e+06 7.733451e+03
## 1714  0.158626138  1.09  1.09   0.2 0.125   2.32398296 8e+06 1.135611e+04
## 1715  0.178283070  1.09  1.09   0.2 0.125   0.63292716 8e+06 1.615290e+04
## 1716  0.162886153  1.09  1.09   0.2 0.125   7.44509860 8e+06 3.210302e+04
## 1717  0.345560084  1.09  1.09   0.2 0.125   0.25286556 8e+06 2.892529e+03
## 1718  0.115177903  1.09  1.09   0.2 0.125   3.68920610 8e+06 3.381353e+03
## 1719  0.089515492  1.09  1.09   0.2 0.125   0.40792504 8e+06 9.885793e+03
## 1720  0.308833824  1.09  1.09   0.2 0.125   0.63687865 8e+06 1.128272e+04
## 1721  0.326866474  1.09  1.09   0.2 0.125   0.44279963 8e+06 4.042671e+03
## 1722  0.046561271  1.09  1.09   0.2 0.125   6.98949005 8e+06 3.635287e+03
## 1723  0.148461766  1.09  1.09   0.2 0.125   0.29254462 8e+06 1.142647e+04
## 1724  0.547885494  1.09  1.09   0.2 0.125   2.44794142 8e+06 1.970348e+04
## 1725  0.231807423  1.09  1.09   0.2 0.125   0.65396216 8e+06 1.710208e+04
## 1726  0.567156322  1.09  1.09   0.2 0.125   9.78063801 8e+06 3.694570e+04
## 1727  0.371220307  1.09  1.09   0.2 0.125   0.68038250 8e+06 4.889514e+03
## 1728  0.106927677  1.09  1.09   0.2 0.125   3.85944371 8e+06 6.539181e+03
## 1729  0.240779177  1.09  1.09   0.2 0.125   0.70759692 8e+06 1.530076e+03
## 1730  0.487023185  1.09  1.09   0.2 0.125   0.96856052 8e+06 2.246276e+03
## 1731  0.247189817  1.09  1.09   0.2 0.125   0.80409560 8e+06 6.270928e+03
## 1732  0.137037578  1.09  1.09   0.2 0.125   5.46336918 8e+06 1.538968e+04
## 1733  0.264284585  1.09  1.09   0.2 0.125   0.27287367 8e+06 5.103056e+03
## 1734  0.119430277  1.09  1.09   0.2 0.125   2.78018129 8e+06 8.696678e+03
## 1735  0.052824331  1.09  1.09   0.2 0.125   0.93821246 8e+06 1.155420e+04
## 1736  0.529069651  1.09  1.09   0.2 0.125  16.61255056 8e+06 1.484398e+04
## 1737  0.073074877  1.09  1.09   0.2 0.125   0.64780890 8e+06 6.171663e+03
## 1738  0.057794158  1.09  1.09   0.2 0.125   6.23535619 8e+06 8.433658e+03
## 1739  0.221777975  1.09  1.09   0.2 0.125   0.55333362 8e+06 1.429827e+04
## 1740  0.136102038  1.09  1.09   0.2 0.125   6.71032463 8e+06 2.991152e+04
## 1741  0.122171854  1.09  1.09   0.2 0.125   0.48454306 8e+06 1.564597e+03
## 1742  0.104265119  1.09  1.09   0.2 0.125  10.31530044 8e+06 2.548420e+03
## 1743  0.060019741  1.09  1.09   0.2 0.125   0.97466273 8e+06 4.859675e+03
## 1744  0.161780408  1.09  1.09   0.2 0.125   5.06574992 8e+06 8.294266e+03
## 1745  0.243276173  1.09  1.09   0.2 0.125   0.69618426 8e+06 8.184152e+03
## 1746  0.176633713  1.09  1.09   0.2 0.125   5.78951101 8e+06 1.174557e+04
## 1747  0.310785343  1.09  1.09   0.2 0.125   0.56816311 8e+06 8.640478e+03
## 1748  0.932854213  1.09  1.09   0.2 0.125   1.89024452 8e+06 1.043617e+04
## 1749  0.211541139  1.09  1.09   0.2 0.125   0.62193968 8e+06 4.763112e+03
## 1750  0.065014834  1.09  1.09   0.2 0.125  15.46920987 8e+06 5.018593e+03
## 1751  0.186253914  1.09  1.09   0.2 0.125   0.36376319 8e+06 1.362770e+04
## 1752  0.147563470  1.09  1.09   0.2 0.125   6.34872569 8e+06 2.572614e+04
## 1753  0.134170373  1.09  1.09   0.2 0.125   0.58265303 8e+06 1.227652e+04
## 1754  0.199063776  1.09  1.09   0.2 0.125   7.02150295 8e+06 9.790733e+03
## 1755  0.160283555  1.09  1.09   0.2 0.125   0.47630377 8e+06 2.256750e+03
## 1756  0.538093641  1.09  1.09   0.2 0.125   1.31338763 8e+06 2.787388e+03
## 1757  0.132331010  1.09  1.09   0.2 0.125   0.25765383 8e+06 2.789390e+03
## 1758  0.098388677  1.09  1.09   0.2 0.125   3.45104187 8e+06 4.042090e+03
## 1759  0.236681075  1.09  1.09   0.2 0.125   0.91726387 8e+06 1.999155e+03
## 1760  0.048577609  1.09  1.09   0.2 0.125  19.31038700 8e+06 2.273715e+03
## 1761  0.223912578  1.09  1.09   0.2 0.125   0.20566448 8e+06 5.208236e+02
## 1762  0.479751114  1.09  1.09   0.2 0.125   9.25740635 8e+06 6.452658e+02
## 1763  0.338172542  1.09  1.09   0.2 0.125   0.29725958 8e+06 4.621182e+02
## 1764  0.045057815  1.09  1.09   0.2 0.125   3.47560456 8e+06 4.417125e+02
## 1765  0.121567476  1.09  1.09   0.2 0.125   0.63013018 8e+06 1.941904e+04
## 1766  0.129930155  1.09  1.09   0.2 0.125  12.28389097 8e+06 2.574180e+04
## 1767  0.162387028  1.09  1.09   0.2 0.125   0.54151084 8e+06 8.254291e+02
## 1768  0.509020249  1.09  1.09   0.2 0.125   2.15199339 8e+06 8.104848e+02
## 1769  0.210501659  1.09  1.09   0.2 0.125   0.88971109 8e+06 2.275633e+03
## 1770  0.550238563  1.09  1.09   0.2 0.125   1.75332258 8e+06 3.291340e+03
## 1771  0.398074307  1.09  1.09   0.2 0.125   0.25012593 8e+06 1.138148e+04
## 1772  0.139170263  1.09  1.09   0.2 0.125   4.86929747 8e+06 1.849634e+04
## 1773  0.211905236  1.09  1.09   0.2 0.125   0.38068917 8e+06 1.221740e+04
## 1774  0.138761747  1.09  1.09   0.2 0.125  13.14628204 8e+06 1.748303e+04
## 1775  0.199406600  1.09  1.09   0.2 0.125   0.72486185 8e+06 4.862764e+03
## 1776  0.107502099  1.09  1.09   0.2 0.125   4.24430164 8e+06 7.938304e+03
## 1777  0.143770070  1.09  1.09   0.2 0.125   0.23210146 8e+06 4.121266e+03
## 1778  0.192989629  1.09  1.09   0.2 0.125   5.51715359 8e+06 4.564052e+03
## 1779  0.180772585  1.09  1.09   0.2 0.125   0.49740382 8e+06 6.958067e+03
## 1780  0.497688943  1.09  1.09   0.2 0.125   2.89649074 8e+06 1.045382e+04
## 1781  0.120361638  1.09  1.09   0.2 0.125   0.26138616 8e+06 5.901430e+03
## 1782  0.127207743  1.09  1.09   0.2 0.125  15.84378931 8e+06 1.078880e+04
## 1783  0.348087077  1.09  1.09   0.2 0.125   0.74073232 8e+06 1.724168e+04
## 1784  0.568693547  1.09  1.09   0.2 0.125   1.12675184 8e+06 2.589106e+04
## 1785  0.218657024  1.09  1.09   0.2 0.125   0.85030376 8e+06 1.644705e+04
## 1786  0.151317075  1.09  1.09   0.2 0.125   7.59968127 8e+06 2.369100e+04
## 1787  0.117859235  1.09  1.09   0.2 0.125   0.42925853 8e+06 5.879327e+03
## 1788  0.529899382  1.09  1.09   0.2 0.125   1.28784745 8e+06 8.133696e+03
## 1789  0.359238587  1.09  1.09   0.2 0.125   0.32893904 8e+06 1.424412e+04
## 1790  0.137478885  1.09  1.09   0.2 0.125   5.93897097 8e+06 2.317256e+04
## 1791  0.186491644  1.09  1.09   0.2 0.125   0.52335898 8e+06 4.319970e+03
## 1792  0.050767979  1.09  1.09   0.2 0.125   4.89121778 8e+06 6.747925e+03
## 1793  0.244842085  1.09  1.09   0.2 0.125   0.62788860 8e+06 4.951685e+02
## 1794  0.040617107  1.09  1.09   0.2 0.125   4.85164614 8e+06 5.729832e+02
## 1795  0.239891981  1.09  1.09   0.2 0.125   0.32607766 8e+06 1.468287e+04
## 1796  0.550251721  1.09  1.09   0.2 0.125  18.55831961 8e+06 1.802755e+04
## 1797  0.217259086  1.09  1.09   0.2 0.125   0.57721160 8e+06 2.844373e+03
## 1798  0.053506594  1.09  1.09   0.2 0.125   5.37857994 8e+06 3.346905e+03
## 1799  0.202789985  1.09  1.09   0.2 0.125   0.28259271 8e+06 7.334684e+03
## 1800  0.117644516  1.09  1.09   0.2 0.125   4.71378506 8e+06 1.033548e+04
## 1801  0.236005392  1.09  1.09   0.2 0.125   0.37881410 8e+06 3.891732e+01
## 1802  0.092891675  1.09  1.09   0.2 0.125   4.35892071 8e+06 4.118127e+01
## 1803  0.077170019  1.09  1.09   0.2 0.125   0.28819805 8e+06 1.954886e+04
## 1804  0.592168924  1.09  1.09   0.2 0.125   1.54232651 8e+06 3.605066e+04
## 1805  0.315883113  1.09  1.09   0.2 0.125   0.41106124 8e+06 1.161938e+04
## 1806  0.683968775  1.09  1.09   0.2 0.125   1.62047060 8e+06 1.909135e+04
## 1807  0.338902849  1.09  1.09   0.2 0.125   0.86406856 8e+06 1.860416e+03
## 1808  0.100282122  1.09  1.09   0.2 0.125   5.28683130 8e+06 2.324275e+03
## 1809  0.264099445  1.09  1.09   0.2 0.125   0.40366931 8e+06 2.771246e+02
## 1810  0.572027023  1.09  1.09   0.2 0.125   1.61575581 8e+06 3.729579e+02
## 1811  0.080559228  1.09  1.09   0.2 0.125   0.62256498 8e+06 4.268569e+03
## 1812  0.165190593  1.09  1.09   0.2 0.125  12.65812354 8e+06 8.538946e+03
## 1813  0.397397121  1.09  1.09   0.2 0.125   0.81656802 8e+06 2.145161e+03
## 1814  0.112696186  1.09  1.09   0.2 0.125   5.01581996 8e+06 3.442895e+03
## 1815  0.341182357  1.09  1.09   0.2 0.125   0.62487017 8e+06 6.790048e+03
## 1816  0.516221054  1.09  1.09   0.2 0.125   1.73788868 8e+06 1.029636e+04
## 1817  0.105758218  1.09  1.09   0.2 0.125   0.42402229 8e+06 7.259086e+03
## 1818  0.121239755  1.09  1.09   0.2 0.125   5.66508253 8e+06 1.132393e+04
## 1819  0.344189234  1.09  1.09   0.2 0.125   0.51096952 8e+06 1.963319e+04
## 1820  0.585336450  1.09  1.09   0.2 0.125   1.30298418 8e+06 3.202111e+04
## 1821  0.157061304  1.09  1.09   0.2 0.125   0.70956214 8e+06 1.718631e+04
## 1822  0.579969409  1.09  1.09   0.2 0.125   3.20069911 8e+06 3.410774e+04
## 1823  0.365151051  1.09  1.09   0.2 0.125   0.56418376 8e+06 4.386659e+03
## 1824  0.622038572  1.09  1.09   0.2 0.125   1.86208137 8e+06 6.417089e+03
## 1825  0.237183196  1.09  1.09   0.2 0.125   0.98296475 8e+06 3.666323e+03
## 1826  0.118114356  1.09  1.09   0.2 0.125   3.71535919 8e+06 7.810547e+03
## 1827  0.117987005  1.09  1.09   0.2 0.125   0.37693013 8e+06 5.829054e+03
## 1828  0.105371490  1.09  1.09   0.2 0.125   9.18626662 8e+06 9.013841e+03
## 1829  0.260846842  1.09  1.09   0.2 0.125   0.50239503 8e+06 1.377268e+04
## 1830  0.136495202  1.09  1.09   0.2 0.125   2.68501476 8e+06 2.158608e+04
## 1831  0.142786846  1.09  1.09   0.2 0.125   0.35624002 8e+06 7.872622e+03
## 1832  0.554853132  1.09  1.09   0.2 0.125   1.04261598 8e+06 1.076181e+04
## 1833  0.328368540  1.09  1.09   0.2 0.125   0.82361941 8e+06 9.277323e+03
## 1834  0.167621259  1.09  1.09   0.2 0.125   6.15268149 8e+06 1.523420e+04
## 1835  0.157727169  1.09  1.09   0.2 0.125   0.22766972 8e+06 7.668600e+03
## 1836  0.102597430  1.09  1.09   0.2 0.125   3.23254130 8e+06 1.185439e+04
## 1837  0.178766624  1.09  1.09   0.2 0.125   0.92405039 8e+06 1.479279e+04
## 1838  0.587268247  1.09  1.09   0.2 0.125   2.43245669 8e+06 3.436961e+04
## 1839  0.172159748  1.09  1.09   0.2 0.125   0.82144238 8e+06 1.341472e+03
## 1840  0.100697788  1.09  1.09   0.2 0.125   8.44642581 8e+06 1.665228e+03
## 1841  0.262490606  1.09  1.09   0.2 0.125   0.95654991 8e+06 3.909732e+03
## 1842  0.046557320  1.09  1.09   0.2 0.125   7.12805177 8e+06 4.462375e+03
## 1843  0.367912841  1.09  1.09   0.2 0.125   0.47471399 8e+06 1.236634e+04
## 1844  0.183942854  1.09  1.09   0.2 0.125   3.97519310 8e+06 1.321982e+04
## 1845  0.217838111  1.09  1.09   0.2 0.125   0.95241521 8e+06 7.289322e+03
## 1846  0.031585794  1.09  1.09   0.2 0.125  14.27249546 8e+06 8.873619e+03
## 1847  0.210405760  1.09  1.09   0.2 0.125   0.60100407 8e+06 4.391848e+03
## 1848  0.082833074  1.09  1.09   0.2 0.125  12.04928280 8e+06 7.944837e+03
## 1849  0.083594308  1.09  1.09   0.2 0.125   0.30008603 8e+06 8.617430e+03
## 1850  0.191383169  1.09  1.09   0.2 0.125   4.65880254 8e+06 1.447241e+04
## 1851  0.137381093  1.09  1.09   0.2 0.125   0.99148248 8e+06 2.835379e+03
## 1852  0.731282143  1.09  1.09   0.2 0.125   1.34431984 8e+06 3.532992e+03
## 1853  0.398421317  1.09  1.09   0.2 0.125   0.61856904 8e+06 1.106670e+04
## 1854  0.036863026  1.09  1.09   0.2 0.125   5.17613907 8e+06 1.071090e+04
## 1855  0.289654212  1.09  1.09   0.2 0.125   0.38026365 8e+06 1.582092e+03
## 1856  0.586678364  1.09  1.09   0.2 0.125   4.46317179 8e+06 1.791692e+03
## 1857  0.271639327  1.09  1.09   0.2 0.125   0.66148601 8e+06 1.363471e+04
## 1858  0.120272506  1.09  1.09   0.2 0.125   4.59345244 8e+06 1.936226e+04
## 1859  0.183314641  1.09  1.09   0.2 0.125   0.73132160 8e+06 4.285652e+03
## 1860  0.051736093  1.09  1.09   0.2 0.125   2.24380892 8e+06 5.891540e+03
## 1861  0.102887142  1.09  1.09   0.2 0.125   0.75837026 8e+06 7.867051e+03
## 1862  0.524564478  1.09  1.09   0.2 0.125   1.58076677 8e+06 9.499457e+03
## 1863  0.398038861  1.09  1.09   0.2 0.125   0.88527366 8e+06 7.941588e+01
## 1864  0.096593259  1.09  1.09   0.2 0.125   4.67347614 8e+06 1.019357e+02
## 1865  0.218251778  1.09  1.09   0.2 0.125   0.23404036 8e+06 1.803185e+04
## 1866  0.215123902  1.09  1.09   0.2 0.125   4.79965587 8e+06 2.493825e+04
## 1867  0.398188745  1.09  1.09   0.2 0.125   0.39272168 8e+06 5.327179e+03
## 1868  0.121841528  1.09  1.09   0.2 0.125   5.07391767 8e+06 8.937246e+03
## 1869  0.359026939  1.09  1.09   0.2 0.125   0.46849542 8e+06 4.640165e+03
## 1870  0.527055737  1.09  1.09   0.2 0.125   1.21729673 8e+06 7.476848e+03
## 1871  0.390065088  1.09  1.09   0.2 0.125   0.58863609 8e+06 6.878482e+02
## 1872  0.129775105  1.09  1.09   0.2 0.125   5.71764518 8e+06 1.039974e+03
## 1873  0.228352156  1.09  1.09   0.2 0.125   0.27440853 8e+06 1.123377e+04
## 1874  0.567159649  1.09  1.09   0.2 0.125   1.05958793 8e+06 2.106676e+04
## 1875  0.057722506  1.09  1.09   0.2 0.125   0.44290763 8e+06 2.709929e+03
## 1876  0.460807158  1.09  1.09   0.2 0.125   5.00195172 8e+06 5.225859e+03
## 1877  0.309543650  1.09  1.09   0.2 0.125   0.37801695 8e+06 4.322960e+03
## 1878  0.130938160  1.09  1.09   0.2 0.125   5.72841947 8e+06 8.380866e+03
## 1879  0.148818401  1.09  1.09   0.2 0.125   0.64158237 8e+06 6.412733e+03
## 1880  0.133002618  1.09  1.09   0.2 0.125   3.29109081 8e+06 1.054313e+04
## 1881  0.060536536  1.09  1.09   0.2 0.125   0.99112652 8e+06 1.165167e+04
## 1882  0.114092992  1.09  1.09   0.2 0.125   3.36047627 8e+06 1.779282e+04
## 1883  0.269695543  1.09  1.09   0.2 0.125   0.28783819 8e+06 3.411918e+01
## 1884  0.075938358  1.09  1.09   0.2 0.125   5.90545010 8e+06 3.475092e+01
## 1885  0.346640478  1.09  1.09   0.2 0.125   0.29093656 8e+06 1.111242e+03
## 1886  0.044808300  1.09  1.09   0.2 0.125   3.66841011 8e+06 1.491230e+03
## 1887  0.155236783  1.09  1.09   0.2 0.125   0.95833853 8e+06 6.185292e+02
## 1888  0.102506644  1.09  1.09   0.2 0.125   7.51726025 8e+06 5.522016e+02
## 1889  0.321302390  1.09  1.09   0.2 0.125   0.93830254 8e+06 1.981335e+04
## 1890  0.817872901  1.09  1.09   0.2 0.125   0.56650451 8e+06 1.856458e+04
## 1891  0.266747580  1.09  1.09   0.2 0.125   0.75128694 8e+06 1.073229e+04
## 1892  0.691517199  1.09  1.09   0.2 0.125   2.69416926 8e+06 2.344681e+04
## 1893  0.109430752  1.09  1.09   0.2 0.125   0.85793998 8e+06 1.898813e+04
## 1894  0.602299558  1.09  1.09   0.2 0.125   2.64071522 8e+06 3.053201e+04
## 1895  0.303294889  1.09  1.09   0.2 0.125   0.80810501 8e+06 8.709740e+03
## 1896  0.119484128  1.09  1.09   0.2 0.125   5.84657394 8e+06 1.649292e+04
## 1897  0.350413083  1.09  1.09   0.2 0.125   0.86856628 8e+06 1.500442e+04
## 1898  0.654574475  1.09  1.09   0.2 0.125   3.02497438 8e+06 2.516642e+04
## 1899  0.302814420  1.09  1.09   0.2 0.125   0.57497479 8e+06 1.272094e+04
## 1900  0.544983737  1.09  1.09   0.2 0.125   1.47748483 8e+06 2.259064e+04
## 1901  0.065618086  1.09  1.09   0.2 0.125   0.93513919 8e+06 1.341522e+04
## 1902  0.573543475  1.09  1.09   0.2 0.125   5.48347469 8e+06 2.298216e+04
## 1903  0.228135847  1.09  1.09   0.2 0.125   0.71824102 8e+06 1.563054e+04
## 1904  0.565858880  1.09  1.09   0.2 0.125   3.11268282 8e+06 2.216169e+04
## 1905  0.057402356  1.09  1.09   0.2 0.125   0.53181241 8e+06 1.412283e+04
## 1906  0.246525952  1.09  1.09   0.2 0.125   7.67044016 8e+06 1.118413e+04
## 1907  0.124895895  1.09  1.09   0.2 0.125   0.38489297 8e+06 1.283323e+04
## 1908  0.169838710  1.09  1.09   0.2 0.125   4.44045271 8e+06 2.212353e+04
## 1909  0.351438332  1.09  1.09   0.2 0.125   0.38105562 8e+06 1.478763e+04
## 1910  0.140531575  1.09  1.09   0.2 0.125   4.63662928 8e+06 2.906660e+04
## 1911  0.330245461  1.09  1.09   0.2 0.125   0.55247695 8e+06 5.014421e+03
## 1912  0.047087870  1.09  1.09   0.2 0.125   5.55828441 8e+06 6.478272e+03
## 1913  0.263026417  1.09  1.09   0.2 0.125   0.82650424 8e+06 1.301171e+04
## 1914  0.153570624  1.09  1.09   0.2 0.125   4.71142144 8e+06 2.277098e+04
## 1915  0.268726166  1.09  1.09   0.2 0.125   0.95074368 8e+06 6.110661e+03
## 1916  0.119867994  1.09  1.09   0.2 0.125   8.06124698 8e+06 9.156723e+03
## 1917  0.299438001  1.09  1.09   0.2 0.125   0.33531859 8e+06 8.631454e+03
## 1918  0.160900712  1.09  1.09   0.2 0.125  12.64281810 8e+06 1.255088e+04
## 1919  0.188234166  1.09  1.09   0.2 0.125   0.39738472 8e+06 2.062278e+03
## 1920  0.158857362  1.09  1.09   0.2 0.125   2.49985796 8e+06 4.505364e+03
## 1921  0.391011949  1.09  1.09   0.2 0.125   0.97910398 8e+06 1.495014e+04
## 1922  0.133215146  1.09  1.09   0.2 0.125  14.92001342 8e+06 1.760868e+04
## 1923  0.338380333  1.09  1.09   0.2 0.125   0.81014684 8e+06 1.191856e+04
## 1924  0.696848145  1.09  1.09   0.2 0.125  21.35289006 8e+06 1.859047e+04
## 1925  0.235104379  1.09  1.09   0.2 0.125   0.68741195 8e+06 8.190800e+03
## 1926  0.692231436  1.09  1.09   0.2 0.125   3.95005250 8e+06 2.072667e+04
## 1927  0.386322951  1.09  1.09   0.2 0.125   0.85460939 8e+06 5.051688e+03
## 1928  0.124035727  1.09  1.09   0.2 0.125   4.27061757 8e+06 9.180945e+03
## 1929  0.178912534  1.09  1.09   0.2 0.125   0.68421446 8e+06 1.078747e+04
## 1930  0.550760226  1.09  1.09   0.2 0.125   2.18738572 8e+06 1.487488e+04
## 1931  0.280325841  1.09  1.09   0.2 0.125   0.67279660 8e+06 1.823696e+03
## 1932  0.120074256  1.09  1.09   0.2 0.125   3.73706706 8e+06 3.253825e+03
## 1933  0.246386642  1.09  1.09   0.2 0.125   0.59284738 8e+06 6.502172e+03
## 1934  0.101690598  1.09  1.09   0.2 0.125   3.31765967 8e+06 8.356774e+03
## 1935  0.245532980  1.09  1.09   0.2 0.125   0.75352708 8e+06 1.627533e+04
## 1936  0.129659681  1.09  1.09   0.2 0.125  19.99282933 8e+06 2.591885e+04
## 1937  0.236044463  1.09  1.09   0.2 0.125   0.41985534 8e+06 1.610596e+04
## 1938  0.144969017  1.09  1.09   0.2 0.125   2.21477315 8e+06 3.672858e+04
## 1939  0.297428614  1.09  1.09   0.2 0.125   0.78010953 8e+06 1.341655e+04
## 1940  0.130353431  1.09  1.09   0.2 0.125   6.09684591 8e+06 2.725434e+04
## 1941  0.340690211  1.09  1.09   0.2 0.125   0.21207921 8e+06 1.904566e+04
## 1942  0.143911737  1.09  1.09   0.2 0.125   8.27425543 8e+06 3.303458e+04
## 1943  0.350137614  1.09  1.09   0.2 0.125   0.24698059 8e+06 1.546028e+04
## 1944  0.162161410  1.09  1.09   0.2 0.125  14.08395310 8e+06 2.499832e+04
## 1945  0.182930342  1.09  1.09   0.2 0.125   0.58154657 8e+06 8.604963e+03
## 1946  0.627925605  1.09  1.09   0.2 0.125   1.19022757 8e+06 1.477623e+04
## 1947  0.104003503  1.09  1.09   0.2 0.125   0.93543506 8e+06 7.161847e+02
## 1948  0.520390829  1.09  1.09   0.2 0.125   1.44761557 8e+06 8.526086e+02
## 1949  0.117601068  1.09  1.09   0.2 0.125   0.53154347 8e+06 8.115065e+03
## 1950  0.167521713  1.09  1.09   0.2 0.125   3.20146684 8e+06 1.120356e+04
## 1951  0.359644295  1.09  1.09   0.2 0.125   0.89304717 8e+06 9.544200e+03
## 1952  0.185913509  1.09  1.09   0.2 0.125  15.40461010 8e+06 1.110826e+04
## 1953  0.368683776  1.09  1.09   0.2 0.125   0.34812028 8e+06 7.391177e+02
## 1954  0.100422547  1.09  1.09   0.2 0.125   3.74860072 8e+06 8.327990e+02
## 1955  0.225554091  1.09  1.09   0.2 0.125   0.42195606 8e+06 3.876521e+03
## 1956  0.505595143  1.09  1.09   0.2 0.125   9.61740897 8e+06 5.596333e+03
## 1957  0.399404224  1.09  1.09   0.2 0.125   0.56443125 8e+06 5.124504e+03
## 1958  0.128774668  1.09  1.09   0.2 0.125   6.73470897 8e+06 8.341300e+03
## 1959  0.169307453  1.09  1.09   0.2 0.125   0.78451970 8e+06 1.988571e+04
## 1960  0.179076700  1.09  1.09   0.2 0.125   3.44216688 8e+06 4.150379e+04
## 1961  0.220042868  1.09  1.09   0.2 0.125   0.36085477 8e+06 1.422002e+04
## 1962  0.166620244  1.09  1.09   0.2 0.125   3.76446577 8e+06 1.885044e+04
## 1963  0.237685980  1.09  1.09   0.2 0.125   0.30269425 8e+06 1.725801e+04
## 1964  0.151079963  1.09  1.09   0.2 0.125  18.36423673 8e+06 3.076392e+04
## 1965  0.053055317  1.09  1.09   0.2 0.125   0.80972988 8e+06 3.540962e+03
## 1966  0.145627730  1.09  1.09   0.2 0.125   3.60023735 8e+06 6.284614e+03
## 1967  0.360866372  1.09  1.09   0.2 0.125   0.38430254 8e+06 1.232369e+04
## 1968  0.172884767  1.09  1.09   0.2 0.125   9.97705854 8e+06 2.126973e+04
## 1969  0.298729436  1.09  1.09   0.2 0.125   0.53956294 8e+06 1.880791e+04
## 1970  0.112277116  1.09  1.09   0.2 0.125   3.97168099 8e+06 2.700665e+04
## 1971  0.265742366  1.09  1.09   0.2 0.125   0.76478070 8e+06 1.522655e+04
## 1972  0.167945212  1.09  1.09   0.2 0.125   9.84629296 8e+06 2.086183e+04
## 1973  0.055971093  1.09  1.09   0.2 0.125   0.44175578 8e+06 1.155609e+04
## 1974  0.133418277  1.09  1.09   0.2 0.125   5.58798823 8e+06 1.866052e+04
## 1975  0.271058089  1.09  1.09   0.2 0.125   0.58507427 8e+06 1.923691e+04
## 1976  0.159851935  1.09  1.09   0.2 0.125  12.28980694 8e+06 2.175029e+04
## 1977  0.333541287  1.09  1.09   0.2 0.125   0.64338898 8e+06 1.512981e+04
## 1978  0.117224829  1.09  1.09   0.2 0.125   9.84066829 8e+06 2.762866e+04
## 1979  0.223442435  1.09  1.09   0.2 0.125   0.50560322 8e+06 1.375322e+04
## 1980  0.119270727  1.09  1.09   0.2 0.125   5.31301795 8e+06 2.151298e+04
## 1981  0.371593930  1.09  1.09   0.2 0.125   0.68218736 8e+06 1.946720e+04
## 1982  0.243013111  1.09  1.09   0.2 0.125  14.02315427 8e+06 1.356935e+04
## 1983  0.308281848  1.09  1.09   0.2 0.125   0.83628143 8e+06 8.099822e+03
## 1984  0.196084300  1.09  1.09   0.2 0.125   4.90886078 8e+06 1.189428e+04
## 1985  0.216842704  1.09  1.09   0.2 0.125   0.25798338 8e+06 2.927872e+03
## 1986  0.115992656  1.09  1.09   0.2 0.125  11.17899023 8e+06 5.707968e+03
## 1987  0.143498429  1.09  1.09   0.2 0.125   0.94340513 8e+06 8.567616e+03
## 1988  0.192766926  1.09  1.09   0.2 0.125   7.48978265 8e+06 1.080512e+04
## 1989  0.377395881  1.09  1.09   0.2 0.125   0.99657149 8e+06 4.101886e+03
## 1990  0.053977618  1.09  1.09   0.2 0.125   9.86240960 8e+06 5.152991e+03
## 1991  0.381300711  1.09  1.09   0.2 0.125   0.31046366 8e+06 1.791891e+04
## 1992  0.198240571  1.09  1.09   0.2 0.125   4.13762221 8e+06 1.926391e+04
## 1993  0.074908216  1.09  1.09   0.2 0.125   0.57958322 8e+06 1.657470e+03
## 1994  0.460036581  1.09  1.09   0.2 0.125   3.59043586 8e+06 1.923954e+03
## 1995  0.256743590  1.09  1.09   0.2 0.125   0.40023990 8e+06 2.900899e+03
## 1996  0.490845331  1.09  1.09   0.2 0.125   1.63783891 8e+06 2.494224e+03
## 1997  0.236918073  1.09  1.09   0.2 0.125   0.37574465 8e+06 1.781695e+04
## 1998  0.114695454  1.09  1.09   0.2 0.125   3.70068342 8e+06 2.448856e+04
## 1999  0.105058786  1.09  1.09   0.2 0.125   0.58140990 8e+06 1.380372e+04
## 2000  0.112004148  1.09  1.09   0.2 0.125   5.25756398 8e+06 2.448705e+04
## 2001  0.296938273  1.09  1.09   0.2 0.125   0.52556483 8e+06 3.235442e+03
## 2002  0.167723931  1.09  1.09   0.2 0.125   2.97776891 8e+06 5.986149e+03
## 2003  0.258864718  1.09  1.09   0.2 0.125   0.57239629 8e+06 1.197173e+04
## 2004  0.184766984  1.09  1.09   0.2 0.125   4.06823905 8e+06 1.398682e+04
## 2005  0.209738660  1.09  1.09   0.2 0.125   0.45518220 8e+06 2.171725e+03
## 2006  0.123072176  1.09  1.09   0.2 0.125   2.91407597 8e+06 4.023418e+03
## 2007  0.148010864  1.09  1.09   0.2 0.125   0.69719776 8e+06 1.788725e+04
## 2008  0.143408936  1.09  1.09   0.2 0.125   3.25660127 8e+06 2.516555e+04
## 2009  0.349653645  1.09  1.09   0.2 0.125   0.58614912 8e+06 9.678295e+03
## 2010  0.122809162  1.09  1.09   0.2 0.125  12.85819880 8e+06 1.511987e+04
## 2011  0.284486339  1.09  1.09   0.2 0.125   0.73289908 8e+06 1.759914e+04
## 2012  0.178091427  1.09  1.09   0.2 0.125   8.73893959 8e+06 3.300651e+04
## 2013  0.112499103  1.09  1.09   0.2 0.125   0.51721038 8e+06 1.332764e+04
## 2014  0.145592812  1.09  1.09   0.2 0.125   6.61940087 8e+06 2.208887e+04
## 2015  0.304331219  1.09  1.09   0.2 0.125   0.28303488 8e+06 1.738822e+04
## 2016  0.162200808  1.09  1.09   0.2 0.125  36.84784505 8e+06 3.211877e+04
## 2017  0.244614648  1.09  1.09   0.2 0.125   0.36072371 8e+06 1.567814e+03
## 2018  0.141364538  1.09  1.09   0.2 0.125   3.80569885 8e+06 3.154500e+03
## 2019  0.297270675  1.09  1.09   0.2 0.125   0.87580377 8e+06 7.723064e+03
## 2020  0.597453343  1.09  1.09   0.2 0.125   6.70485077 8e+06 1.298201e+04
## 2021  0.130326012  1.09  1.09   0.2 0.125   0.86035785 8e+06 6.216890e+03
## 2022  0.552405472  1.09  1.09   0.2 0.125   1.30698813 8e+06 8.797947e+03
## 2023  0.340516766  1.09  1.09   0.2 0.125   0.21749310 8e+06 9.606247e+03
## 2024  0.140243981  1.09  1.09   0.2 0.125   4.83036219 8e+06 1.701006e+04
## 2025  0.272698260  1.09  1.09   0.2 0.125   0.71596755 8e+06 1.551377e+04
## 2026  0.568148874  1.09  1.09   0.2 0.125  14.22602420 8e+06 2.356214e+04
## 2027  0.169635614  1.09  1.09   0.2 0.125   0.29327022 8e+06 5.440569e+01
## 2028  0.486184639  1.09  1.09   0.2 0.125   1.71942708 8e+06 5.982361e+01
## 2029  0.201764170  1.09  1.09   0.2 0.125   0.22630969 8e+06 5.490288e+03
## 2030  0.122531457  1.09  1.09   0.2 0.125   5.65892288 8e+06 9.958745e+03
## 2031  0.127432368  1.09  1.09   0.2 0.125   0.24551743 8e+06 4.351467e+03
## 2032  0.504023420  1.09  1.09   0.2 0.125   4.85782238 8e+06 3.938022e+03
## 2033  0.072540400  1.09  1.09   0.2 0.125   0.54894932 8e+06 1.258946e+04
## 2034  0.131682498  1.09  1.09   0.2 0.125   6.07799643 8e+06 2.172567e+04
## 2035  0.338958649  1.09  1.09   0.2 0.125   0.74585581 8e+06 1.713015e+04
## 2036  0.181097187  1.09  1.09   0.2 0.125  16.68571917 8e+06 2.456792e+04
## 2037  0.158646063  1.09  1.09   0.2 0.125   0.94973574 8e+06 1.728263e+03
## 2038  0.050360081  1.09  1.09   0.2 0.125  15.30056005 8e+06 2.293754e+03
## 2039  0.218937849  1.09  1.09   0.2 0.125   0.44956080 8e+06 1.848592e+04
## 2040  0.169761391  1.09  1.09   0.2 0.125  13.40348831 8e+06 2.245362e+04
## 2041  0.271574572  1.09  1.09   0.2 0.125   0.98029447 8e+06 9.016359e+03
## 2042  0.113929276  1.09  1.09   0.2 0.125   4.61128165 8e+06 1.044010e+04
## 2043  0.173140269  1.09  1.09   0.2 0.125   0.34093763 8e+06 3.585140e+03
## 2044  0.051735696  1.09  1.09   0.2 0.125   7.70899475 8e+06 4.924590e+03
## 2045  0.221866941  1.09  1.09   0.2 0.125   0.77517266 8e+06 1.123078e+04
## 2046  0.519553394  1.09  1.09   0.2 0.125   7.44001974 8e+06 1.369904e+04
## 2047  0.337050724  1.09  1.09   0.2 0.125   0.44158918 8e+06 5.946100e+03
## 2048  0.043091810  1.09  1.09   0.2 0.125   5.39500536 8e+06 8.083938e+03
## 2049  0.161226728  1.09  1.09   0.2 0.125   0.23372244 8e+06 5.388178e+02
## 2050  0.491922722  1.09  1.09   0.2 0.125   1.06297468 8e+06 4.995507e+02
## 2051  0.121919736  1.09  1.09   0.2 0.125   0.74836557 8e+06 4.324206e+03
## 2052  0.584034402  1.09  1.09   0.2 0.125   6.32849874 8e+06 4.663743e+03
## 2053  0.270160723  1.09  1.09   0.2 0.125   0.63680348 8e+06 1.558446e+04
## 2054  0.129632203  1.09  1.09   0.2 0.125   2.31805989 8e+06 2.550661e+04
## 2055  0.203652980  1.09  1.09   0.2 0.125   0.86642083 8e+06 1.813865e+03
## 2056  0.054601691  1.09  1.09   0.2 0.125   7.96195510 8e+06 1.918813e+03
## 2057  0.125642756  1.09  1.09   0.2 0.125   0.59347489 8e+06 1.093940e+03
## 2058  0.076580110  1.09  1.09   0.2 0.125   1.09153865 8e+06 1.361338e+03
## 2059  0.286141051  1.09  1.09   0.2 0.125   0.38008532 8e+06 6.640633e+03
## 2060  0.126767929  1.09  1.09   0.2 0.125   3.81784015 8e+06 1.373557e+04
## 2061  0.069847832  1.09  1.09   0.2 0.125   0.59976770 8e+06 1.867287e+03
## 2062  0.048541009  1.09  1.09   0.2 0.125   7.93934568 8e+06 2.129051e+03
## 2063  0.255769416  1.09  1.09   0.2 0.125   0.46322572 8e+06 3.143236e+03
## 2064  0.189225855  1.09  1.09   0.2 0.125   6.73387679 8e+06 6.173438e+03
## 2065  0.319337009  1.09  1.09   0.2 0.125   0.21380927 8e+06 2.747048e+03
## 2066  0.100407376  1.09  1.09   0.2 0.125   8.26744995 8e+06 3.026612e+03
## 2067  0.307584298  1.09  1.09   0.2 0.125   0.49494500 8e+06 1.423586e+03
## 2068  0.291081701  1.09  1.09   0.2 0.125   1.56941610 8e+06 1.266388e+03
## 2069  0.376975350  1.09  1.09   0.2 0.125   0.38544846 8e+06 4.145769e+03
## 2070  0.517802462  1.09  1.09   0.2 0.125   9.37607251 8e+06 5.080681e+03
## 2071  0.393159661  1.09  1.09   0.2 0.125   0.81205869 8e+06 1.358242e+04
## 2072  0.135891395  1.09  1.09   0.2 0.125   3.63089718 8e+06 2.771862e+04
## 2073  0.122336475  1.09  1.09   0.2 0.125   0.62440888 8e+06 4.363007e+03
## 2074  0.505671843  1.09  1.09   0.2 0.125   6.49672352 8e+06 8.339614e+03
## 2075  0.131229109  1.09  1.09   0.2 0.125   0.46214034 8e+06 1.712057e+04
## 2076  0.172129974  1.09  1.09   0.2 0.125   6.25052235 8e+06 2.243397e+04
## 2077  0.133183908  1.09  1.09   0.2 0.125   0.75005821 8e+06 1.904372e+03
## 2078  0.102828135  1.09  1.09   0.2 0.125  11.23334280 8e+06 2.666866e+03
## 2079  0.072930789  1.09  1.09   0.2 0.125   0.60727968 8e+06 2.953232e+03
## 2080  0.607893039  1.09  1.09   0.2 0.125   1.45233197 8e+06 4.801722e+03
## 2081  0.383117647  1.09  1.09   0.2 0.125   0.98268202 8e+06 5.349965e+03
## 2082  0.049346222  1.09  1.09   0.2 0.125   3.07082670 8e+06 7.316336e+03
## 2083  0.249796086  1.09  1.09   0.2 0.125   0.87108023 8e+06 1.391001e+02
## 2084  0.041853456  1.09  1.09   0.2 0.125   3.83227372 8e+06 1.500046e+02
## 2085  0.219684245  1.09  1.09   0.2 0.125   0.78182057 8e+06 1.819143e+04
## 2086  0.059888519  1.09  1.09   0.2 0.125   3.71269528 8e+06 2.145702e+04
## 2087  0.302063708  1.09  1.09   0.2 0.125   0.79801915 8e+06 1.147914e+04
## 2088  0.563571293  1.09  1.09   0.2 0.125   1.97083739 8e+06 2.207055e+04
## 2089  0.212542957  1.09  1.09   0.2 0.125   0.20184251 8e+06 1.004258e+03
## 2090  0.495519136  1.09  1.09   0.2 0.125   1.33107028 8e+06 1.187971e+03
## 2091  0.179445684  1.09  1.09   0.2 0.125   0.84472985 8e+06 1.985612e+04
## 2092  0.165305020  1.09  1.09   0.2 0.125   7.82736841 8e+06 2.994602e+04
## 2093  0.137962863  1.09  1.09   0.2 0.125   0.84875162 8e+06 1.480459e+04
## 2094  0.639412086  1.09  1.09   0.2 0.125  19.11625180 8e+06 2.747824e+04
## 2095  0.148418371  1.09  1.09   0.2 0.125   0.47153863 8e+06 1.980361e+04
## 2096  0.181901839  1.09  1.09   0.2 0.125   8.34141034 8e+06 3.361029e+04
## 2097  0.139671830  1.09  1.09   0.2 0.125   0.82639450 8e+06 3.080380e+02
## 2098  0.802818674  1.09  1.09   0.2 0.125   2.51998289 8e+06 3.835283e+02
## 2099  0.327788345  1.09  1.09   0.2 0.125   0.35085762 8e+06 9.181938e+03
## 2100  0.960125777  1.09  1.09   0.2 0.125   0.60572730 8e+06 7.718465e+03
## 2101  0.267291995  1.09  1.09   0.2 0.125   0.55810121 8e+06 1.513225e+04
## 2102  0.561398558  1.09  1.09   0.2 0.125   5.33968567 8e+06 2.855469e+04
## 2103  0.222040096  1.09  1.09   0.2 0.125   0.75691940 8e+06 1.870959e+04
## 2104  0.176779256  1.09  1.09   0.2 0.125  36.52690626 8e+06 4.207462e+04
## 2105  0.296091082  1.09  1.09   0.2 0.125   0.65284572 8e+06 6.579681e+03
## 2106  0.116140366  1.09  1.09   0.2 0.125   4.02948958 8e+06 1.047433e+04
## 2107  0.325402856  1.09  1.09   0.2 0.125   0.29042933 8e+06 8.675027e+03
## 2108  0.103012274  1.09  1.09   0.2 0.125   9.98926040 8e+06 1.105162e+04
## 2109  0.187261264  1.09  1.09   0.2 0.125   0.59784795 8e+06 1.459068e+04
## 2110  0.659379855  1.09  1.09   0.2 0.125   2.56960327 8e+06 3.098089e+04
## 2111  0.161177410  1.09  1.09   0.2 0.125   0.61904684 8e+06 6.555147e+03
## 2112  0.559727047  1.09  1.09   0.2 0.125  10.43808649 8e+06 1.187214e+04
## 2113  0.275995144  1.09  1.09   0.2 0.125   0.90935296 8e+06 9.268213e+03
## 2114  0.148495151  1.09  1.09   0.2 0.125   8.10889543 8e+06 1.720119e+04
## 2115  0.184139654  1.09  1.09   0.2 0.125   0.70905228 8e+06 3.229317e+03
## 2116  0.147692697  1.09  1.09   0.2 0.125   5.67045121 8e+06 5.517166e+03
## 2117  0.236116581  1.09  1.09   0.2 0.125   0.75737237 8e+06 2.310677e+03
## 2118  0.177921456  1.09  1.09   0.2 0.125   7.62009622 8e+06 4.885181e+03
## 2119  0.245395090  1.09  1.09   0.2 0.125   0.73148460 8e+06 1.628181e+04
## 2120  0.208257943  1.09  1.09   0.2 0.125   5.80577080 8e+06 1.912482e+04
## 2121  0.216634108  1.09  1.09   0.2 0.125   0.49641611 8e+06 7.340071e+03
## 2122  0.244759356  1.09  1.09   0.2 0.125   4.55684692 8e+06 8.907878e+03
## 2123  0.234989968  1.09  1.09   0.2 0.125   0.23569312 8e+06 7.166656e+03
## 2124  0.116913950  1.09  1.09   0.2 0.125  20.43718585 8e+06 1.230670e+04
## 2125  0.125030215  1.09  1.09   0.2 0.125   0.86330708 8e+06 7.937827e+03
## 2126  0.499665866  1.09  1.09   0.2 0.125  12.54799802 8e+06 1.466583e+04
## 2127  0.315953099  1.09  1.09   0.2 0.125   0.68853852 8e+06 3.540578e+03
## 2128  0.519184752  1.09  1.09   0.2 0.125   1.49308283 8e+06 4.415280e+03
## 2129  0.315976592  1.09  1.09   0.2 0.125   0.62819560 8e+06 1.316588e+04
## 2130  0.179381476  1.09  1.09   0.2 0.125  12.36912826 8e+06 1.816965e+04
## 2131  0.341631726  1.09  1.09   0.2 0.125   0.73693389 8e+06 1.365798e+04
## 2132  0.150221507  1.09  1.09   0.2 0.125   5.80828075 8e+06 1.770354e+04
## 2133  0.071485134  1.09  1.09   0.2 0.125   0.28627046 8e+06 1.441410e+04
## 2134  0.182442302  1.09  1.09   0.2 0.125   5.01069234 8e+06 1.919731e+04
## 2135  0.057914160  1.09  1.09   0.2 0.125   0.55304068 8e+06 1.378557e+04
## 2136  0.545342993  1.09  1.09   0.2 0.125   1.69996914 8e+06 2.338356e+04
## 2137  0.120229581  1.09  1.09   0.2 0.125   0.71198215 8e+06 1.485242e+04
## 2138  0.666178161  1.09  1.09   0.2 0.125   3.39538902 8e+06 2.459933e+04
## 2139  0.254577525  1.09  1.09   0.2 0.125   0.51744367 8e+06 5.490748e+03
## 2140  0.612570485  1.09  1.09   0.2 0.125   1.25911524 8e+06 1.111052e+04
## 2141  0.211867920  1.09  1.09   0.2 0.125   0.47976415 8e+06 1.201389e+04
## 2142  0.320406316  1.09  1.09   0.2 0.125   3.26897844 8e+06 1.130013e+04
## 2143  0.239250218  1.09  1.09   0.2 0.125   0.96851516 8e+06 1.931058e+04
## 2144  0.175030338  1.09  1.09   0.2 0.125   5.76154489 8e+06 3.232978e+04
## 2145  0.157199573  1.09  1.09   0.2 0.125   0.97848627 8e+06 1.848433e+04
## 2146  0.177323180  1.09  1.09   0.2 0.125   4.65171624 8e+06 2.640992e+04
## 2147  0.244700897  1.09  1.09   0.2 0.125   0.79197691 8e+06 1.585403e+04
## 2148  0.143756045  1.09  1.09   0.2 0.125   9.97218780 8e+06 1.680423e+04
## 2149  0.361997124  1.09  1.09   0.2 0.125   0.32920416 8e+06 1.645174e+04
## 2150  0.120178904  1.09  1.09   0.2 0.125  10.85036171 8e+06 2.295810e+04
## 2151  0.127618846  1.09  1.09   0.2 0.125   0.95159118 8e+06 3.665192e+02
## 2152  0.493565108  1.09  1.09   0.2 0.125   5.62322761 8e+06 3.585217e+02
## 2153  0.101351162  1.09  1.09   0.2 0.125   0.25307825 8e+06 1.860181e+04
## 2154  0.151910214  1.09  1.09   0.2 0.125   2.89418243 8e+06 2.643022e+04
## 2155  0.095575333  1.09  1.09   0.2 0.125   0.32713267 8e+06 6.251925e+03
## 2156  0.134199873  1.09  1.09   0.2 0.125  42.19094999 8e+06 1.365067e+04
## 2157  0.098106185  1.09  1.09   0.2 0.125   0.83470862 8e+06 1.529215e+04
## 2158  0.615172743  1.09  1.09   0.2 0.125   2.29541970 8e+06 2.556180e+04
## 2159  0.077447131  1.09  1.09   0.2 0.125   0.62346983 8e+06 9.371092e+03
## 2160  0.629996394  1.09  1.09   0.2 0.125   1.71314810 8e+06 1.363931e+04
## 2161  0.349496069  1.09  1.09   0.2 0.125   0.93229941 8e+06 1.664826e+04
## 2162  0.109433166  1.09  1.09   0.2 0.125  13.53730438 8e+06 2.020047e+04
## 2163  0.122763213  1.09  1.09   0.2 0.125   0.73681668 8e+06 6.005606e+03
## 2164  0.131925805  1.09  1.09   0.2 0.125   7.81684239 8e+06 1.027719e+04
## 2165  0.375615643  1.09  1.09   0.2 0.125   0.52412812 8e+06 3.214449e+03
## 2166  0.057714772  1.09  1.09   0.2 0.125   2.21266894 8e+06 2.812893e+03
## 2167  0.100730345  1.09  1.09   0.2 0.125   0.26834108 8e+06 4.462316e+03
## 2168  0.110345954  1.09  1.09   0.2 0.125   8.58146379 8e+06 6.565719e+03
## 2169  0.368284771  1.09  1.09   0.2 0.125   0.84664704 8e+06 3.374048e+03
## 2170  0.096271652  1.09  1.09   0.2 0.125   4.25270460 8e+06 3.762769e+03
## 2171  0.247407583  1.09  1.09   0.2 0.125   0.22735191 8e+06 1.368630e+04
## 2172  0.133419634  1.09  1.09   0.2 0.125   6.90760001 8e+06 2.112879e+04
## 2173  0.339573287  1.09  1.09   0.2 0.125   0.59386656 8e+06 1.074677e+04
## 2174  0.061262416  1.09  1.09   0.2 0.125   5.48398650 8e+06 1.738639e+04
## 2175  0.082355327  1.09  1.09   0.2 0.125   0.59981932 8e+06 6.312823e+03
## 2176  0.131362891  1.09  1.09   0.2 0.125   8.20812904 8e+06 9.998442e+03
## 2177  0.159091815  1.09  1.09   0.2 0.125   0.24559130 8e+06 1.121302e+03
## 2178  0.032460757  1.09  1.09   0.2 0.125   0.25559556 8e+06 1.138525e+03
## 2179  0.176313908  1.09  1.09   0.2 0.125   0.32401901 8e+06 1.544986e+04
## 2180  0.572760303  1.09  1.09   0.2 0.125   1.56193966 8e+06 2.596602e+04
## 2181  0.055761708  1.09  1.09   0.2 0.125   0.84645185 8e+06 6.827203e+03
## 2182  0.137923998  1.09  1.09   0.2 0.125   2.82326742 8e+06 1.389298e+04
## 2183  0.109116818  1.09  1.09   0.2 0.125   0.62915099 8e+06 2.272107e+03
## 2184  0.107228707  1.09  1.09   0.2 0.125   6.02583231 8e+06 3.905855e+03
## 2185  0.264184409  1.09  1.09   0.2 0.125   0.66063535 8e+06 1.720041e+04
## 2186  0.153075444  1.09  1.09   0.2 0.125   6.53305261 8e+06 2.814359e+04
## 2187  0.366716089  1.09  1.09   0.2 0.125   0.93011456 8e+06 1.631241e+04
## 2188  0.131339635  1.09  1.09   0.2 0.125   3.31343685 8e+06 3.171307e+04
## 2189  0.357469643  1.09  1.09   0.2 0.125   0.72878477 8e+06 1.044049e+04
## 2190  0.133964960  1.09  1.09   0.2 0.125   5.44980773 8e+06 1.897805e+04
## 2191  0.162918449  1.09  1.09   0.2 0.125   0.54146946 8e+06 1.402259e+04
## 2192  0.189813131  1.09  1.09   0.2 0.125  17.99964488 8e+06 2.037832e+04
## 2193  0.078994862  1.09  1.09   0.2 0.125   0.89095333 8e+06 1.583859e+04
## 2194  0.132431093  1.09  1.09   0.2 0.125   9.34262708 8e+06 2.178969e+04
## 2195  0.068244523  1.09  1.09   0.2 0.125   0.55358499 8e+06 1.043824e+04
## 2196  0.519924576  1.09  1.09   0.2 0.125   1.71733022 8e+06 1.844246e+04
## 2197  0.367049774  1.09  1.09   0.2 0.125   0.28052165 8e+06 1.872206e+04
## 2198  0.148141552  1.09  1.09   0.2 0.125   7.17884535 8e+06 3.834050e+04
## 2199  0.384529152  1.09  1.09   0.2 0.125   0.83898621 8e+06 1.752149e+04
## 2200  0.267434552  1.09  1.09   0.2 0.125  15.33708244 8e+06 1.116308e+04
## 2201  0.125060555  1.09  1.09   0.2 0.125   0.21766704 8e+06 9.766211e+03
## 2202  0.152593772  1.09  1.09   0.2 0.125   7.08730301 8e+06 1.470914e+04
## 2203  0.157166415  1.09  1.09   0.2 0.125   0.38477947 8e+06 1.475393e+04
## 2204  0.115949634  1.09  1.09   0.2 0.125   6.22740736 8e+06 1.987235e+04
## 2205  0.105294983  1.09  1.09   0.2 0.125   0.72796604 8e+06 6.296918e+03
## 2206  0.047189528  1.09  1.09   0.2 0.125   3.14306498 8e+06 7.369407e+03
## 2207  0.152877078  1.09  1.09   0.2 0.125   0.68546658 8e+06 1.214858e+04
## 2208  0.145438525  1.09  1.09   0.2 0.125   7.70293541 8e+06 1.603862e+04
## 2209  0.338210366  1.09  1.09   0.2 0.125   0.69871796 8e+06 1.821486e+04
## 2210  0.186114948  1.09  1.09   0.2 0.125   3.80965171 8e+06 2.448703e+04
## 2211  0.242028862  1.09  1.09   0.2 0.125   0.96932946 8e+06 7.564984e+03
## 2212  0.178455141  1.09  1.09   0.2 0.125   1.28747012 8e+06 1.002691e+04
## 2213  0.373648069  1.09  1.09   0.2 0.125   0.39398141 8e+06 1.742543e+04
## 2214  0.147597595  1.09  1.09   0.2 0.125   3.11781643 8e+06 2.843064e+04
## 2215  0.398635607  1.09  1.09   0.2 0.125   0.75041782 8e+06 1.610812e+04
## 2216  0.182760995  1.09  1.09   0.2 0.125   5.11133672 8e+06 2.372573e+04
## 2217  0.067286791  1.09  1.09   0.2 0.125   0.70995950 8e+06 1.850399e+04
## 2218  0.664548046  1.09  1.09   0.2 0.125   2.41220158 8e+06 3.907420e+04
## 2219  0.111446010  1.09  1.09   0.2 0.125   0.52402594 8e+06 6.451228e+03
## 2220  0.096929931  1.09  1.09   0.2 0.125  49.55262570 8e+06 9.085985e+03
## 2221  0.150746634  1.09  1.09   0.2 0.125   0.49438325 8e+06 8.307595e+03
## 2222  0.138581023  1.09  1.09   0.2 0.125   9.73691863 8e+06 1.345853e+04
## 2223  0.141261638  1.09  1.09   0.2 0.125   0.83163157 8e+06 3.200001e+03
## 2224  0.525733550  1.09  1.09   0.2 0.125  12.27747548 8e+06 3.386734e+03
## 2225  0.238402822  1.09  1.09   0.2 0.125   0.81902280 8e+06 9.213409e+02
## 2226  0.043886482  1.09  1.09   0.2 0.125   6.62387565 8e+06 1.150976e+03
## 2227  0.103711833  1.09  1.09   0.2 0.125   0.97764193 8e+06 1.318749e+04
## 2228  0.166093732  1.09  1.09   0.2 0.125   5.04547099 8e+06 2.006017e+04
## 2229  0.302580096  1.09  1.09   0.2 0.125   0.67496333 8e+06 2.729313e+03
## 2230  0.276396973  1.09  1.09   0.2 0.125   1.45839336 8e+06 3.487171e+03
## 2231  0.098224411  1.09  1.09   0.2 0.125   0.93713256 8e+06 1.557747e+04
## 2232  0.170675914  1.09  1.09   0.2 0.125   6.08537640 8e+06 2.613052e+04
## 2233  0.238712288  1.09  1.09   0.2 0.125   0.78262160 8e+06 1.090835e+03
## 2234  0.141017922  1.09  1.09   0.2 0.125   9.03984965 8e+06 2.041565e+03
## 2235  0.110806475  1.09  1.09   0.2 0.125   0.57931091 8e+06 7.294822e+03
## 2236  0.178166249  1.09  1.09   0.2 0.125   6.82463572 8e+06 1.038891e+04
## 2237  0.381229834  1.09  1.09   0.2 0.125   0.73193690 8e+06 6.329907e+03
## 2238  0.609961048  1.09  1.09   0.2 0.125   2.05004426 8e+06 9.395089e+03
## 2239  0.095858972  1.09  1.09   0.2 0.125   0.71056991 8e+06 3.520575e+03
## 2240  0.530768764  1.09  1.09   0.2 0.125   1.07482730 8e+06 4.442398e+03
## 2241  0.269835951  1.09  1.09   0.2 0.125   0.37645314 8e+06 4.907471e+03
## 2242  0.087156851  1.09  1.09   0.2 0.125   4.71047372 8e+06 5.976776e+03
## 2243  0.164715481  1.09  1.09   0.2 0.125   0.75130084 8e+06 9.000267e+03
## 2244  0.174837655  1.09  1.09   0.2 0.125   6.83774307 8e+06 1.468410e+04
## 2245  0.210273801  1.09  1.09   0.2 0.125   0.21445811 8e+06 6.344477e+03
## 2246  0.114891254  1.09  1.09   0.2 0.125   6.09440700 8e+06 1.002828e+04
## 2247  0.200046628  1.09  1.09   0.2 0.125   0.47009242 8e+06 9.062087e+03
## 2248  0.138429522  1.09  1.09   0.2 0.125   4.18215169 8e+06 1.435012e+04
## 2249  0.383536113  1.09  1.09   0.2 0.125   0.96194053 8e+06 6.827703e+02
## 2250  0.098761641  1.09  1.09   0.2 0.125   3.33365239 8e+06 7.501694e+02
## 2251  0.390924368  1.09  1.09   0.2 0.125   0.52710737 8e+06 9.616722e+03
## 2252  0.774575991  1.09  1.09   0.2 0.125   2.12381584 8e+06 1.223494e+04
## 2253  0.381167143  1.09  1.09   0.2 0.125   0.77658581 8e+06 1.544310e+03
## 2254  0.119740753  1.09  1.09   0.2 0.125   3.18604520 8e+06 2.373517e+03
## 2255  0.308114499  1.09  1.09   0.2 0.125   0.49350566 8e+06 1.920298e+04
## 2256  0.139638721  1.09  1.09   0.2 0.125  10.92133975 8e+06 3.412948e+04
## 2257  0.326879708  1.09  1.09   0.2 0.125   0.21110546 8e+06 1.331676e+04
## 2258  0.126981088  1.09  1.09   0.2 0.125   2.13263076 8e+06 2.302315e+04
## 2259  0.111868913  1.09  1.09   0.2 0.125   0.41824846 8e+06 1.870548e+04
## 2260  0.542742927  1.09  1.09   0.2 0.125   1.83903448 8e+06 3.438813e+04
## 2261  0.152997723  1.09  1.09   0.2 0.125   0.84402394 8e+06 6.844877e+03
## 2262  0.123241172  1.09  1.09   0.2 0.125   5.94812255 8e+06 9.500501e+03
## 2263  0.089719005  1.09  1.09   0.2 0.125   0.96223233 8e+06 8.817351e+03
## 2264  0.147597038  1.09  1.09   0.2 0.125   8.07076553 8e+06 1.878054e+04
## 2265  0.285387107  1.09  1.09   0.2 0.125   0.83753629 8e+06 6.477850e+03
## 2266  0.146576615  1.09  1.09   0.2 0.125   6.84983666 8e+06 8.585074e+03
## 2267  0.051703476  1.09  1.09   0.2 0.125   0.49522694 8e+06 1.066728e+04
## 2268  0.544559051  1.09  1.09   0.2 0.125   1.92927628 8e+06 1.918742e+04
## 2269  0.147351221  1.09  1.09   0.2 0.125   0.95928452 8e+06 1.387643e+04
## 2270  0.193638000  1.09  1.09   0.2 0.125   7.24149437 8e+06 1.676860e+04
## 2271  0.053072770  1.09  1.09   0.2 0.125   0.60925955 8e+06 9.381516e+03
## 2272  0.536183819  1.09  1.09   0.2 0.125   2.96347175 8e+06 1.127264e+04
## 2273  0.319530648  1.09  1.09   0.2 0.125   0.91694875 8e+06 4.954586e+03
## 2274  0.114561634  1.09  1.09   0.2 0.125   7.37742501 8e+06 7.198900e+03
## 2275  0.399348253  1.09  1.09   0.2 0.125   0.33163128 8e+06 8.049822e+03
## 2276  0.121035418  1.09  1.09   0.2 0.125   4.73468866 8e+06 1.370122e+04
## 2277  0.154457052  1.09  1.09   0.2 0.125   0.67323698 8e+06 2.365877e+03
## 2278  0.047093685  1.09  1.09   0.2 0.125   2.81960523 8e+06 2.691201e+03
## 2279  0.376472694  1.09  1.09   0.2 0.125   0.68897755 8e+06 6.277251e+03
## 2280  0.128629434  1.09  1.09   0.2 0.125   6.44416418 8e+06 9.487077e+03
## 2281  0.207054082  1.09  1.09   0.2 0.125   0.84017112 8e+06 4.265907e+03
## 2282  0.103536100  1.09  1.09   0.2 0.125   3.24341022 8e+06 6.157102e+03
## 2283  0.201744904  1.09  1.09   0.2 0.125   0.37712269 8e+06 3.616116e+03
## 2284  0.107855358  1.09  1.09   0.2 0.125  17.36271056 8e+06 4.625048e+03
## 2285  0.250336863  1.09  1.09   0.2 0.125   0.58649215 8e+06 1.343097e+04
## 2286  0.145008127  1.09  1.09   0.2 0.125  17.17208417 8e+06 2.810665e+04
## 2287  0.367841309  1.09  1.09   0.2 0.125   0.72274673 8e+06 2.420846e+03
## 2288  0.104003130  1.09  1.09   0.2 0.125   3.73914712 8e+06 2.901742e+03
## 2289  0.187528510  1.09  1.09   0.2 0.125   0.21979232 8e+06 1.481474e+04
## 2290  0.156254146  1.09  1.09   0.2 0.125   7.30981141 8e+06 2.121148e+04
## 2291  0.217907066  1.09  1.09   0.2 0.125   0.23340462 8e+06 8.924416e+03
## 2292  0.577638047  1.09  1.09   0.2 0.125   1.45766544 8e+06 1.599180e+04
## 2293  0.300486166  1.09  1.09   0.2 0.125   0.53189928 8e+06 3.750969e+03
## 2294  0.053739579  1.09  1.09   0.2 0.125   5.33209024 8e+06 5.345769e+03
## 2295  0.286783589  1.09  1.09   0.2 0.125   0.86058238 8e+06 5.324132e+03
## 2296  0.687989633  1.09  1.09   0.2 0.125   1.55556566 8e+06 1.160519e+04
## 2297  0.261211427  1.09  1.09   0.2 0.125   0.92318128 8e+06 1.307951e+02
## 2298  0.588602877  1.09  1.09   0.2 0.125   2.05780095 8e+06 1.617554e+02
## 2299  0.378733508  1.09  1.09   0.2 0.125   0.39944883 8e+06 6.970214e+03
## 2300  0.140621125  1.09  1.09   0.2 0.125   3.71526617 8e+06 1.192687e+04
## 2301  0.075209911  1.09  1.09   0.2 0.125   0.24087841 8e+06 6.914846e+03
## 2302  0.163072928  1.09  1.09   0.2 0.125   6.33321387 8e+06 1.148529e+04
## 2303  0.082426665  1.09  1.09   0.2 0.125   0.51548491 8e+06 1.021584e+03
## 2304  0.112105661  1.09  1.09   0.2 0.125  10.96261046 8e+06 1.534651e+03
## 2305  0.125106087  1.09  1.09   0.2 0.125   0.97240239 8e+06 1.802341e+04
## 2306  0.159878901  1.09  1.09   0.2 0.125   9.97333882 8e+06 3.882070e+04
## 2307  0.388234590  1.09  1.09   0.2 0.125   0.47610260 8e+06 1.199116e+04
## 2308  0.134460329  1.09  1.09   0.2 0.125  19.45601996 8e+06 2.487191e+04
## 2309  0.296567735  1.09  1.09   0.2 0.125   0.52821528 8e+06 1.032758e+04
## 2310  0.125421321  1.09  1.09   0.2 0.125   4.20133895 8e+06 1.737344e+04
## 2311  0.057140211  1.09  1.09   0.2 0.125   0.35218808 8e+06 1.247712e+04
## 2312  0.162044203  1.09  1.09   0.2 0.125   6.36567471 8e+06 1.860718e+04
## 2313  0.242993925  1.09  1.09   0.2 0.125   0.83207310 8e+06 9.933420e+03
## 2314  0.556762992  1.09  1.09   0.2 0.125   1.78903202 8e+06 1.734998e+04
## 2315  0.261171190  1.09  1.09   0.2 0.125   0.93936044 8e+06 1.034036e+03
## 2316  0.627139278  1.09  1.09   0.2 0.125   1.71073044 8e+06 1.396744e+03
## 2317  0.139487648  1.09  1.09   0.2 0.125   0.29947550 8e+06 1.135690e+04
## 2318  0.130453376  1.09  1.09   0.2 0.125   5.25330567 8e+06 1.659988e+04
## 2319  0.194279255  1.09  1.09   0.2 0.125   0.51610176 8e+06 5.588336e+03
## 2320  0.161547367  1.09  1.09   0.2 0.125   3.84669663 8e+06 1.064168e+04
## 2321  0.170207286  1.09  1.09   0.2 0.125   0.79175042 8e+06 1.595339e+04
## 2322  0.141591122  1.09  1.09   0.2 0.125   0.08685429 8e+06 1.558382e+04
## 2323  0.212403861  1.09  1.09   0.2 0.125   0.38217120 8e+06 1.294287e+04
## 2324  0.634255742  1.09  1.09   0.2 0.125   1.84721541 8e+06 2.990625e+04
## 2325  0.370663446  1.09  1.09   0.2 0.125   0.36643578 8e+06 2.750928e+03
## 2326  0.112439458  1.09  1.09   0.2 0.125   3.60330987 8e+06 4.505947e+03
## 2327  0.145684284  1.09  1.09   0.2 0.125   0.84891672 8e+06 5.098574e+03
## 2328  0.675181018  1.09  1.09   0.2 0.125   2.79145239 8e+06 9.034783e+03
## 2329  0.246790445  1.09  1.09   0.2 0.125   0.95389636 8e+06 5.866767e+03
## 2330  0.433669183  1.09  1.09   0.2 0.125   4.99480448 8e+06 8.012347e+03
## 2331  0.324182110  1.09  1.09   0.2 0.125   0.36294345 8e+06 3.934440e+03
## 2332  0.556906323  1.09  1.09   0.2 0.125  12.60768847 8e+06 5.676152e+03
## 2333  0.368084489  1.09  1.09   0.2 0.125   0.85111014 8e+06 1.498134e+04
## 2334  0.134931598  1.09  1.09   0.2 0.125  13.39468615 8e+06 2.403448e+04
## 2335  0.296295823  1.09  1.09   0.2 0.125   0.22070567 8e+06 6.710091e+03
## 2336  0.162732455  1.09  1.09   0.2 0.125   4.31288731 8e+06 1.120667e+04
## 2337  0.281028755  1.09  1.09   0.2 0.125   0.25482172 8e+06 1.490710e+04
## 2338  0.170477642  1.09  1.09   0.2 0.125   8.32841482 8e+06 2.264086e+04
## 2339  0.374894077  1.09  1.09   0.2 0.125   0.37139872 8e+06 1.418942e+03
## 2340  0.125690312  1.09  1.09   0.2 0.125   3.58606637 8e+06 2.143539e+03
## 2341  0.334230398  1.09  1.09   0.2 0.125   0.42465145 8e+06 5.573021e+03
## 2342  0.064681426  1.09  1.09   0.2 0.125   2.97569624 8e+06 6.285597e+03
## 2343  0.346960830  1.09  1.09   0.2 0.125   0.79498262 8e+06 7.442256e+03
## 2344  0.525147770  1.09  1.09   0.2 0.125   2.54294797 8e+06 1.158076e+04
## 2345  0.210825299  1.09  1.09   0.2 0.125   0.31754136 8e+06 1.246691e+03
## 2346  0.507343236  1.09  1.09   0.2 0.125   5.03054403 8e+06 1.142501e+03
## 2347  0.263343752  1.09  1.09   0.2 0.125   0.35467054 8e+06 1.570877e+04
## 2348  0.922868996  1.09  1.09   0.2 0.125   1.15861637 8e+06 1.594023e+04
## 2349  0.155265920  1.09  1.09   0.2 0.125   0.96831753 8e+06 3.795584e+03
## 2350  0.059642477  1.09  1.09   0.2 0.125   1.54414898 8e+06 3.427694e+03
## 2351  0.100014341  1.09  1.09   0.2 0.125   0.84346484 8e+06 1.405711e+04
## 2352  0.623443627  1.09  1.09   0.2 0.125   1.32018222 8e+06 2.122901e+04
## 2353  0.158300280  1.09  1.09   0.2 0.125   0.90851216 8e+06 5.030323e+03
## 2354  0.135937494  1.09  1.09   0.2 0.125   4.08348828 8e+06 1.035510e+04
## 2355  0.361291722  1.09  1.09   0.2 0.125   0.61577556 8e+06 1.415225e+04
## 2356  0.129733438  1.09  1.09   0.2 0.125   6.83816972 8e+06 2.405813e+04
## 2357  0.176132807  1.09  1.09   0.2 0.125   0.77997887 8e+06 1.721483e+04
## 2358  0.158556414  1.09  1.09   0.2 0.125   6.64856327 8e+06 3.132586e+04
## 2359  0.287548987  1.09  1.09   0.2 0.125   0.30671918 8e+06 1.993670e+04
## 2360  0.677888504  1.09  1.09   0.2 0.125   2.21301026 8e+06 4.266025e+04
## 2361  0.096386568  1.09  1.09   0.2 0.125   0.48068366 8e+06 1.329596e+04
## 2362  0.141354525  1.09  1.09   0.2 0.125   3.95810963 8e+06 2.578196e+04
## 2363  0.371143640  1.09  1.09   0.2 0.125   0.87018396 8e+06 1.861256e+04
## 2364  0.146809215  1.09  1.09   0.2 0.125   9.54124578 8e+06 3.321348e+04
## 2365  0.354982611  1.09  1.09   0.2 0.125   0.91970977 8e+06 3.757483e+03
## 2366  0.149561710  1.09  1.09   0.2 0.125   3.91479853 8e+06 7.673489e+03
## 2367  0.301031557  1.09  1.09   0.2 0.125   0.25689188 8e+06 8.247877e+03
## 2368  0.071549600  1.09  1.09   0.2 0.125  43.17929903 8e+06 9.665862e+03
## 2369  0.384936812  1.09  1.09   0.2 0.125   0.86151007 8e+06 6.369357e+02
## 2370  0.054049481  1.09  1.09   0.2 0.125   4.41747181 8e+06 7.283344e+02
## 2371  0.066978903  1.09  1.09   0.2 0.125   0.53878864 8e+06 1.412048e+04
## 2372  0.200706067  1.09  1.09   0.2 0.125  10.01288229 8e+06 1.819356e+04
## 2373  0.115216283  1.09  1.09   0.2 0.125   0.80349707 8e+06 1.945409e+04
## 2374  0.137929889  1.09  1.09   0.2 0.125   2.90037033 8e+06 2.827624e+04
## 2375  0.163391602  1.09  1.09   0.2 0.125   0.61854100 8e+06 2.051338e+03
## 2376  0.056002636  1.09  1.09   0.2 0.125   9.05938680 8e+06 2.287938e+03
## 2377  0.283864555  1.09  1.09   0.2 0.125   0.65059665 8e+06 3.152138e+03
## 2378  0.599488340  1.09  1.09   0.2 0.125   1.35554213 8e+06 3.577656e+03
## 2379  0.084423493  1.09  1.09   0.2 0.125   0.29338726 8e+06 6.375191e+03
## 2380  0.535833809  1.09  1.09   0.2 0.125   5.43653853 8e+06 9.037093e+03
## 2381  0.216113955  1.09  1.09   0.2 0.125   0.20492778 8e+06 6.453457e+03
## 2382  0.049389821  1.09  1.09   0.2 0.125   2.86938331 8e+06 7.582325e+03
## 2383  0.211954239  1.09  1.09   0.2 0.125   0.63796088 8e+06 1.985555e+04
## 2384  0.154926561  1.09  1.09   0.2 0.125   7.48484829 8e+06 3.860536e+04
## 2385  0.196328691  1.09  1.09   0.2 0.125   0.70726769 8e+06 7.135092e+03
## 2386  0.126417435  1.09  1.09   0.2 0.125   6.97011675 8e+06 1.136924e+04
## 2387  0.230774553  1.09  1.09   0.2 0.125   0.31543912 8e+06 7.770456e+03
## 2388  0.056391827  1.09  1.09   0.2 0.125  10.57907189 8e+06 1.025209e+04
## 2389  0.225295559  1.09  1.09   0.2 0.125   0.21058236 8e+06 2.684022e+01
## 2390  0.487762242  1.09  1.09   0.2 0.125   1.19957112 8e+06 2.704923e+01
## 2391  0.352269015  1.09  1.09   0.2 0.125   0.65777119 8e+06 1.951114e+04
## 2392  0.719509518  1.09  1.09   0.2 0.125   2.95566539 8e+06 2.972009e+04
## 2393  0.362485566  1.09  1.09   0.2 0.125   0.88964654 8e+06 4.251429e+03
## 2394  0.046663086  1.09  1.09   0.2 0.125   2.88466716 8e+06 4.774672e+03
## 2395  0.387575523  1.09  1.09   0.2 0.125   0.47311681 8e+06 1.026471e+04
## 2396  0.155118372  1.09  1.09   0.2 0.125   3.80010825 8e+06 1.671552e+04
## 2397  0.069535336  1.09  1.09   0.2 0.125   0.52087136 8e+06 3.739149e+03
## 2398  0.543730241  1.09  1.09   0.2 0.125   0.98101579 8e+06 4.736400e+03
## 2399  0.310253676  1.09  1.09   0.2 0.125   0.52336441 8e+06 1.524678e+04
## 2400  0.157896691  1.09  1.09   0.2 0.125   4.59241990 8e+06 2.076904e+04
## 2401  0.067324883  1.09  1.09   0.2 0.125   0.50523156 8e+06 2.715371e+03
## 2402  0.575308283  1.09  1.09   0.2 0.125   1.48099865 8e+06 4.140970e+03
## 2403  0.134750445  1.09  1.09   0.2 0.125   0.93009441 8e+06 1.738246e+04
## 2404  0.174130063  1.09  1.09   0.2 0.125   1.56897827 8e+06 1.570283e+04
## 2405  0.123492072  1.09  1.09   0.2 0.125   0.83636465 8e+06 6.523142e+02
## 2406  0.487153407  1.09  1.09   0.2 0.125   4.79954821 8e+06 6.645930e+02
## 2407  0.210686279  1.09  1.09   0.2 0.125   0.48461959 8e+06 5.777429e+03
## 2408  0.129450037  1.09  1.09   0.2 0.125   7.68315198 8e+06 1.003651e+04
## 2409  0.120307716  1.09  1.09   0.2 0.125   0.76885146 8e+06 1.148448e+04
## 2410  0.173009060  1.09  1.09   0.2 0.125   9.35442352 8e+06 1.726231e+04
## 2411  0.052893833  1.09  1.09   0.2 0.125   0.97576259 8e+06 1.865371e+04
## 2412  0.193233810  1.09  1.09   0.2 0.125   5.24255957 8e+06 2.553352e+04
## 2413  0.285054473  1.09  1.09   0.2 0.125   0.88744818 8e+06 1.495144e+04
## 2414  0.140370858  1.09  1.09   0.2 0.125   4.86912459 8e+06 2.107596e+04
## 2415  0.261811247  1.09  1.09   0.2 0.125   0.70602919 8e+06 6.572008e+02
## 2416  0.050752405  1.09  1.09   0.2 0.125   2.66674462 8e+06 7.149110e+02
## 2417  0.208786938  1.09  1.09   0.2 0.125   0.76527762 8e+06 9.741847e+03
## 2418  0.136641713  1.09  1.09   0.2 0.125   5.70687957 8e+06 2.164379e+04
## 2419  0.128298707  1.09  1.09   0.2 0.125   0.45902722 8e+06 4.942449e+03
## 2420  0.106301948  1.09  1.09   0.2 0.125   6.00309864 8e+06 6.934484e+03
## 2421  0.327071297  1.09  1.09   0.2 0.125   0.79201342 8e+06 1.858402e+04
## 2422  0.013391914  1.09  1.09   0.2 0.125   2.06510892 8e+06 3.469103e+04
## 2423  0.200774737  1.09  1.09   0.2 0.125   0.29534660 8e+06 1.483856e+03
## 2424  0.678120941  1.09  1.09   0.2 0.125   1.17649346 8e+06 2.356993e+03
## 2425  0.125676857  1.09  1.09   0.2 0.125   0.57312740 8e+06 6.768920e+03
## 2426  0.121761124  1.09  1.09   0.2 0.125  13.98330915 8e+06 9.846958e+03
## 2427  0.092056845  1.09  1.09   0.2 0.125   0.24742297 8e+06 1.483713e+04
## 2428  0.142657191  1.09  1.09   0.2 0.125   2.83226114 8e+06 2.557946e+04
## 2429  0.297187951  1.09  1.09   0.2 0.125   0.83411806 8e+06 1.328640e+04
## 2430  0.130947937  1.09  1.09   0.2 0.125  15.94836548 8e+06 2.339420e+04
## 2431  0.273753629  1.09  1.09   0.2 0.125   0.90953431 8e+06 5.249142e+03
## 2432  0.187589719  1.09  1.09   0.2 0.125   6.07802044 8e+06 9.071255e+03
## 2433  0.175083846  1.09  1.09   0.2 0.125   0.20029743 8e+06 4.619997e+03
## 2434  0.054251658  1.09  1.09   0.2 0.125  10.21125673 8e+06 6.614081e+03
## 2435  0.111647218  1.09  1.09   0.2 0.125   0.45888453 8e+06 1.641045e+04
## 2436  0.129074153  1.09  1.09   0.2 0.125  25.27665572 8e+06 3.728240e+04
## 2437  0.190563645  1.09  1.09   0.2 0.125   0.98264024 8e+06 1.383069e+04
## 2438  0.627453412  1.09  1.09   0.2 0.125   5.47946597 8e+06 2.984968e+04
## 2439  0.243607115  1.09  1.09   0.2 0.125   0.76924624 8e+06 2.189254e+03
## 2440  0.135489994  1.09  1.09   0.2 0.125   5.72144561 8e+06 4.774091e+03
## 2441  0.385765467  1.09  1.09   0.2 0.125   0.85945468 8e+06 1.349635e+04
## 2442  0.038633233  1.09  1.09   0.2 0.125   9.15068389 8e+06 3.089820e+04
## 2443  0.293396449  1.09  1.09   0.2 0.125   0.26891859 8e+06 1.355258e+04
## 2444  0.129161966  1.09  1.09   0.2 0.125   7.00236429 8e+06 2.461305e+04
## 2445  0.124602525  1.09  1.09   0.2 0.125   0.21106475 8e+06 1.089294e+04
## 2446  0.106251219  1.09  1.09   0.2 0.125   5.58720226 8e+06 1.560863e+04
## 2447  0.198446142  1.09  1.09   0.2 0.125   0.90205825 8e+06 1.977149e+03
## 2448  0.118964663  1.09  1.09   0.2 0.125  25.86307068 8e+06 4.155277e+03
## 2449  0.229650646  1.09  1.09   0.2 0.125   0.81253891 8e+06 3.527883e+03
## 2450  0.110206976  1.09  1.09   0.2 0.125   7.27100401 8e+06 4.541823e+03
## 2451  0.138488785  1.09  1.09   0.2 0.125   0.52227582 8e+06 2.930266e+03
## 2452  0.046710215  1.09  1.09   0.2 0.125  10.07910441 8e+06 2.981944e+03
## 2453  0.287559027  1.09  1.09   0.2 0.125   0.76292543 8e+06 1.986760e+04
## 2454  0.521739110  1.09  1.09   0.2 0.125   6.39387716 8e+06 3.954578e+04
## 2455  0.198974530  1.09  1.09   0.2 0.125   0.65469295 8e+06 1.362688e+04
## 2456  0.176347588  1.09  1.09   0.2 0.125  16.65230225 8e+06 2.054424e+04
## 2457  0.073309287  1.09  1.09   0.2 0.125   0.98252076 8e+06 7.526728e+03
## 2458  0.152862953  1.09  1.09   0.2 0.125   4.52990254 8e+06 1.320040e+04
## 2459  0.180776695  1.09  1.09   0.2 0.125   0.94125168 8e+06 3.911302e+03
## 2460  0.109314728  1.09  1.09   0.2 0.125   8.85880717 8e+06 5.761620e+03
## 2461  0.345774349  1.09  1.09   0.2 0.125   0.21488950 8e+06 1.869169e+04
## 2462  0.203076797  1.09  1.09   0.2 0.125   6.96609106 8e+06 1.916834e+04
## 2463  0.216596314  1.09  1.09   0.2 0.125   0.62716601 8e+06 1.287145e+04
## 2464  0.131183397  1.09  1.09   0.2 0.125  27.51944575 8e+06 2.551618e+04
## 2465  0.139711692  1.09  1.09   0.2 0.125   0.83652450 8e+06 1.176279e+04
## 2466  0.179955587  1.09  1.09   0.2 0.125   7.86885145 8e+06 1.257821e+04
## 2467  0.100822855  1.09  1.09   0.2 0.125   0.37405810 8e+06 1.389963e+04
## 2468  0.189760670  1.09  1.09   0.2 0.125   3.47468407 8e+06 1.305727e+04
## 2469  0.064293509  1.09  1.09   0.2 0.125   0.64103078 8e+06 1.462805e+04
## 2470  0.700307201  1.09  1.09   0.2 0.125   5.90427074 8e+06 2.648104e+04
## 2471  0.389077395  1.09  1.09   0.2 0.125   0.46490190 8e+06 5.325345e+03
## 2472  0.119250846  1.09  1.09   0.2 0.125   5.39664550 8e+06 8.539898e+03
## 2473  0.248006901  1.09  1.09   0.2 0.125   0.44848420 8e+06 1.310774e+04
## 2474  0.185848404  1.09  1.09   0.2 0.125   5.55906141 8e+06 1.527179e+04
## 2475  0.381662183  1.09  1.09   0.2 0.125   0.53875861 8e+06 3.900420e+03
## 2476  0.039359321  1.09  1.09   0.2 0.125   3.11693538 8e+06 4.351955e+03
## 2477  0.162123996  1.09  1.09   0.2 0.125   0.99864558 8e+06 1.268260e+04
## 2478  0.128627969  1.09  1.09   0.2 0.125   4.94553438 8e+06 1.947542e+04
## 2479  0.393514892  1.09  1.09   0.2 0.125   0.44129391 8e+06 2.690930e+03
## 2480  0.045415657  1.09  1.09   0.2 0.125   2.43816019 8e+06 4.099733e+03
## 2481  0.221351020  1.09  1.09   0.2 0.125   0.20381824 8e+06 1.106283e+04
## 2482  0.139218981  1.09  1.09   0.2 0.125   8.37190329 8e+06 2.091789e+04
## 2483  0.283010627  1.09  1.09   0.2 0.125   0.81249428 8e+06 1.780099e+04
## 2484  0.145733853  1.09  1.09   0.2 0.125   4.89977262 8e+06 2.188980e+04
## 2485  0.279853756  1.09  1.09   0.2 0.125   0.83213613 8e+06 1.658200e+04
## 2486  0.144166999  1.09  1.09   0.2 0.125   4.74976215 8e+06 3.806616e+04
## 2487  0.381213734  1.09  1.09   0.2 0.125   0.54128123 8e+06 1.453464e+04
## 2488  0.182173848  1.09  1.09   0.2 0.125   8.50499996 8e+06 2.078325e+04
## 2489  0.058595591  1.09  1.09   0.2 0.125   0.30813440 8e+06 1.048201e+04
## 2490  0.624411647  1.09  1.09   0.2 0.125   2.92750806 8e+06 1.906342e+04
## 2491  0.313355457  1.09  1.09   0.2 0.125   0.99045208 8e+06 1.287227e+04
## 2492  0.422094049  1.09  1.09   0.2 0.125  21.09886231 8e+06 1.711257e+04
## 2493  0.057901402  1.09  1.09   0.2 0.125   0.36649774 8e+06 1.354723e+04
## 2494  0.135211579  1.09  1.09   0.2 0.125  11.77966734 8e+06 1.974180e+04
## 2495  0.092559677  1.09  1.09   0.2 0.125   0.69136671 8e+06 8.510686e+03
## 2496  0.124586054  1.09  1.09   0.2 0.125   6.53593012 8e+06 1.490732e+04
## 2497  0.358747332  1.09  1.09   0.2 0.125   0.52567597 8e+06 9.100792e+03
## 2498  0.165773864  1.09  1.09   0.2 0.125   5.10367233 8e+06 1.355243e+04
## 2499  0.271778444  1.09  1.09   0.2 0.125   0.63886248 8e+06 1.896557e+04
## 2500  0.194928156  1.09  1.09   0.2 0.125  18.35505398 8e+06 3.260387e+04
## 2501  0.225586070  1.09  1.09   0.2 0.125   0.40349162 8e+06 1.250592e+04
## 2502  0.137766986  1.09  1.09   0.2 0.125  16.90235254 8e+06 2.047286e+04
## 2503  0.319223651  1.09  1.09   0.2 0.125   0.45680538 8e+06 2.023076e+02
## 2504  0.101762925  1.09  1.09   0.2 0.125   9.63089797 8e+06 2.248952e+02
## 2505  0.123607586  1.09  1.09   0.2 0.125   0.92776540 8e+06 7.380142e+03
## 2506  0.153486540  1.09  1.09   0.2 0.125   8.51698259 8e+06 1.045816e+04
## 2507  0.316143882  1.09  1.09   0.2 0.125   0.92287122 8e+06 2.434594e+03
## 2508  0.096662110  1.09  1.09   0.2 0.125   3.70017024 8e+06 3.840940e+03
## 2509  0.174772166  1.09  1.09   0.2 0.125   0.81261589 8e+06 2.813472e+03
## 2510  0.100545499  1.09  1.09   0.2 0.125   4.77619092 8e+06 3.721633e+03
## 2511  0.399391168  1.09  1.09   0.2 0.125   0.29561911 8e+06 1.035854e+04
## 2512  0.199540649  1.09  1.09   0.2 0.125   9.03287484 8e+06 1.248112e+04
## 2513  0.301562713  1.09  1.09   0.2 0.125   0.75377004 8e+06 6.927007e+02
## 2514  0.043035987  1.09  1.09   0.2 0.125   8.98362290 8e+06 7.459096e+02
## 2515  0.137088126  1.09  1.09   0.2 0.125   0.31619264 8e+06 1.555720e+04
## 2516  0.162054814  1.09  1.09   0.2 0.125   2.37667687 8e+06 3.093818e+04
## 2517  0.218944209  1.09  1.09   0.2 0.125   0.38654755 8e+06 1.411951e+04
## 2518  0.148958485  1.09  1.09   0.2 0.125   4.05519735 8e+06 2.108617e+04
## 2519  0.298518974  1.09  1.09   0.2 0.125   0.28850118 8e+06 1.206056e+04
## 2520  0.171102105  1.09  1.09   0.2 0.125   7.75746130 8e+06 1.613573e+04
## 2521  0.090368319  1.09  1.09   0.2 0.125   0.75786626 8e+06 8.886437e+03
## 2522  0.559760591  1.09  1.09   0.2 0.125   1.28396036 8e+06 1.038930e+04
## 2523  0.229915078  1.09  1.09   0.2 0.125   0.26297821 8e+06 1.883342e+04
## 2524  0.205512202  1.09  1.09   0.2 0.125   7.69344020 8e+06 1.654437e+04
## 2525  0.131056004  1.09  1.09   0.2 0.125   0.46334122 8e+06 1.508925e+04
## 2526  0.211434576  1.09  1.09   0.2 0.125   6.20030119 8e+06 1.110448e+04
## 2527  0.142259548  1.09  1.09   0.2 0.125   0.90948917 8e+06 1.571429e+04
## 2528  0.144855553  1.09  1.09   0.2 0.125   0.98871284 8e+06 1.427948e+04
## 2529  0.212366806  1.09  1.09   0.2 0.125   0.89338751 8e+06 1.965689e+04
## 2530  0.153158628  1.09  1.09   0.2 0.125   4.40759767 8e+06 3.107469e+04
## 2531  0.282212500  1.09  1.09   0.2 0.125   0.84912819 8e+06 7.087371e+03
## 2532  0.097184803  1.09  1.09   0.2 0.125   3.13256609 8e+06 1.181216e+04
## 2533  0.334094644  1.09  1.09   0.2 0.125   0.48295142 8e+06 3.784985e+03
## 2534  0.527745212  1.09  1.09   0.2 0.125   1.20493616 8e+06 4.990759e+03
## 2535  0.098281292  1.09  1.09   0.2 0.125   0.39910792 8e+06 7.379120e+03
## 2536  0.109895144  1.09  1.09   0.2 0.125   4.98915657 8e+06 1.150449e+04
## 2537  0.103691651  1.09  1.09   0.2 0.125   0.64339260 8e+06 1.756371e+04
## 2538  0.150402377  1.09  1.09   0.2 0.125   3.34180848 8e+06 3.539724e+04
## 2539  0.218382129  1.09  1.09   0.2 0.125   0.94606945 8e+06 1.365352e+04
## 2540  0.194704179  1.09  1.09   0.2 0.125   6.59020618 8e+06 2.098097e+04
## 2541  0.307193614  1.09  1.09   0.2 0.125   0.97706507 8e+06 7.624559e+03
## 2542  0.144201905  1.09  1.09   0.2 0.125   7.16037493 8e+06 1.685876e+04
## 2543  0.247137111  1.09  1.09   0.2 0.125   0.48387723 8e+06 1.901284e+04
## 2544  0.183996382  1.09  1.09   0.2 0.125   5.46501422 8e+06 2.864675e+04
## 2545  0.238614880  1.09  1.09   0.2 0.125   0.63404287 8e+06 1.138455e+04
## 2546  0.525336492  1.09  1.09   0.2 0.125   1.33165386 8e+06 1.638032e+04
## 2547  0.302011184  1.09  1.09   0.2 0.125   0.45507912 8e+06 9.967374e+03
## 2548  0.121620513  1.09  1.09   0.2 0.125   2.91837042 8e+06 1.430218e+04
## 2549  0.314329164  1.09  1.09   0.2 0.125   0.35211621 8e+06 2.416455e+03
## 2550  0.511658570  1.09  1.09   0.2 0.125   2.57396052 8e+06 2.332734e+03
## 2551  0.171904855  1.09  1.09   0.2 0.125   0.26673309 8e+06 1.017557e+04
## 2552  0.152579163  1.09  1.09   0.2 0.125   6.89843544 8e+06 1.137914e+04
## 2553  0.341099362  1.09  1.09   0.2 0.125   0.70815799 8e+06 1.589165e+03
## 2554  0.186942636  1.09  1.09   0.2 0.125   5.63691975 8e+06 4.251063e+03
## 2555  0.244795262  1.09  1.09   0.2 0.125   0.72889418 8e+06 4.124467e+02
## 2556  0.522683114  1.09  1.09   0.2 0.125   1.63455849 8e+06 3.965483e+02
## 2557  0.207266728  1.09  1.09   0.2 0.125   0.32979643 8e+06 5.145752e+01
## 2558  0.489017766  1.09  1.09   0.2 0.125   1.10928314 8e+06 5.130905e+01
## 2559  0.295905309  1.09  1.09   0.2 0.125   0.58336270 8e+06 1.330474e+02
## 2560  0.121938087  1.09  1.09   0.2 0.125   7.62715672 8e+06 1.720129e+02
## 2561  0.202599144  1.09  1.09   0.2 0.125   0.24620936 8e+06 1.083959e+04
## 2562  0.571872734  1.09  1.09   0.2 0.125   1.80965497 8e+06 1.594275e+04
## 2563  0.138395209  1.09  1.09   0.2 0.125   0.31434782 8e+06 1.961457e+04
## 2564  0.165907145  1.09  1.09   0.2 0.125   7.88994554 8e+06 3.285161e+04
## 2565  0.398154546  1.09  1.09   0.2 0.125   0.61109387 8e+06 4.798671e+03
## 2566  0.164847699  1.09  1.09   0.2 0.125   8.48305649 8e+06 7.833654e+03
## 2567  0.373935201  1.09  1.09   0.2 0.125   0.30231723 8e+06 6.584019e+03
## 2568  0.157678366  1.09  1.09   0.2 0.125   3.37958887 8e+06 1.195326e+04
## 2569  0.198510568  1.09  1.09   0.2 0.125   0.66187618 8e+06 1.624795e+04
## 2570  0.194627467  1.09  1.09   0.2 0.125   4.04640497 8e+06 1.910120e+04
## 2571  0.340567103  1.09  1.09   0.2 0.125   0.58731374 8e+06 9.798359e+03
## 2572  0.124973041  1.09  1.09   0.2 0.125   3.89398768 8e+06 1.514979e+04
## 2573  0.115247499  1.09  1.09   0.2 0.125   0.35674427 8e+06 1.917829e+04
## 2574  0.134464427  1.09  1.09   0.2 0.125   5.31233663 8e+06 2.787921e+04
## 2575  0.203470560  1.09  1.09   0.2 0.125   0.70888208 8e+06 8.612040e+03
## 2576  0.141725233  1.09  1.09   0.2 0.125   3.22487699 8e+06 2.127165e+04
## 2577  0.107361377  1.09  1.09   0.2 0.125   0.77048099 8e+06 7.194584e+03
## 2578  0.739827799  1.09  1.09   0.2 0.125   1.04992129 8e+06 6.786330e+03
## 2579  0.096570847  1.09  1.09   0.2 0.125   0.30227026 8e+06 1.614516e+04
## 2580  0.149851182  1.09  1.09   0.2 0.125   6.77866669 8e+06 1.702656e+04
## 2581  0.347106571  1.09  1.09   0.2 0.125   0.73822523 8e+06 9.764379e+03
## 2582  0.128484040  1.09  1.09   0.2 0.125   5.48293929 8e+06 1.600422e+04
## 2583  0.342717355  1.09  1.09   0.2 0.125   0.95178686 8e+06 7.618032e+03
## 2584  0.539409572  1.09  1.09   0.2 0.125  11.62674607 8e+06 9.083787e+03
## 2585  0.224831009  1.09  1.09   0.2 0.125   0.66662208 8e+06 1.840165e+04
## 2586  0.193235060  1.09  1.09   0.2 0.125   5.64994808 8e+06 2.728606e+04
## 2587  0.110723957  1.09  1.09   0.2 0.125   0.69582571 8e+06 1.142798e+02
## 2588  0.100709748  1.09  1.09   0.2 0.125   3.55538210 8e+06 1.007544e+02
## 2589  0.086674433  1.09  1.09   0.2 0.125   0.86809851 8e+06 5.434672e+03
## 2590  0.150586930  1.09  1.09   0.2 0.125   5.22285445 8e+06 1.046884e+04
## 2591  0.237955839  1.09  1.09   0.2 0.125   0.35617068 8e+06 3.588677e+03
## 2592  0.114536795  1.09  1.09   0.2 0.125   8.21616722 8e+06 5.916568e+03
## 2593  0.254255506  1.09  1.09   0.2 0.125   0.27888666 8e+06 1.625944e+04
## 2594  0.160761038  1.09  1.09   0.2 0.125   3.83214099 8e+06 2.703222e+04
## 2595  0.394628795  1.09  1.09   0.2 0.125   0.90414859 8e+06 9.351562e+03
## 2596  0.332525835  1.09  1.09   0.2 0.125   5.00874930 8e+06 1.014608e+04
## 2597  0.235696457  1.09  1.09   0.2 0.125   0.97749982 8e+06 1.104576e+04
## 2598  0.130908788  1.09  1.09   0.2 0.125   8.10579344 8e+06 1.942861e+04
## 2599  0.151962740  1.09  1.09   0.2 0.125   0.70248126 8e+06 1.323168e+04
## 2600  0.659424527  1.09  1.09   0.2 0.125   2.88857444 8e+06 3.677135e+04
## 2601  0.086383360  1.09  1.09   0.2 0.125   0.45749876 8e+06 1.879639e+04
## 2602  0.619716686  1.09  1.09   0.2 0.125   2.63103147 8e+06 3.520650e+04
## 2603  0.133077580  1.09  1.09   0.2 0.125   0.64532457 8e+06 1.587086e+04
## 2604  0.229993019  1.09  1.09   0.2 0.125   3.78669652 8e+06 1.141163e+04
## 2605  0.077572689  1.09  1.09   0.2 0.125   0.21502099 8e+06 1.424935e+04
## 2606  0.149986567  1.09  1.09   0.2 0.125   1.68363903 8e+06 1.764556e+04
## 2607  0.308633593  1.09  1.09   0.2 0.125   0.62991924 8e+06 1.370266e+04
## 2608  0.172979567  1.09  1.09   0.2 0.125   7.90175353 8e+06 2.442003e+04
## 2609  0.190038835  1.09  1.09   0.2 0.125   0.62314545 8e+06 1.125997e+03
## 2610  0.069212907  1.09  1.09   0.2 0.125   4.44522179 8e+06 1.401347e+03
## 2611  0.397090684  1.09  1.09   0.2 0.125   0.54707327 8e+06 1.277655e+04
## 2612  0.186906510  1.09  1.09   0.2 0.125  14.09516860 8e+06 2.141172e+04
## 2613  0.399147096  1.09  1.09   0.2 0.125   0.96715131 8e+06 1.161277e+04
## 2614  0.553929269  1.09  1.09   0.2 0.125   1.04080541 8e+06 1.683638e+04
## 2615  0.232490954  1.09  1.09   0.2 0.125   0.57799796 8e+06 1.779061e+03
## 2616  0.498658513  1.09  1.09   0.2 0.125   2.09604194 8e+06 2.792048e+03
## 2617  0.261305933  1.09  1.09   0.2 0.125   0.82643337 8e+06 9.244183e+03
## 2618  0.165793560  1.09  1.09   0.2 0.125   4.91255282 8e+06 1.895612e+04
## 2619  0.379855836  1.09  1.09   0.2 0.125   0.91829105 8e+06 1.062694e+04
## 2620  0.130467319  1.09  1.09   0.2 0.125   9.49119632 8e+06 1.613148e+04
## 2621  0.284888700  1.09  1.09   0.2 0.125   0.99975531 8e+06 1.865570e+04
## 2622  0.200482680  1.09  1.09   0.2 0.125  13.73474572 8e+06 1.822528e+04
## 2623  0.179954163  1.09  1.09   0.2 0.125   0.20707175 8e+06 7.568309e+03
## 2624  0.146874740  1.09  1.09   0.2 0.125   6.24130111 8e+06 1.246360e+04
## 2625  0.156233062  1.09  1.09   0.2 0.125   0.94499365 8e+06 1.507396e+04
## 2626  0.168488309  1.09  1.09   0.2 0.125   5.38983893 8e+06 2.489576e+04
## 2627  0.082754070  1.09  1.09   0.2 0.125   0.42709417 8e+06 9.811580e+03
## 2628  0.600476059  1.09  1.09   0.2 0.125   1.04749015 8e+06 1.982378e+04
## 2629  0.128583794  1.09  1.09   0.2 0.125   0.86260092 8e+06 1.481677e+04
## 2630  0.169492356  1.09  1.09   0.2 0.125   3.44156704 8e+06 2.318914e+04
## 2631  0.155720538  1.09  1.09   0.2 0.125   0.65819415 8e+06 9.342374e+03
## 2632  0.596366874  1.09  1.09   0.2 0.125   1.18947552 8e+06 2.069808e+04
## 2633  0.323156874  1.09  1.09   0.2 0.125   0.31528822 8e+06 1.844717e+04
## 2634  0.203522207  1.09  1.09   0.2 0.125   6.28719703 8e+06 1.316603e+04
## 2635  0.186303554  1.09  1.09   0.2 0.125   0.48131151 8e+06 2.130717e+03
## 2636  0.058940260  1.09  1.09   0.2 0.125   5.36954691 8e+06 2.578274e+03
## 2637  0.223406913  1.09  1.09   0.2 0.125   0.48477068 8e+06 4.516506e+03
## 2638  0.053786385  1.09  1.09   0.2 0.125  11.56863398 8e+06 3.899363e+03
## 2639  0.360367909  1.09  1.09   0.2 0.125   0.23967366 8e+06 1.566696e+04
## 2640  0.140451386  1.09  1.09   0.2 0.125   7.05625863 8e+06 2.524398e+04
## 2641  0.059878414  1.09  1.09   0.2 0.125   0.87507127 8e+06 9.119328e+03
## 2642  0.527811140  1.09  1.09   0.2 0.125   2.07441083 8e+06 1.158028e+04
## 2643  0.157619140  1.09  1.09   0.2 0.125   0.46384727 8e+06 1.116405e+04
## 2644  0.134699950  1.09  1.09   0.2 0.125   3.08669671 8e+06 2.208237e+04
## 2645  0.255518148  1.09  1.09   0.2 0.125   0.32287876 8e+06 3.923796e+03
## 2646  0.597680309  1.09  1.09   0.2 0.125   1.00202908 8e+06 6.169175e+03
## 2647  0.169793588  1.09  1.09   0.2 0.125   0.72923716 8e+06 1.241149e+04
## 2648  0.186817758  1.09  1.09   0.2 0.125   4.10935901 8e+06 2.539124e+04
## 2649  0.125000443  1.09  1.09   0.2 0.125   0.91325145 8e+06 8.198249e+03
## 2650  0.137852401  1.09  1.09   0.2 0.125   4.84590004 8e+06 1.181381e+04
## 2651  0.163033872  1.09  1.09   0.2 0.125   0.56815957 8e+06 1.614561e+03
## 2652  0.107238011  1.09  1.09   0.2 0.125  11.63794955 8e+06 2.104040e+03
## 2653  0.230571945  1.09  1.09   0.2 0.125   0.53415073 8e+06 1.030835e+03
## 2654  0.114749271  1.09  1.09   0.2 0.125   3.92666310 8e+06 1.641405e+03
## 2655  0.338846172  1.09  1.09   0.2 0.125   0.63857892 8e+06 3.702201e+03
## 2656  0.945136890  1.09  1.09   0.2 0.125   2.54752130 8e+06 3.832629e+03
## 2657  0.330972256  1.09  1.09   0.2 0.125   0.31956950 8e+06 8.161643e+03
## 2658  0.102621391  1.09  1.09   0.2 0.125   8.31819877 8e+06 9.727281e+03
## 2659  0.144770591  1.09  1.09   0.2 0.125   0.58064455 8e+06 2.311859e+03
## 2660  0.044953179  1.09  1.09   0.2 0.125   6.86510834 8e+06 3.206448e+03
## 2661  0.082672471  1.09  1.09   0.2 0.125   0.65360135 8e+06 1.808384e+04
## 2662  0.045056457  1.09  1.09   0.2 0.125   6.39805498 8e+06 2.404072e+04
## 2663  0.292090337  1.09  1.09   0.2 0.125   0.76791400 8e+06 1.718015e+04
## 2664  0.145517216  1.09  1.09   0.2 0.125   6.61294563 8e+06 3.074201e+04
## 2665  0.137327983  1.09  1.09   0.2 0.125   0.25911980 8e+06 2.646068e+03
## 2666  0.448015020  1.09  1.09   0.2 0.125  10.56085257 8e+06 2.816137e+03
## 2667  0.063801349  1.09  1.09   0.2 0.125   0.28157955 8e+06 1.596826e+04
## 2668  0.147932404  1.09  1.09   0.2 0.125   4.30820102 8e+06 2.000067e+04
## 2669  0.219555174  1.09  1.09   0.2 0.125   0.51016355 8e+06 1.628947e+04
## 2670  0.127543337  1.09  1.09   0.2 0.125   4.18596843 8e+06 2.999582e+04
## 2671  0.330632841  1.09  1.09   0.2 0.125   0.54559217 8e+06 1.544073e+04
## 2672  0.569735889  1.09  1.09   0.2 0.125   1.82732262 8e+06 2.390683e+04
## 2673  0.241365010  1.09  1.09   0.2 0.125   0.97805182 8e+06 4.139251e+02
## 2674  0.505076630  1.09  1.09   0.2 0.125   5.63625714 8e+06 3.665887e+02
## 2675  0.179128342  1.09  1.09   0.2 0.125   0.94084158 8e+06 1.017307e+04
## 2676  0.131416359  1.09  1.09   0.2 0.125  13.86997453 8e+06 1.545745e+04
## 2677  0.353703854  1.09  1.09   0.2 0.125   0.64816670 8e+06 9.478368e+03
## 2678  0.141286393  1.09  1.09   0.2 0.125   8.26718431 8e+06 1.764771e+04
## 2679  0.089283539  1.09  1.09   0.2 0.125   0.76814180 8e+06 3.380757e+03
## 2680  0.054570341  1.09  1.09   0.2 0.125  16.68810211 8e+06 4.229259e+03
## 2681  0.262452371  1.09  1.09   0.2 0.125   0.92608394 8e+06 7.916415e+03
## 2682  0.051564933  1.09  1.09   0.2 0.125  35.51306858 8e+06 1.191771e+04
## 2683  0.057078981  1.09  1.09   0.2 0.125   0.92051609 8e+06 1.851033e+04
## 2684  0.148226896  1.09  1.09   0.2 0.125   5.31141233 8e+06 2.473117e+04
## 2685  0.307700585  1.09  1.09   0.2 0.125   0.72548265 8e+06 1.982801e+03
## 2686  0.104516211  1.09  1.09   0.2 0.125   3.32944680 8e+06 2.787113e+03
## 2687  0.308054590  1.09  1.09   0.2 0.125   0.30415814 8e+06 1.539834e+04
## 2688  0.152443005  1.09  1.09   0.2 0.125   5.74151067 8e+06 2.180514e+04
## 2689  0.115711741  1.09  1.09   0.2 0.125   0.71113815 8e+06 9.230587e+03
## 2690  0.122122396  1.09  1.09   0.2 0.125   4.02433750 8e+06 1.671358e+04
## 2691  0.223770870  1.09  1.09   0.2 0.125   0.77589616 8e+06 3.820063e+03
## 2692  0.512468873  1.09  1.09   0.2 0.125  17.51895150 8e+06 4.743219e+03
## 2693  0.298769190  1.09  1.09   0.2 0.125   0.60476395 8e+06 1.332608e+04
## 2694  0.045120017  1.09  1.09   0.2 0.125  10.65025693 8e+06 1.695340e+04
## 2695  0.137435359  1.09  1.09   0.2 0.125   0.29034906 8e+06 1.023739e+04
## 2696  0.158627623  1.09  1.09   0.2 0.125   4.91309740 8e+06 1.529929e+04
## 2697  0.376640046  1.09  1.09   0.2 0.125   0.36557780 8e+06 7.122666e+03
## 2698  0.123559397  1.09  1.09   0.2 0.125  27.50614711 8e+06 1.137885e+04
## 2699  0.259766457  1.09  1.09   0.2 0.125   0.40914154 8e+06 3.607134e+03
## 2700  0.708498867  1.09  1.09   0.2 0.125   1.52935048 8e+06 5.944992e+03
## 2701  0.125330782  1.09  1.09   0.2 0.125   0.62200229 8e+06 7.119949e+03
## 2702  0.014667519  1.09  1.09   0.2 0.125   2.69016904 8e+06 7.816368e+03
##                z_0 C_0 social_distancing_start_time quarantine_start_time
## 1     9.616017e+03   0                           17                    22
## 2     3.960645e+03   0                           17                    22
## 3     2.999699e+03   0                           17                    22
## 4     2.025053e+03   0                           17                    22
## 5     1.947799e+04   0                           17                    22
## 6     1.957578e+04   0                           17                    22
## 7     1.851693e+04   0                           17                    22
## 8     8.730290e+03   0                           17                    22
## 9     1.837336e+04   0                           17                    22
## 10    8.660114e+03   0                           17                    22
## 11    7.320259e+03   0                           17                    22
## 12    4.854147e+03   0                           17                    22
## 13    1.921156e+04   0                           17                    22
## 14    1.257584e+04   0                           17                    22
## 15    7.123552e+03   0                           17                    22
## 16    3.789752e+03   0                           17                    22
## 17    1.729847e+04   0                           17                    22
## 18    9.993362e+03   0                           17                    22
## 19    7.914446e+03   0                           17                    22
## 20    8.295340e+03   0                           17                    22
## 21    1.953526e+04   0                           17                    22
## 22    1.844364e+04   0                           17                    22
## 23    4.281699e+02   0                           17                    22
## 24    8.451251e+02   0                           17                    22
## 25    7.484472e+03   0                           17                    22
## 26    5.463510e+03   0                           17                    22
## 27    3.052276e+03   0                           17                    22
## 28    2.458504e+03   0                           17                    22
## 29    1.878690e+04   0                           17                    22
## 30    1.312849e+04   0                           17                    22
## 31    1.772937e+04   0                           17                    22
## 32    1.154214e+04   0                           17                    22
## 33    1.699279e+04   0                           17                    22
## 34    1.129566e+04   0                           17                    22
## 35    4.187883e+03   0                           17                    22
## 36    3.145705e+03   0                           17                    22
## 37    1.311578e+04   0                           17                    22
## 38    7.309086e+03   0                           17                    22
## 39    7.202205e+03   0                           17                    22
## 40    4.839322e+03   0                           17                    22
## 41    6.492133e+03   0                           17                    22
## 42    4.342731e+03   0                           17                    22
## 43    1.317488e+04   0                           17                    22
## 44    1.170493e+04   0                           17                    22
## 45    2.024698e+02   0                           17                    22
## 46    3.391020e+02   0                           17                    22
## 47    1.843512e+04   0                           17                    22
## 48    1.510732e+04   0                           17                    22
## 49    4.916746e+03   0                           17                    22
## 50    4.456620e+03   0                           17                    22
## 51    7.948960e+03   0                           17                    22
## 52    1.211696e+04   0                           17                    22
## 53    1.273801e+04   0                           17                    22
## 54    8.261865e+03   0                           17                    22
## 55    1.604714e+04   0                           17                    22
## 56    1.406240e+04   0                           17                    22
## 57    7.854235e+03   0                           17                    22
## 58    4.644337e+03   0                           17                    22
## 59    1.635601e+04   0                           17                    22
## 60    1.377088e+04   0                           17                    22
## 61    5.880466e+03   0                           17                    22
## 62    4.218494e+03   0                           17                    22
## 63    7.282860e+03   0                           17                    22
## 64    4.619997e+03   0                           17                    22
## 65    1.062893e+04   0                           17                    22
## 66    7.154164e+03   0                           17                    22
## 67    6.765775e+03   0                           17                    22
## 68    4.358848e+03   0                           17                    22
## 69    8.030815e+03   0                           17                    22
## 70    1.564781e+04   0                           17                    22
## 71    1.013026e+04   0                           17                    22
## 72    6.537994e+03   0                           17                    22
## 73    8.331343e+03   0                           17                    22
## 74    6.827364e+03   0                           17                    22
## 75    9.399145e+03   0                           17                    22
## 76    6.539590e+03   0                           17                    22
## 77    5.504347e+03   0                           17                    22
## 78    3.888235e+03   0                           17                    22
## 79    1.049245e+04   0                           17                    22
## 80    5.433478e+03   0                           17                    22
## 81    2.754051e+03   0                           17                    22
## 82    2.292794e+03   0                           17                    22
## 83    4.718346e+03   0                           17                    22
## 84    5.497256e+03   0                           17                    22
## 85    1.517608e+03   0                           17                    22
## 86    1.466645e+03   0                           17                    22
## 87    1.974016e+04   0                           17                    22
## 88    9.116552e+03   0                           17                    22
## 89    5.869779e+03   0                           17                    22
## 90    3.548937e+03   0                           17                    22
## 91    1.252413e+04   0                           17                    22
## 92    7.665615e+03   0                           17                    22
## 93    1.756867e+04   0                           17                    22
## 94    1.166343e+04   0                           17                    22
## 95    5.849130e+03   0                           17                    22
## 96    3.482106e+03   0                           17                    22
## 97    3.966932e+03   0                           17                    22
## 98    6.006445e+03   0                           17                    22
## 99    1.630761e+04   0                           17                    22
## 100   8.332749e+03   0                           17                    22
## 101   1.562806e+04   0                           17                    22
## 102   1.541827e+04   0                           17                    22
## 103   9.740683e+02   0                           17                    22
## 104   1.436272e+03   0                           17                    22
## 105   1.319369e+04   0                           17                    22
## 106   7.221783e+03   0                           17                    22
## 107   1.184350e+04   0                           17                    22
## 108   1.469300e+04   0                           17                    22
## 109   9.102156e+03   0                           17                    22
## 110   5.971633e+03   0                           17                    22
## 111   1.363893e+04   0                           17                    22
## 112   7.443324e+03   0                           17                    22
## 113   5.949092e+03   0                           17                    22
## 114   4.585200e+03   0                           17                    22
## 115   1.640665e+03   0                           17                    22
## 116   1.509812e+03   0                           17                    22
## 117   4.691560e+02   0                           17                    22
## 118   9.308421e+02   0                           17                    22
## 119   1.779351e+04   0                           17                    22
## 120   1.046943e+04   0                           17                    22
## 121   1.402946e+04   0                           17                    22
## 122   9.377075e+03   0                           17                    22
## 123   1.867417e+04   0                           17                    22
## 124   1.578928e+04   0                           17                    22
## 125   1.597205e+04   0                           17                    22
## 126   1.552390e+04   0                           17                    22
## 127   1.892936e+04   0                           17                    22
## 128   1.458024e+04   0                           17                    22
## 129   1.018056e+04   0                           17                    22
## 130   9.251843e+03   0                           17                    22
## 131   4.501610e+03   0                           17                    22
## 132   3.461519e+03   0                           17                    22
## 133   1.577919e+03   0                           17                    22
## 134   1.600034e+03   0                           17                    22
## 135   3.554397e+03   0                           17                    22
## 136   3.320410e+03   0                           17                    22
## 137   1.296143e+04   0                           17                    22
## 138   8.217698e+03   0                           17                    22
## 139   4.429965e+03   0                           17                    22
## 140   5.977606e+03   0                           17                    22
## 141   2.950146e+03   0                           17                    22
## 142   2.529844e+03   0                           17                    22
## 143   5.231856e+01   0                           17                    22
## 144   1.190453e+02   0                           17                    22
## 145   9.984533e+03   0                           17                    22
## 146   5.981140e+03   0                           17                    22
## 147   1.475223e+04   0                           17                    22
## 148   1.410682e+04   0                           17                    22
## 149   1.467448e+04   0                           17                    22
## 150   1.807412e+04   0                           17                    22
## 151   1.673876e+04   0                           17                    22
## 152   1.091580e+04   0                           17                    22
## 153   1.343333e+04   0                           17                    22
## 154   7.248220e+03   0                           17                    22
## 155   1.511683e+03   0                           17                    22
## 156   2.265139e+03   0                           17                    22
## 157   1.103622e+04   0                           17                    22
## 158   6.806345e+03   0                           17                    22
## 159   1.382657e+04   0                           17                    22
## 160   1.160185e+04   0                           17                    22
## 161   1.586312e+04   0                           17                    22
## 162   1.162394e+04   0                           17                    22
## 163   5.511599e+03   0                           17                    22
## 164   3.551363e+03   0                           17                    22
## 165   5.960959e+03   0                           17                    22
## 166   6.280280e+03   0                           17                    22
## 167   1.091276e+04   0                           17                    22
## 168   6.952485e+03   0                           17                    22
## 169   1.335318e+04   0                           17                    22
## 170   1.662120e+04   0                           17                    22
## 171   1.977838e+02   0                           17                    22
## 172   3.141083e+02   0                           17                    22
## 173   1.818061e+04   0                           17                    22
## 174   1.216842e+04   0                           17                    22
## 175   1.546606e+04   0                           17                    22
## 176   2.206713e+04   0                           17                    22
## 177   3.635177e+03   0                           17                    22
## 178   3.380800e+03   0                           17                    22
## 179   1.071311e+04   0                           17                    22
## 180   6.140577e+03   0                           17                    22
## 181   1.175485e+04   0                           17                    22
## 182   9.891290e+03   0                           17                    22
## 183   1.611292e+04   0                           17                    22
## 184   7.266171e+03   0                           17                    22
## 185   3.215626e+03   0                           17                    22
## 186   2.390814e+03   0                           17                    22
## 187   8.226948e+03   0                           17                    22
## 188   4.378751e+03   0                           17                    22
## 189   1.033747e+04   0                           17                    22
## 190   5.612470e+03   0                           17                    22
## 191   1.119436e+04   0                           17                    22
## 192   9.736518e+03   0                           17                    22
## 193   1.162157e+04   0                           17                    22
## 194   5.874665e+03   0                           17                    22
## 195   1.634775e+03   0                           17                    22
## 196   1.657840e+03   0                           17                    22
## 197   1.552351e+03   0                           17                    22
## 198   1.950698e+03   0                           17                    22
## 199   1.038609e+04   0                           17                    22
## 200   5.132267e+03   0                           17                    22
## 201   4.221295e+02   0                           17                    22
## 202   3.545612e+02   0                           17                    22
## 203   1.962133e+03   0                           17                    22
## 204   2.546033e+03   0                           17                    22
## 205   1.930744e+04   0                           17                    22
## 206   1.133523e+04   0                           17                    22
## 207   1.218979e+04   0                           17                    22
## 208   7.914403e+03   0                           17                    22
## 209   5.178215e+03   0                           17                    22
## 210   3.389127e+03   0                           17                    22
## 211   6.441191e+03   0                           17                    22
## 212   3.922331e+03   0                           17                    22
## 213   1.403329e+04   0                           17                    22
## 214   1.225022e+04   0                           17                    22
## 215   3.950952e+03   0                           17                    22
## 216   3.209477e+03   0                           17                    22
## 217   1.623371e+04   0                           17                    22
## 218   8.834531e+03   0                           17                    22
## 219   1.407829e+04   0                           17                    22
## 220   1.488288e+04   0                           17                    22
## 221   1.352992e+04   0                           17                    22
## 222   7.960483e+03   0                           17                    22
## 223   1.939240e+04   0                           17                    22
## 224   1.277165e+04   0                           17                    22
## 225   9.398099e+02   0                           17                    22
## 226   1.413951e+03   0                           17                    22
## 227   1.678228e+04   0                           17                    22
## 228   1.515169e+04   0                           17                    22
## 229   1.500854e+04   0                           17                    22
## 230   8.501082e+03   0                           17                    22
## 231   1.305904e+04   0                           17                    22
## 232   8.723489e+03   0                           17                    22
## 233   9.596197e+03   0                           17                    22
## 234   8.073767e+03   0                           17                    22
## 235   3.025067e+03   0                           17                    22
## 236   2.172396e+03   0                           17                    22
## 237   1.320011e+04   0                           17                    22
## 238   6.412975e+03   0                           17                    22
## 239   1.471123e+04   0                           17                    22
## 240   7.793050e+03   0                           17                    22
## 241   7.723393e+03   0                           17                    22
## 242   5.169405e+03   0                           17                    22
## 243   1.082585e+04   0                           17                    22
## 244   4.704576e+03   0                           17                    22
## 245   1.389450e+04   0                           17                    22
## 246   1.689649e+04   0                           17                    22
## 247   1.951251e+04   0                           17                    22
## 248   9.496879e+03   0                           17                    22
## 249   4.079060e+03   0                           17                    22
## 250   2.784148e+03   0                           17                    22
## 251   1.438479e+04   0                           17                    22
## 252   1.131428e+04   0                           17                    22
## 253   1.117772e+04   0                           17                    22
## 254   5.633575e+03   0                           17                    22
## 255   1.808986e+04   0                           17                    22
## 256   1.345673e+04   0                           17                    22
## 257   1.915556e+04   0                           17                    22
## 258   1.565545e+04   0                           17                    22
## 259   1.255154e+04   0                           17                    22
## 260   6.629977e+03   0                           17                    22
## 261   9.715127e+03   0                           17                    22
## 262   5.892724e+03   0                           17                    22
## 263   9.807364e+03   0                           17                    22
## 264   4.932970e+03   0                           17                    22
## 265   1.042119e+03   0                           17                    22
## 266   1.605850e+03   0                           17                    22
## 267   1.423787e+04   0                           17                    22
## 268   3.080952e+04   0                           17                    22
## 269   6.294846e+03   0                           17                    22
## 270   2.810740e+03   0                           17                    22
## 271   2.043753e+03   0                           17                    22
## 272   1.959153e+03   0                           17                    22
## 273   1.470166e+04   0                           17                    22
## 274   1.287082e+04   0                           17                    22
## 275   1.307290e+04   0                           17                    22
## 276   6.455553e+03   0                           17                    22
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## 1873  9.566398e+03   0                           17                    22
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## 1875  1.570663e+04   0                           17                    22
## 1876  1.185973e+04   0                           17                    22
## 1877  4.696657e+03   0                           17                    22
## 1878  2.766497e+03   0                           17                    22
## 1879  9.957463e+03   0                           17                    22
## 1880  4.930847e+03   0                           17                    22
## 1881  1.715074e+04   0                           17                    22
## 1882  1.068404e+04   0                           17                    22
## 1883  4.064699e+03   0                           17                    22
## 1884  1.134845e+04   0                           17                    22
## 1885  1.451855e+04   0                           17                    22
## 1886  9.758131e+03   0                           17                    22
## 1887  9.367370e+03   0                           17                    22
## 1888  8.280682e+03   0                           17                    22
## 1889  7.094943e+02   0                           17                    22
## 1890  8.023249e+02   0                           17                    22
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## 1892  2.677662e+03   0                           17                    22
## 1893  1.574923e+04   0                           17                    22
## 1894  6.886021e+03   0                           17                    22
## 1895  1.680519e+04   0                           17                    22
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## 1897  9.045902e+03   0                           17                    22
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## 1899  1.516329e+04   0                           17                    22
## 1900  1.134357e+04   0                           17                    22
## 1901  1.537878e+04   0                           17                    22
## 1902  1.004251e+04   0                           17                    22
## 1903  1.896798e+04   0                           17                    22
## 1904  1.294421e+04   0                           17                    22
## 1905  5.007679e+02   0                           17                    22
## 1906  1.038649e+03   0                           17                    22
## 1907  5.943548e+03   0                           17                    22
## 1908  4.282449e+03   0                           17                    22
## 1909  1.540025e+04   0                           17                    22
## 1910  8.264547e+03   0                           17                    22
## 1911  1.775673e+04   0                           17                    22
## 1912  1.759769e+04   0                           17                    22
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## 1914  5.887789e+03   0                           17                    22
## 1915  1.208272e+04   0                           17                    22
## 1916  5.480740e+03   0                           17                    22
## 1917  3.663669e+03   0                           17                    22
## 1918  2.299212e+03   0                           17                    22
## 1919  3.243037e+03   0                           17                    22
## 1920  2.766525e+03   0                           17                    22
## 1921  1.712703e+04   0                           17                    22
## 1922  8.694555e+03   0                           17                    22
## 1923  2.278578e+03   0                           17                    22
## 1924  3.599496e+03   0                           17                    22
## 1925  4.100462e+03   0                           17                    22
## 1926  2.870998e+03   0                           17                    22
## 1927  6.198641e+03   0                           17                    22
## 1928  3.521397e+03   0                           17                    22
## 1929  9.420235e+03   0                           17                    22
## 1930  1.234693e+04   0                           17                    22
## 1931  6.990060e+03   0                           17                    22
## 1932  4.034401e+03   0                           17                    22
## 1933  1.372094e+04   0                           17                    22
## 1934  7.656103e+03   0                           17                    22
## 1935  1.870275e+04   0                           17                    22
## 1936  8.388516e+03   0                           17                    22
## 1937  1.902780e+04   0                           17                    22
## 1938  9.212503e+03   0                           17                    22
## 1939  1.718660e+04   0                           17                    22
## 1940  8.616192e+03   0                           17                    22
## 1941  1.922493e+04   0                           17                    22
## 1942  1.119394e+04   0                           17                    22
## 1943  9.898840e+03   0                           17                    22
## 1944  6.622128e+03   0                           17                    22
## 1945  9.718396e+03   0                           17                    22
## 1946  7.872451e+03   0                           17                    22
## 1947  9.870769e+03   0                           17                    22
## 1948  1.111945e+04   0                           17                    22
## 1949  4.486946e+03   0                           17                    22
## 1950  2.525568e+03   0                           17                    22
## 1951  1.137743e+03   0                           17                    22
## 1952  1.425652e+03   0                           17                    22
## 1953  1.096065e+04   0                           17                    22
## 1954  6.662505e+03   0                           17                    22
## 1955  8.477336e+03   0                           17                    22
## 1956  1.338186e+04   0                           17                    22
## 1957  9.045168e+03   0                           17                    22
## 1958  5.234806e+03   0                           17                    22
## 1959  1.153335e+04   0                           17                    22
## 1960  6.666271e+03   0                           17                    22
## 1961  4.882348e+03   0                           17                    22
## 1962  3.446390e+03   0                           17                    22
## 1963  1.121705e+04   0                           17                    22
## 1964  7.352910e+03   0                           17                    22
## 1965  5.879228e+03   0                           17                    22
## 1966  2.533151e+03   0                           17                    22
## 1967  5.485099e+03   0                           17                    22
## 1968  3.663478e+03   0                           17                    22
## 1969  1.504285e+04   0                           17                    22
## 1970  1.134125e+04   0                           17                    22
## 1971  4.342908e+03   0                           17                    22
## 1972  3.502146e+03   0                           17                    22
## 1973  1.547587e+04   0                           17                    22
## 1974  7.980372e+03   0                           17                    22
## 1975  8.203175e+03   0                           17                    22
## 1976  4.243102e+03   0                           17                    22
## 1977  1.756485e+04   0                           17                    22
## 1978  1.048751e+04   0                           17                    22
## 1979  1.842755e+04   0                           17                    22
## 1980  8.364106e+03   0                           17                    22
## 1981  9.897268e+02   0                           17                    22
## 1982  1.446561e+03   0                           17                    22
## 1983  1.877862e+03   0                           17                    22
## 1984  1.614778e+03   0                           17                    22
## 1985  7.886285e+03   0                           17                    22
## 1986  4.903607e+03   0                           17                    22
## 1987  1.627724e+03   0                           17                    22
## 1988  1.639238e+03   0                           17                    22
## 1989  1.573165e+04   0                           17                    22
## 1990  1.369963e+04   0                           17                    22
## 1991  2.651041e+03   0                           17                    22
## 1992  2.401247e+03   0                           17                    22
## 1993  1.271880e+04   0                           17                    22
## 1994  1.221783e+04   0                           17                    22
## 1995  1.802804e+04   0                           17                    22
## 1996  2.597112e+04   0                           17                    22
## 1997  1.990509e+04   0                           17                    22
## 1998  1.192823e+04   0                           17                    22
## 1999  9.493963e+03   0                           17                    22
## 2000  1.679731e+04   0                           17                    22
## 2001  2.807633e+03   0                           17                    22
## 2002  2.138670e+03   0                           17                    22
## 2003  2.053029e+03   0                           17                    22
## 2004  2.131141e+03   0                           17                    22
## 2005  8.114258e+03   0                           17                    22
## 2006  4.057871e+03   0                           17                    22
## 2007  1.358908e+04   0                           17                    22
## 2008  9.988357e+03   0                           17                    22
## 2009  1.863698e+04   0                           17                    22
## 2010  1.463175e+04   0                           17                    22
## 2011  6.887580e+03   0                           17                    22
## 2012  5.325199e+03   0                           17                    22
## 2013  1.042995e+04   0                           17                    22
## 2014  6.766941e+03   0                           17                    22
## 2015  8.508906e+03   0                           17                    22
## 2016  6.170886e+03   0                           17                    22
## 2017  4.226371e+03   0                           17                    22
## 2018  3.487151e+03   0                           17                    22
## 2019  7.927531e+03   0                           17                    22
## 2020  6.771374e+03   0                           17                    22
## 2021  7.601008e+03   0                           17                    22
## 2022  1.051563e+04   0                           17                    22
## 2023  8.682123e+03   0                           17                    22
## 2024  4.571071e+03   0                           17                    22
## 2025  1.368376e+04   0                           17                    22
## 2026  1.183022e+04   0                           17                    22
## 2027  1.073084e+04   0                           17                    22
## 2028  1.385049e+04   0                           17                    22
## 2029  7.953553e+03   0                           17                    22
## 2030  4.787049e+03   0                           17                    22
## 2031  1.372706e+04   0                           17                    22
## 2032  1.756121e+04   0                           17                    22
## 2033  1.380513e+04   0                           17                    22
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## 2671  1.406187e+04   0                           17                    22
## 2672  1.240457e+04   0                           17                    22
## 2673  1.817117e+04   0                           17                    22
## 2674  2.057919e+04   0                           17                    22
## 2675  8.334769e+03   0                           17                    22
## 2676  5.295726e+03   0                           17                    22
## 2677  9.761445e+03   0                           17                    22
## 2678  5.912685e+03   0                           17                    22
## 2679  1.903854e+04   0                           17                    22
## 2680  1.815445e+04   0                           17                    22
## 2681  1.962577e+04   0                           17                    22
## 2682  1.302828e+04   0                           17                    22
## 2683  9.361385e+03   0                           17                    22
## 2684  6.350194e+03   0                           17                    22
## 2685  1.704630e+04   0                           17                    22
## 2686  1.084030e+04   0                           17                    22
## 2687  1.178977e+04   0                           17                    22
## 2688  7.464651e+03   0                           17                    22
## 2689  1.102875e+04   0                           17                    22
## 2690  6.514625e+03   0                           17                    22
## 2691  1.008699e+04   0                           17                    22
## 2692  1.343870e+04   0                           17                    22
## 2693  1.512354e+04   0                           17                    22
## 2694  1.660196e+04   0                           17                    22
## 2695  5.881520e+03   0                           17                    22
## 2696  3.715814e+03   0                           17                    22
## 2697  9.765909e+03   0                           17                    22
## 2698  5.302503e+03   0                           17                    22
## 2699  1.856550e+03   0                           17                    22
## 2700  1.241950e+03   0                           17                    22
## 2701  1.731385e+04   0                           17                    22
## 2702  3.527632e+04   0                           17                    22
##       PCR_sens      sigma_M   beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0
## 1          0.9 1.171019e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2          0.9 2.804925e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 3          0.9 2.879780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 4          0.9 2.794379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 5          0.9 2.859026e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 6          0.9 3.097214e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 7          0.9 4.793217e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 8          0.9 2.777943e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 9          0.9 8.980684e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 10         0.9 2.815437e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 11         0.9 4.210834e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 12         0.9 2.807992e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 13         0.9 3.268753e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 14         0.9 2.976070e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 15         0.9 4.749347e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 16         0.9 2.765503e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 17         0.9 1.441714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 18         0.9 2.807407e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 19         0.9 7.028008e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 20         0.9 3.464309e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 21         0.9 2.593950e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 22         0.9 3.164216e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 23         0.9 3.372294e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 24         0.9 2.795668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 25         0.9 2.689190e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 26         0.9 2.766902e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 27         0.9 2.075264e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 28         0.9 2.795231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 29         0.9 3.863728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 30         0.9 2.890920e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 31         0.9 8.962496e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 32         0.9 2.908726e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 33         0.9 3.184253e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 34         0.9 2.902849e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 35         0.9 2.655770e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 36         0.9 2.777793e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 37         0.9 2.232198e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 38         0.9 2.804078e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 39         0.9 8.522997e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 40         0.9 2.826558e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 41         0.9 2.451135e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 42         0.9 2.826141e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 43         0.9 3.341577e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 44         0.9 2.898988e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 45         0.9 2.672796e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 46         0.9 4.909826e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 47         0.9 1.286849e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 48         0.9 2.945860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 49         0.9 2.519513e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 50         0.9 2.750306e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 51         0.9 7.365997e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 52         0.9 5.892751e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 53         0.9 4.976806e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 54         0.9 2.807333e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 55         0.9 3.004222e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 56         0.9 3.088841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 57         0.9 2.409503e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 58         0.9 2.774766e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 59         0.9 1.855653e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 60         0.9 3.182306e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 61         0.9 4.449019e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 62         0.9 2.871210e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 63         0.9 3.867342e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 64         0.9 2.804863e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 65         0.9 2.838524e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 66         0.9 2.897805e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 67         0.9 1.205736e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 68         0.9 2.779397e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 69         0.9 4.221851e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 70         0.9 4.412188e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 71         0.9 4.685246e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 72         0.9 2.783576e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 73         0.9 9.743482e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 74         0.9 2.752983e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 75         0.9 2.369070e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 76         0.9 2.791054e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 77         0.9 2.211030e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 78         0.9 2.798015e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 79         0.9 3.623801e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 80         0.9 2.802696e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 81         0.9 4.515876e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 82         0.9 2.808149e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 83         0.9 3.115069e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 84         0.9 3.446791e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 85         0.9 3.430491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 86         0.9 2.807120e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 87         0.9 3.576991e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 88         0.9 3.056227e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 89         0.9 3.088872e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 90         0.9 2.802550e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 91         0.9 9.017415e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 92         0.9 2.787418e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 93         0.9 2.390982e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 94         0.9 2.799075e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 95         0.9 2.844931e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 96         0.9 2.825158e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 97         0.9 7.130122e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 98         0.9 3.375139e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 99         0.9 4.017082e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 100        0.9 2.876167e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 101        0.9 1.278572e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 102        0.9 3.220760e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 103        0.9 3.496646e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 104        0.9 2.840095e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 105        0.9 3.802403e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 106        0.9 2.826527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 107        0.9 1.023824e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 108        0.9 3.245048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 109        0.9 2.685086e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 110        0.9 2.835146e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 111        0.9 3.863851e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 112        0.9 2.874433e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 113        0.9 7.818465e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 114        0.9 2.764195e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 115        0.9 3.861134e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 116        0.9 2.813590e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 117        0.9 2.278765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 118        0.9 2.825326e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 119        0.9 3.355630e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 120        0.9 2.818550e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 121        0.9 3.666082e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 122        0.9 2.914945e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 123        0.9 7.442970e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 124        0.9 2.927767e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 125        0.9 2.595394e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 126        0.9 3.155230e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 127        0.9 1.202110e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 128        0.9 2.822901e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 129        0.9 8.495112e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 130        0.9 2.811671e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 131        0.9 2.488977e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 132        0.9 3.155981e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 133        0.9 1.408170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 134        0.9 2.806238e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 135        0.9 2.322582e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 136        0.9 2.910251e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 137        0.9 4.097327e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 138        0.9 2.942891e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 139        0.9 6.738073e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 140        0.9 3.340001e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 141        0.9 5.256594e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 142        0.9 2.785168e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 143        0.9 1.572632e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 144        0.9 3.039021e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 145        0.9 2.969879e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 146        0.9 2.881473e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 147        0.9 6.548168e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 148        0.9 2.843807e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 149        0.9 4.529359e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 150        0.9 3.191914e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 151        0.9 3.856046e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 152        0.9 2.832106e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 153        0.9 4.585948e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 154        0.9 2.771534e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 155        0.9 9.311217e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 156        0.9 2.774886e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 157        0.9 2.808165e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 158        0.9 2.827905e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 159        0.9 3.319153e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 160        0.9 3.098719e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 161        0.9 1.371609e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 162        0.9 3.014871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 163        0.9 2.804429e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 164        0.9 2.906688e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 165        0.9 6.720040e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 166        0.9 2.956543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 167        0.9 2.812808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 168        0.9 2.799352e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 169        0.9 1.001347e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 170        0.9 3.154637e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 171        0.9 3.114799e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 172        0.9 2.996402e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 173        0.9 1.684963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 174        0.9 2.824991e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 175        0.9 8.303053e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 176        0.9 5.236762e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 177        0.9 1.110028e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 178        0.9 3.016543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 179        0.9 3.683179e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 180        0.9 2.793863e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 181        0.9 3.441629e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 182        0.9 3.014345e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 183        0.9 2.812516e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 184        0.9 2.884625e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 185        0.9 1.627708e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 186        0.9 2.808339e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 187        0.9 4.314817e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 188        0.9 2.772743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 189        0.9 2.016009e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 190        0.9 2.777174e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 191        0.9 3.833154e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 192        0.9 3.117253e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 193        0.9 4.915844e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 194        0.9 2.837748e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 195        0.9 3.763705e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 196        0.9 2.795332e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 197        0.9 2.947249e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 198        0.9 2.804120e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 199        0.9 1.923976e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 200        0.9 2.784921e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 201        0.9 3.644033e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 202        0.9 2.934290e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 203        0.9 2.025415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 204        0.9 2.788843e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 205        0.9 4.411967e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 206        0.9 2.811301e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 207        0.9 1.737145e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 208        0.9 2.815544e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 209        0.9 1.429446e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 210        0.9 2.810497e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 211        0.9 1.650551e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 212        0.9 2.805054e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 213        0.9 5.165553e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 214        0.9 5.529952e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 215        0.9 2.368031e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 216        0.9 2.884828e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 217        0.9 8.439568e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 218        0.9 2.747410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 219        0.9 1.068002e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 220        0.9 2.834229e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 221        0.9 1.532924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 222        0.9 2.808091e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 223        0.9 1.905729e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 224        0.9 2.927091e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 225        0.9 1.866657e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 226        0.9 3.158109e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 227        0.9 8.818323e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 228        0.9 2.990069e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 229        0.9 2.489178e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 230        0.9 2.825092e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 231        0.9 1.481653e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 232        0.9 2.900050e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 233        0.9 4.496728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 234        0.9 2.778282e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 235        0.9 3.861716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 236        0.9 2.806017e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 237        0.9 4.430215e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 238        0.9 2.784093e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 239        0.9 1.628908e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 240        0.9 2.776185e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 241        0.9 4.821623e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 242        0.9 3.037830e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 243        0.9 1.338338e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 244        0.9 2.812927e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 245        0.9 2.868937e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 246        0.9 3.006999e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 247        0.9 3.961625e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 248        0.9 2.781681e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 249        0.9 2.841460e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 250        0.9 2.794661e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 251        0.9 3.630952e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 252        0.9 2.853715e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 253        0.9 4.029672e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 254        0.9 2.768853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 255        0.9 1.878054e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 256        0.9 2.809802e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 257        0.9 1.154046e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 258        0.9 2.857732e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 259        0.9 1.440425e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 260        0.9 2.808803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 261        0.9 4.399924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 262        0.9 2.784363e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 263        0.9 3.612357e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 264        0.9 2.862778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 265        0.9 1.908648e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 266        0.9 2.819023e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 267        0.9 3.518034e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 268        0.9 5.522435e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 269        0.9 3.484342e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 270        0.9 2.819945e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 271        0.9 2.867837e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 272        0.9 2.787377e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 273        0.9 3.805022e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 274        0.9 2.901434e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 275        0.9 4.574336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 276        0.9 2.778652e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 277        0.9 3.666181e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 278        0.9 3.113615e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 279        0.9 4.467955e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 280        0.9 2.777463e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 281        0.9 1.949214e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 282        0.9 3.034803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 283        0.9 4.326315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 284        0.9 2.837689e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 285        0.9 3.677804e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 286        0.9 2.769342e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 287        0.9 2.333342e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 288        0.9 2.796683e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 289        0.9 2.811168e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 290        0.9 2.842012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 291        0.9 2.502871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 292        0.9 2.811276e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 293        0.9 1.141464e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 294        0.9 2.924930e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 295        0.9 2.884842e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 296        0.9 2.990344e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 297        0.9 1.221615e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 298        0.9 5.081200e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 299        0.9 4.649338e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 300        0.9 3.349785e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 301        0.9 1.621170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 302        0.9 2.898263e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 303        0.9 4.422521e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 304        0.9 2.846209e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 305        0.9 2.648204e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 306        0.9 2.758896e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 307        0.9 1.944644e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 308        0.9 2.855827e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 309        0.9 1.927064e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 310        0.9 2.852729e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 311        0.9 3.227731e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 312        0.9 2.789082e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 313        0.9 7.630905e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 314        0.9 3.151346e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 315        0.9 7.347895e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 316        0.9 2.788892e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 317        0.9 1.728471e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 318        0.9 3.311786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 319        0.9 4.733591e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 320        0.9 2.867373e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 321        0.9 6.484504e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 322        0.9 2.849830e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 323        0.9 3.367344e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 324        0.9 2.933318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 325        0.9 2.400841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 326        0.9 3.012987e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 327        0.9 2.113560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 328        0.9 2.776939e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 329        0.9 8.555305e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 330        0.9 2.884511e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 331        0.9 8.631258e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 332        0.9 2.758595e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 333        0.9 4.418348e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 334        0.9 3.307865e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 335        0.9 4.477619e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 336        0.9 4.502054e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 337        0.9 5.528017e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 338        0.9 2.809231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 339        0.9 3.299908e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 340        0.9 2.749941e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 341        0.9 1.422285e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 342        0.9 2.811456e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 343        0.9 3.579939e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 344        0.9 2.814476e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 345        0.9 1.003897e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 346        0.9 3.054222e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 347        0.9 4.453568e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 348        0.9 2.810696e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 349        0.9 2.201110e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 350        0.9 3.171136e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 351        0.9 1.355905e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 352        0.9 2.809225e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 353        0.9 3.480266e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 354        0.9 2.834723e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 355        0.9 3.830144e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 356        0.9 2.766003e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 357        0.9 1.684733e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 358        0.9 2.820663e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 359        0.9 9.252387e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 360        0.9 2.959023e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 361        0.9 1.237468e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 362        0.9 2.799649e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 363        0.9 3.808555e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 364        0.9 2.839835e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 365        0.9 1.955010e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 366        0.9 6.055862e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 367        0.9 3.848433e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 368        0.9 2.782941e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 369        0.9 3.117703e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 370        0.9 2.971580e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 371        0.9 1.006611e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 372        0.9 4.541693e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 373        0.9 4.301702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 374        0.9 2.886382e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 375        0.9 3.332696e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 376        0.9 2.849941e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 377        0.9 1.078917e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 378        0.9 2.945573e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 379        0.9 2.862155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 380        0.9 2.802811e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 381        0.9 2.093769e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 382        0.9 2.751412e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 383        0.9 6.283033e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 384        0.9 3.046259e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 385        0.9 3.645346e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 386        0.9 2.842362e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 387        0.9 2.289127e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 388        0.9 3.030406e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 389        0.9 4.915349e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 390        0.9 2.851292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 391        0.9 9.651736e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 392        0.9 3.212038e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 393        0.9 2.581353e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 394        0.9 2.797528e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 395        0.9 1.383152e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 396        0.9 2.762359e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 397        0.9 3.082704e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 398        0.9 2.848451e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 399        0.9 4.668468e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 400        0.9 2.947207e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 401        0.9 1.824063e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 402        0.9 2.772836e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 403        0.9 4.532529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 404        0.9 2.762667e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 405        0.9 4.039584e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 406        0.9 3.063995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 407        0.9 4.468106e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 408        0.9 2.984710e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 409        0.9 2.200116e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 410        0.9 2.848391e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 411        0.9 4.433995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 412        0.9 2.856590e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 413        0.9 1.772077e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 414        0.9 2.772032e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 415        0.9 4.957419e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 416        0.9 2.773209e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 417        0.9 1.931647e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 418        0.9 2.844808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 419        0.9 3.011970e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 420        0.9 2.800114e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 421        0.9 2.774933e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 422        0.9 3.121816e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 423        0.9 2.587175e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 424        0.9 2.854364e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 425        0.9 1.446438e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 426        0.9 2.773215e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 427        0.9 3.926436e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 428        0.9 2.861812e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 429        0.9 4.661046e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 430        0.9 2.912482e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 431        0.9 3.761069e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 432        0.9 2.862419e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 433        0.9 2.657191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 434        0.9 2.920165e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 435        0.9 3.443672e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 436        0.9 2.779354e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 437        0.9 8.089696e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 438        0.9 2.935414e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 439        0.9 2.861632e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 440        0.9 2.898528e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 441        0.9 3.173029e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 442        0.9 2.774242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 443        0.9 3.433381e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 444        0.9 2.810559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 445        0.9 1.379068e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 446        0.9 2.864922e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 447        0.9 2.863601e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 448        0.9 2.810377e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 449        0.9 1.296102e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 450        0.9 2.798424e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 451        0.9 4.301950e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 452        0.9 2.783073e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 453        0.9 4.339609e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 454        0.9 2.836788e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 455        0.9 1.912014e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 456        0.9 2.839088e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 457        0.9 2.919129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 458        0.9 2.783492e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 459        0.9 2.821987e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 460        0.9 2.812697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 461        0.9 8.626072e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 462        0.9 2.779221e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 463        0.9 4.574102e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 464        0.9 2.828674e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 465        0.9 3.529098e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 466        0.9 2.741045e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 467        0.9 2.859635e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 468        0.9 3.076777e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 469        0.9 3.407915e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 470        0.9 2.907897e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 471        0.9 3.651749e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 472        0.9 2.773561e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 473        0.9 3.316717e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 474        0.9 2.903806e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 475        0.9 1.984884e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 476        0.9 2.781039e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 477        0.9 3.593286e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 478        0.9 2.838690e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 479        0.9 4.917974e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 480        0.9 2.837875e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 481        0.9 5.776970e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 482        0.9 2.773885e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 483        0.9 4.215928e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 484        0.9 2.800821e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 485        0.9 2.864894e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 486        0.9 2.783071e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 487        0.9 4.416082e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 488        0.9 2.954560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 489        0.9 2.747785e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 490        0.9 2.935781e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 491        0.9 3.348875e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 492        0.9 2.799754e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 493        0.9 1.615395e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 494        0.9 2.816230e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 495        0.9 4.762274e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 496        0.9 2.826298e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 497        0.9 2.658290e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 498        0.9 2.801619e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 499        0.9 1.652590e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 500        0.9 2.885445e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 501        0.9 3.743937e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 502        0.9 2.794066e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 503        0.9 1.426530e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 504        0.9 2.763933e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 505        0.9 2.249320e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 506        0.9 3.096572e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 507        0.9 3.259178e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 508        0.9 2.929963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 509        0.9 1.234914e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 510        0.9 2.937451e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 511        0.9 1.979514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 512        0.9 2.864970e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 513        0.9 1.536637e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 514        0.9 3.209786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 515        0.9 9.077241e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 516        0.9 2.981501e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 517        0.9 4.857909e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 518        0.9 2.871144e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 519        0.9 1.839819e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 520        0.9 2.865798e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 521        0.9 3.526032e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 522        0.9 3.020763e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 523        0.9 4.707433e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 524        0.9 2.958383e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 525        0.9 1.149904e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 526        0.9 2.810012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 527        0.9 2.710415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 528        0.9 3.037083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 529        0.9 2.899802e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 530        0.9 2.788205e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 531        0.9 3.444662e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 532        0.9 2.971443e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 533        0.9 1.368082e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 534        0.9 2.796133e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 535        0.9 4.291347e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 536        0.9 3.000760e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 537        0.9 3.885009e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 538        0.9 2.892068e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 539        0.9 2.255410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 540        0.9 3.024454e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 541        0.9 4.679851e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 542        0.9 2.790598e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 543        0.9 2.820492e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 544        0.9 2.790849e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 545        0.9 1.266956e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 546        0.9 2.821315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 547        0.9 4.394367e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 548        0.9 2.915786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 549        0.9 2.694226e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 550        0.9 2.820770e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 551        0.9 4.116519e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 552        0.9 2.962441e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 553        0.9 1.785436e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 554        0.9 2.757556e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 555        0.9 2.634634e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 556        0.9 2.778670e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 557        0.9 7.745404e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 558        0.9 2.941731e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 559        0.9 1.766821e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 560        0.9 2.795944e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 561        0.9 4.771625e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 562        0.9 2.820564e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 563        0.9 2.360105e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 564        0.9 3.004994e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 565        0.9 3.673320e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 566        0.9 3.044493e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 567        0.9 2.872783e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 568        0.9 2.993067e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 569        0.9 8.160010e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 570        0.9 2.797867e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 571        0.9 2.310226e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 572        0.9 2.953826e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 573        0.9 3.906008e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 574        0.9 2.850586e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 575        0.9 3.999373e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 576        0.9 2.936442e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 577        0.9 1.329812e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 578        0.9 2.776684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 579        0.9 1.509725e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 580        0.9 2.809443e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 581        0.9 7.641238e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 582        0.9 2.775866e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 583        0.9 2.320824e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 584        0.9 2.720830e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 585        0.9 5.941816e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 586        0.9 2.763689e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 587        0.9 4.750798e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 588        0.9 2.840281e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 589        0.9 3.988433e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 590        0.9 2.836079e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 591        0.9 4.291174e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 592        0.9 2.994783e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 593        0.9 4.032496e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 594        0.9 2.816736e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 595        0.9 2.936867e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 596        0.9 2.770765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 597        0.9 3.865120e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 598        0.9 2.882143e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 599        0.9 1.655831e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 600        0.9 2.825034e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 601        0.9 2.939333e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 602        0.9 6.323896e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 603        0.9 3.475714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 604        0.9 2.925041e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 605        0.9 2.528135e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 606        0.9 3.280716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 607        0.9 4.444347e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 608        0.9 2.794756e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 609        0.9 7.339974e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 610        0.9 3.607191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 611        0.9 3.414192e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 612        0.9 2.785577e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 613        0.9 4.266411e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 614        0.9 3.246746e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 615        0.9 4.726102e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 616        0.9 2.800215e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 617        0.9 4.540419e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 618        0.9 2.804811e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 619        0.9 3.088048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 620        0.9 2.967123e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 621        0.9 1.551542e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 622        0.9 2.782095e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 623        0.9 3.014404e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 624        0.9 2.914036e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 625        0.9 2.664514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 626        0.9 3.115161e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 627        0.9 1.551627e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 628        0.9 2.797575e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 629        0.9 1.315702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 630        0.9 2.751652e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 631        0.9 3.442250e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 632        0.9 2.914015e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 633        0.9 3.872274e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 634        0.9 2.819946e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 635        0.9 1.683469e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 636        0.9 2.803798e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 637        0.9 4.123496e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 638        0.9 2.801562e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 639        0.9 1.018083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 640        0.9 2.772197e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 641        0.9 2.893784e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 642        0.9 3.013235e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 643        0.9 2.296831e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 644        0.9 2.785974e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 645        0.9 1.688186e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 646        0.9 2.894052e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 647        0.9 1.186928e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 648        0.9 3.172597e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 649        0.9 3.560701e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 650        0.9 2.866850e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 651        0.9 3.251990e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 652        0.9 2.928960e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 653        0.9 2.362520e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 654        0.9 2.804532e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 655        0.9 2.710037e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 656        0.9 2.901308e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 657        0.9 1.524780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 658        0.9 3.010762e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 659        0.9 4.395543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 660        0.9 2.977476e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 661        0.9 1.244978e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 662        0.9 2.819964e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 663        0.9 2.180613e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 664        0.9 2.834839e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 665        0.9 2.772326e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 666        0.9 5.596999e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 667        0.9 3.574427e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 668        0.9 2.806430e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 669        0.9 5.722106e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 670        0.9 3.014865e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 671        0.9 1.913460e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 672        0.9 2.808164e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 673        0.9 3.735337e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 674        0.9 2.816966e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 675        0.9 3.270978e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 676        0.9 2.770666e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 677        0.9 2.285797e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 678        0.9 3.026347e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 679        0.9 4.540342e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 680        0.9 2.837758e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 681        0.9 1.702770e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 682        0.9 2.992779e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 683        0.9 2.341336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 684        0.9 2.794518e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 685        0.9 2.252549e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 686        0.9 2.777475e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 687        0.9 2.901250e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 688        0.9 2.807043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 689        0.9 4.801913e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 690        0.9 2.855310e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 691        0.9 2.579323e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 692        0.9 2.810993e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 693        0.9 4.650660e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 694        0.9 2.775194e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 695        0.9 2.755558e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 696        0.9 3.033104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 697        0.9 9.209363e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 698        0.9 2.904574e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 699        0.9 2.879599e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 700        0.9 2.784572e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 701        0.9 3.618600e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 702        0.9 2.752963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 703        0.9 3.839229e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 704        0.9 3.117917e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 705        0.9 3.556659e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 706        0.9 2.995893e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 707        0.9 2.943325e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 708        0.9 3.037025e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 709        0.9 2.894002e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 710        0.9 2.874066e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 711        0.9 9.754906e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 712        0.9 2.794939e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 713        0.9 2.642727e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 714        0.9 2.789518e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 715        0.9 9.250479e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 716        0.9 3.067066e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 717        0.9 2.431800e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 718        0.9 2.783931e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 719        0.9 4.151098e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 720        0.9 2.781765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 721        0.9 2.494991e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 722        0.9 2.772409e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 723        0.9 1.238569e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 724        0.9 2.881633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 725        0.9 5.383502e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 726        0.9 2.799353e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 727        0.9 4.945314e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 728        0.9 2.786812e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 729        0.9 3.408932e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 730        0.9 2.796632e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 731        0.9 3.472150e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 732        0.9 2.932545e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 733        0.9 4.666129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 734        0.9 3.048155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 735        0.9 2.503259e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 736        0.9 2.855027e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 737        0.9 3.063661e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 738        0.9 2.764016e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 739        0.9 4.929492e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 740        0.9 2.918283e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 741        0.9 2.094076e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 742        0.9 2.761768e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 743        0.9 2.219301e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 744        0.9 3.403761e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 745        0.9 3.421663e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 746        0.9 2.779530e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 747        0.9 2.846029e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 748        0.9 2.843298e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 749        0.9 1.156342e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 750        0.9 2.782164e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 751        0.9 2.430846e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 752        0.9 2.868862e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 753        0.9 4.615234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 754        0.9 2.801225e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 755        0.9 1.381734e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 756        0.9 4.375227e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 757        0.9 6.372346e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 758        0.9 2.973480e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 759        0.9 3.095097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 760        0.9 2.748013e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 761        0.9 1.210252e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 762        0.9 2.857155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 763        0.9 4.247851e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 764        0.9 2.842145e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 765        0.9 4.183234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 766        0.9 5.650229e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 767        0.9 1.839517e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 768        0.9 2.794787e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 769        0.9 1.235583e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 770        0.9 2.806483e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 771        0.9 8.658424e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 772        0.9 2.766712e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 773        0.9 3.770210e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 774        0.9 2.842657e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 775        0.9 4.134371e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 776        0.9 2.927421e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 777        0.9 4.862625e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 778        0.9 2.795983e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 779        0.9 2.205275e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 780        0.9 2.763924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 781        0.9 9.369872e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 782        0.9 2.798289e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 783        0.9 4.366193e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 784        0.9 2.825348e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 785        0.9 4.215463e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 786        0.9 2.817398e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 787        0.9 9.493051e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 788        0.9 2.868113e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 789        0.9 3.006143e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 790        0.9 2.763102e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 791        0.9 3.759738e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 792        0.9 2.822655e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 793        0.9 3.035150e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 794        0.9 2.895827e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 795        0.9 1.373845e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 796        0.9 2.850040e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 797        0.9 1.969153e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 798        0.9 2.817466e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 799        0.9 2.006946e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 800        0.9 2.741103e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 801        0.9 2.558048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 802        0.9 2.945293e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 803        0.9 4.201183e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 804        0.9 2.848676e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 805        0.9 3.289625e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 806        0.9 3.033159e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 807        0.9 2.927417e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 808        0.9 5.865115e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 809        0.9 1.288278e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 810        0.9 2.808803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 811        0.9 1.721029e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 812        0.9 2.769299e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 813        0.9 2.794975e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 814        0.9 2.775998e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 815        0.9 7.081809e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 816        0.9 2.762024e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 817        0.9 3.890898e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 818        0.9 2.937690e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 819        0.9 2.399971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 820        0.9 2.804803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 821        0.9 4.851538e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 822        0.9 2.829750e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 823        0.9 1.900477e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 824        0.9 2.803442e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 825        0.9 2.206180e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 826        0.9 2.914958e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 827        0.9 3.109502e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 828        0.9 2.776442e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 829        0.9 3.292800e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 830        0.9 2.799151e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 831        0.9 1.238638e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 832        0.9 2.769530e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 833        0.9 3.566795e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 834        0.9 2.898205e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 835        0.9 9.730082e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 836        0.9 4.568755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 837        0.9 3.555399e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 838        0.9 2.785470e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 839        0.9 2.909803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 840        0.9 3.178604e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 841        0.9 2.888374e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 842        0.9 5.631289e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 843        0.9 4.616541e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 844        0.9 3.182138e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 845        0.9 1.014975e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 846        0.9 2.793340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 847        0.9 2.335951e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 848        0.9 2.787690e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 849        0.9 1.593484e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 850        0.9 2.870641e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 851        0.9 4.430902e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 852        0.9 2.791940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 853        0.9 3.965811e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 854        0.9 2.840438e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 855        0.9 3.671999e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 856        0.9 2.799495e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 857        0.9 3.536561e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 858        0.9 2.762217e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 859        0.9 1.793776e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 860        0.9 2.996507e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 861        0.9 4.318300e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 862        0.9 2.819383e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 863        0.9 9.840445e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 864        0.9 2.906818e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 865        0.9 1.113610e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 866        0.9 2.768896e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 867        0.9 4.453717e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 868        0.9 2.823544e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 869        0.9 3.610592e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 870        0.9 2.804629e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 871        0.9 1.933352e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 872        0.9 3.033452e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 873        0.9 4.517292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 874        0.9 2.756583e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 875        0.9 2.616500e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 876        0.9 2.812202e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 877        0.9 1.908828e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 878        0.9 2.787313e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 879        0.9 2.063017e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 880        0.9 2.784106e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 881        0.9 4.207409e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 882        0.9 2.807055e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 883        0.9 8.431502e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 884        0.9 2.778210e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 885        0.9 3.564962e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 886        0.9 2.737921e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 887        0.9 6.728980e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 888        0.9 2.800985e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 889        0.9 4.850042e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 890        0.9 2.852214e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 891        0.9 2.213945e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 892        0.9 2.778689e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 893        0.9 3.801831e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 894        0.9 2.774924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 895        0.9 2.596397e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 896        0.9 2.785126e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 897        0.9 3.354573e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 898        0.9 3.100667e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 899        0.9 2.387184e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 900        0.9 2.750529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 901        0.9 1.122261e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 902        0.9 6.606758e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 903        0.9 4.990873e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 904        0.9 2.782119e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 905        0.9 1.096129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 906        0.9 2.957542e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 907        0.9 2.977865e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 908        0.9 3.028781e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 909        0.9 6.762007e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 910        0.9 2.875876e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 911        0.9 3.270425e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 912        0.9 3.081849e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 913        0.9 3.613292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 914        0.9 2.794969e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 915        0.9 3.884809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 916        0.9 2.778260e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 917        0.9 3.410439e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 918        0.9 2.776020e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 919        0.9 1.549167e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 920        0.9 4.552827e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 921        0.9 3.527004e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 922        0.9 3.012716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 923        0.9 7.295919e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 924        0.9 2.810023e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 925        0.9 3.519973e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 926        0.9 2.964504e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 927        0.9 3.055970e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 928        0.9 6.001896e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 929        0.9 3.730095e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 930        0.9 2.825246e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 931        0.9 4.258389e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 932        0.9 2.790014e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 933        0.9 2.918203e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 934        0.9 2.832509e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 935        0.9 3.541082e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 936        0.9 2.804119e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 937        0.9 2.967600e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 938        0.9 2.762744e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 939        0.9 3.789871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 940        0.9 2.873949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 941        0.9 2.714137e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 942        0.9 2.813493e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 943        0.9 1.614474e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 944        0.9 2.973197e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 945        0.9 3.958725e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 946        0.9 3.109702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 947        0.9 4.513592e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 948        0.9 2.864306e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 949        0.9 2.455637e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 950        0.9 3.456357e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 951        0.9 4.870654e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 952        0.9 3.000551e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 953        0.9 1.358118e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 954        0.9 2.809273e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 955        0.9 4.065123e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 956        0.9 2.765986e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 957        0.9 4.273635e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 958        0.9 2.812450e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 959        0.9 4.394458e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 960        0.9 2.809706e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 961        0.9 6.856611e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 962        0.9 2.870344e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 963        0.9 1.656170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 964        0.9 2.907721e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 965        0.9 3.955748e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 966        0.9 2.750619e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 967        0.9 2.009412e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 968        0.9 2.742535e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 969        0.9 1.449047e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 970        0.9 2.795669e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 971        0.9 2.611505e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 972        0.9 2.848884e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 973        0.9 3.637935e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 974        0.9 2.962466e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 975        0.9 3.147203e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 976        0.9 2.888579e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 977        0.9 1.130431e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 978        0.9 2.798541e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 979        0.9 3.146238e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 980        0.9 2.770300e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 981        0.9 4.007667e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 982        0.9 2.804988e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 983        0.9 3.065909e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 984        0.9 2.842972e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 985        0.9 4.599268e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 986        0.9 2.769392e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 987        0.9 1.639483e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 988        0.9 2.877380e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 989        0.9 3.667240e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 990        0.9 2.748830e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 991        0.9 3.216738e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 992        0.9 2.772186e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 993        0.9 4.568429e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 994        0.9 2.768253e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 995        0.9 4.372050e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 996        0.9 2.889616e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 997        0.9 4.996891e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 998        0.9 2.777192e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 999        0.9 1.031487e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1000       0.9 2.791453e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1001       0.9 4.219749e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1002       0.9 2.771755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1003       0.9 1.954451e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1004       0.9 2.763886e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1005       0.9 3.193274e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1006       0.9 2.901332e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1007       0.9 3.719982e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1008       0.9 2.752647e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1009       0.9 4.066156e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1010       0.9 2.812735e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1011       0.9 8.344002e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1012       0.9 2.845861e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1013       0.9 4.231652e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1014       0.9 2.838410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1015       0.9 1.614064e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1016       0.9 2.818376e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1017       0.9 2.775712e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1018       0.9 2.796700e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1019       0.9 4.483692e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1020       0.9 2.885984e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1021       0.9 3.275221e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1022       0.9 2.809340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1023       0.9 9.030550e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1024       0.9 2.759463e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1025       0.9 4.780026e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1026       0.9 2.827738e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1027       0.9 2.498265e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1028       0.9 3.321469e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1029       0.9 4.707650e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1030       0.9 2.795331e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1031       0.9 1.647048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1032       0.9 2.807971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1033       0.9 2.478335e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1034       0.9 2.834249e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1035       0.9 3.653106e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1036       0.9 2.748830e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1037       0.9 1.316327e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1038       0.9 3.165854e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1039       0.9 2.527384e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1040       0.9 2.942445e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1041       0.9 2.434667e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1042       0.9 3.135956e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1043       0.9 4.949956e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1044       0.9 2.946397e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1045       0.9 1.732082e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1046       0.9 3.152754e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1047       0.9 3.894530e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1048       0.9 2.827713e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1049       0.9 4.544810e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1050       0.9 2.776400e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1051       0.9 1.827818e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1052       0.9 2.822931e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1053       0.9 3.326736e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1054       0.9 2.879908e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1055       0.9 3.299707e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1056       0.9 3.064097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1057       0.9 2.207728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1058       0.9 2.859185e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1059       0.9 4.858373e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1060       0.9 2.856801e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1061       0.9 3.942128e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1062       0.9 3.391943e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1063       0.9 4.071966e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1064       0.9 2.901772e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1065       0.9 2.550813e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1066       0.9 2.752492e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1067       0.9 3.681840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1068       0.9 2.894360e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1069       0.9 3.223932e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1070       0.9 2.736748e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1071       0.9 2.172840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1072       0.9 2.756838e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1073       0.9 1.705544e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1074       0.9 2.976038e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1075       0.9 1.202447e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1076       0.9 2.772201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1077       0.9 2.690326e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1078       0.9 2.765745e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1079       0.9 2.764865e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1080       0.9 2.811232e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1081       0.9 2.097256e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1082       0.9 2.751286e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1083       0.9 3.878360e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1084       0.9 3.228066e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1085       0.9 5.905255e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1086       0.9 2.754362e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1087       0.9 6.450181e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1088       0.9 2.776627e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1089       0.9 9.700177e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1090       0.9 2.773465e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1091       0.9 4.740157e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1092       0.9 2.982737e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1093       0.9 8.577564e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1094       0.9 2.837806e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1095       0.9 1.609162e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1096       0.9 3.126379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1097       0.9 2.330921e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1098       0.9 2.764621e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1099       0.9 3.794104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1100       0.9 2.895526e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1101       0.9 4.614497e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1102       0.9 2.865383e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1103       0.9 3.116702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1104       0.9 2.769921e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1105       0.9 4.143242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1106       0.9 2.790817e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1107       0.9 1.982634e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1108       0.9 2.938264e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1109       0.9 5.960764e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1110       0.9 2.757521e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1111       0.9 3.100706e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1112       0.9 2.956573e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1113       0.9 3.567812e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1114       0.9 2.815350e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1115       0.9 4.459081e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1116       0.9 3.001637e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1117       0.9 2.927737e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1118       0.9 2.783295e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1119       0.9 1.804282e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1120       0.9 2.933156e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1121       0.9 8.253032e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1122       0.9 4.609094e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1123       0.9 1.724279e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1124       0.9 2.811506e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1125       0.9 3.975338e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1126       0.9 2.775545e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1127       0.9 4.626646e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1128       0.9 3.235428e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1129       0.9 2.152847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1130       0.9 2.851241e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1131       0.9 3.354932e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1132       0.9 2.772904e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1133       0.9 2.371308e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1134       0.9 2.776242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1135       0.9 3.239329e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1136       0.9 2.889304e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1137       0.9 1.953064e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1138       0.9 2.859563e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1139       0.9 1.921955e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1140       0.9 2.805569e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1141       0.9 2.505522e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1142       0.9 2.816710e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1143       0.9 2.348369e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1144       0.9 2.814664e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1145       0.9 3.132891e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1146       0.9 2.800733e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1147       0.9 4.948599e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1148       0.9 2.770118e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1149       0.9 4.718329e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1150       0.9 2.941381e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1151       0.9 1.961570e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1152       0.9 3.140175e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1153       0.9 2.975972e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1154       0.9 2.815044e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1155       0.9 1.866035e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1156       0.9 2.768695e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1157       0.9 2.218870e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1158       0.9 2.845026e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1159       0.9 9.995438e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1160       0.9 3.099962e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1161       0.9 2.350187e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1162       0.9 2.860084e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1163       0.9 3.944118e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1164       0.9 2.810781e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1165       0.9 3.753029e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1166       0.9 2.970805e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1167       0.9 1.060176e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1168       0.9 2.809325e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1169       0.9 4.976388e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1170       0.9 2.828111e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1171       0.9 3.467348e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1172       0.9 2.789129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1173       0.9 4.329897e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1174       0.9 3.026773e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1175       0.9 2.524104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1176       0.9 2.865880e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1177       0.9 2.243221e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1178       0.9 2.775205e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1179       0.9 3.367711e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1180       0.9 2.832313e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1181       0.9 4.015098e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1182       0.9 2.900784e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1183       0.9 1.623600e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1184       0.9 2.800105e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1185       0.9 1.506593e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1186       0.9 2.884740e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1187       0.9 2.504908e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1188       0.9 2.748176e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1189       0.9 1.272525e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1190       0.9 2.977653e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1191       0.9 4.709638e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1192       0.9 2.861379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1193       0.9 3.760563e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1194       0.9 3.145788e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1195       0.9 1.831780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1196       0.9 2.758855e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1197       0.9 3.564784e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1198       0.9 2.777505e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1199       0.9 3.527378e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1200       0.9 2.790976e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1201       0.9 3.236919e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1202       0.9 2.951171e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1203       0.9 2.672133e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1204       0.9 2.805912e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1205       0.9 4.963050e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1206       0.9 4.871755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1207       0.9 1.431716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1208       0.9 3.489063e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1209       0.9 4.639642e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1210       0.9 2.754933e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1211       0.9 2.410750e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1212       0.9 2.806419e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1213       0.9 4.484331e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1214       0.9 2.781611e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1215       0.9 4.237596e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1216       0.9 2.863007e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1217       0.9 4.514949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1218       0.9 3.133287e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1219       0.9 2.624531e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1220       0.9 2.798484e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1221       0.9 6.452692e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1222       0.9 2.907623e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1223       0.9 3.675518e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1224       0.9 2.820040e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1225       0.9 3.285693e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1226       0.9 2.823416e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1227       0.9 2.974509e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1228       0.9 2.798027e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1229       0.9 4.202640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1230       0.9 2.810716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1231       0.9 2.794128e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1232       0.9 2.819234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1233       0.9 2.312881e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1234       0.9 2.898496e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1235       0.9 2.984710e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1236       0.9 2.888468e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1237       0.9 2.572351e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1238       0.9 2.762119e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1239       0.9 4.940940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1240       0.9 2.865735e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1241       0.9 4.380504e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1242       0.9 2.800019e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1243       0.9 2.150982e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1244       0.9 3.350382e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1245       0.9 3.676844e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1246       0.9 2.823362e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1247       0.9 3.987948e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1248       0.9 2.774428e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1249       0.9 3.668993e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1250       0.9 3.175376e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1251       0.9 1.700236e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1252       0.9 2.874422e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1253       0.9 1.053516e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1254       0.9 2.968893e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1255       0.9 1.545954e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1256       0.9 2.800241e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1257       0.9 4.175098e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1258       0.9 2.773614e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1259       0.9 3.421573e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1260       0.9 2.820686e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1261       0.9 1.625063e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1262       0.9 2.846790e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1263       0.9 4.606704e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1264       0.9 3.347194e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1265       0.9 1.052684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1266       0.9 2.902646e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1267       0.9 1.142698e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1268       0.9 2.969051e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1269       0.9 2.950755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1270       0.9 2.949758e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1271       0.9 1.857374e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1272       0.9 2.983203e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1273       0.9 7.686520e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1274       0.9 3.061898e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1275       0.9 4.452904e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1276       0.9 2.746545e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1277       0.9 4.489106e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1278       0.9 2.750264e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1279       0.9 8.398528e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1280       0.9 2.818399e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1281       0.9 1.880228e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1282       0.9 2.894418e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1283       0.9 4.890811e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1284       0.9 2.759078e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1285       0.9 3.197996e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1286       0.9 2.861268e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1287       0.9 1.737739e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1288       0.9 2.794327e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1289       0.9 3.579423e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1290       0.9 2.991290e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1291       0.9 3.258467e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1292       0.9 2.731882e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1293       0.9 1.924057e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1294       0.9 3.136901e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1295       0.9 6.129338e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1296       0.9 2.827923e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1297       0.9 3.300585e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1298       0.9 2.803701e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1299       0.9 2.781031e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1300       0.9 2.807640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1301       0.9 3.169237e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1302       0.9 2.781554e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1303       0.9 3.937164e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1304       0.9 2.988407e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1305       0.9 3.304736e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1306       0.9 2.799043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1307       0.9 3.901205e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1308       0.9 2.774218e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1309       0.9 1.738222e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1310       0.9 2.756495e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1311       0.9 4.950613e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1312       0.9 2.781909e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1313       0.9 2.685342e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1314       0.9 2.912843e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1315       0.9 2.091579e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1316       0.9 2.979203e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1317       0.9 3.635015e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1318       0.9 2.803958e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1319       0.9 4.977231e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1320       0.9 2.860817e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1321       0.9 3.495162e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1322       0.9 2.824645e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1323       0.9 1.609422e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1324       0.9 3.115350e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1325       0.9 1.127896e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1326       0.9 2.843847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1327       0.9 4.952629e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1328       0.9 2.984971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1329       0.9 2.228724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1330       0.9 2.830274e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1331       0.9 2.383265e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1332       0.9 2.837956e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1333       0.9 1.178749e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1334       0.9 2.853033e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1335       0.9 2.670801e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1336       0.9 2.989752e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1337       0.9 7.529529e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1338       0.9 2.875532e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1339       0.9 1.293024e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1340       0.9 2.762463e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1341       0.9 5.536013e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1342       0.9 2.789930e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1343       0.9 4.868265e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1344       0.9 3.177228e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1345       0.9 2.253609e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1346       0.9 2.901909e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1347       0.9 4.847159e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1348       0.9 2.826703e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1349       0.9 2.581571e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1350       0.9 2.814740e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1351       0.9 2.033675e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1352       0.9 2.831728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1353       0.9 1.807843e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1354       0.9 2.748791e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1355       0.9 1.685389e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1356       0.9 2.807813e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1357       0.9 3.226743e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1358       0.9 2.740827e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1359       0.9 4.212895e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1360       0.9 2.850850e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1361       0.9 4.758914e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1362       0.9 2.778699e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1363       0.9 2.354037e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1364       0.9 3.198960e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1365       0.9 3.459385e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1366       0.9 2.931406e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1367       0.9 2.913907e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1368       0.9 2.819237e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1369       0.9 3.850490e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1370       0.9 2.792793e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1371       0.9 4.631828e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1372       0.9 2.748752e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1373       0.9 4.735718e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1374       0.9 2.798681e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1375       0.9 2.031311e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1376       0.9 2.794227e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1377       0.9 2.482677e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1378       0.9 2.763698e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1379       0.9 2.637169e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1380       0.9 2.786552e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1381       0.9 5.886108e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1382       0.9 2.856816e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1383       0.9 2.768142e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1384       0.9 2.814612e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1385       0.9 5.065525e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1386       0.9 2.883406e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1387       0.9 1.930694e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1388       0.9 3.052869e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1389       0.9 5.623768e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1390       0.9 2.830712e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1391       0.9 1.131369e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1392       0.9 3.019585e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1393       0.9 3.139958e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1394       0.9 2.809990e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1395       0.9 2.799555e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1396       0.9 2.986303e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1397       0.9 3.411116e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1398       0.9 2.775529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1399       0.9 6.500990e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1400       0.9 2.989560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1401       0.9 4.815169e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1402       0.9 5.922333e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1403       0.9 5.791152e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1404       0.9 1.272989e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1405       0.9 1.623830e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1406       0.9 3.647959e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1407       0.9 4.903490e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1408       0.9 2.814466e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1409       0.9 3.386517e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1410       0.9 2.795138e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1411       0.9 1.086764e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1412       0.9 3.112493e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1413       0.9 2.893971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1414       0.9 4.290131e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1415       0.9 2.394936e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1416       0.9 2.808814e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1417       0.9 3.981260e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1418       0.9 3.166656e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1419       0.9 3.118448e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1420       0.9 2.856559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1421       0.9 2.109177e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1422       0.9 2.830518e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1423       0.9 6.197134e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1424       0.9 2.965856e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1425       0.9 1.259240e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1426       0.9 3.130781e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1427       0.9 3.708759e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1428       0.9 2.760436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1429       0.9 4.326761e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1430       0.9 2.793337e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1431       0.9 4.595305e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1432       0.9 3.049924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1433       0.9 1.071598e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1434       0.9 2.750461e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1435       0.9 4.033435e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1436       0.9 3.071594e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1437       0.9 1.986772e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1438       0.9 2.786109e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1439       0.9 2.915874e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1440       0.9 2.803993e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1441       0.9 4.140361e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1442       0.9 2.846252e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1443       0.9 2.548514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1444       0.9 2.829317e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1445       0.9 3.531168e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1446       0.9 2.973891e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1447       0.9 4.267070e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1448       0.9 3.010011e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1449       0.9 3.588156e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1450       0.9 2.790035e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1451       0.9 1.049358e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1452       0.9 2.815319e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1453       0.9 4.626496e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1454       0.9 2.767881e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1455       0.9 1.802187e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1456       0.9 2.858917e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1457       0.9 2.366331e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1458       0.9 2.762718e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1459       0.9 1.675494e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1460       0.9 3.119288e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1461       0.9 5.488649e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1462       0.9 2.787891e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1463       0.9 1.693772e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1464       0.9 2.778521e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1465       0.9 3.555625e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1466       0.9 2.836285e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1467       0.9 6.448656e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1468       0.9 2.872298e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1469       0.9 1.213211e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1470       0.9 2.790322e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1471       0.9 3.477067e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1472       0.9 5.771473e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1473       0.9 4.507259e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1474       0.9 2.753212e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1475       0.9 4.741264e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1476       0.9 2.859500e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1477       0.9 3.412405e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1478       0.9 2.782744e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1479       0.9 1.993629e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1480       0.9 2.805840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1481       0.9 3.727169e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1482       0.9 2.889830e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1483       0.9 1.362160e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1484       0.9 2.766412e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1485       0.9 6.380544e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1486       0.9 8.858477e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1487       0.9 3.388455e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1488       0.9 2.977733e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1489       0.9 2.817632e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1490       0.9 2.790191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1491       0.9 8.752768e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1492       0.9 3.016495e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1493       0.9 3.269015e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1494       0.9 2.766899e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1495       0.9 1.745471e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1496       0.9 2.798794e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1497       0.9 3.370182e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1498       0.9 3.053357e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1499       0.9 3.277467e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1500       0.9 2.984594e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1501       0.9 2.179592e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1502       0.9 2.811183e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1503       0.9 3.067755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1504       0.9 2.783507e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1505       0.9 2.023049e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1506       0.9 2.800779e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1507       0.9 2.024750e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1508       0.9 2.778624e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1509       0.9 1.293938e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1510       0.9 2.814734e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1511       0.9 8.557285e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1512       0.9 2.829017e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1513       0.9 1.514209e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1514       0.9 3.186700e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1515       0.9 3.124396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1516       0.9 2.814416e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1517       0.9 3.306945e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1518       0.9 2.754295e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1519       0.9 4.998019e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1520       0.9 2.846117e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1521       0.9 1.256037e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1522       0.9 2.792910e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1523       0.9 3.862291e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1524       0.9 2.834025e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1525       0.9 3.224396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1526       0.9 3.031222e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1527       0.9 1.064436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1528       0.9 2.930430e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1529       0.9 1.229582e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1530       0.9 2.788176e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1531       0.9 3.474968e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1532       0.9 2.964571e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1533       0.9 4.469238e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1534       0.9 2.926086e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1535       0.9 3.338551e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1536       0.9 3.035621e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1537       0.9 1.154306e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1538       0.9 6.683274e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1539       0.9 3.163166e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1540       0.9 2.835294e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1541       0.9 4.825794e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1542       0.9 2.776469e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1543       0.9 4.525552e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1544       0.9 2.786812e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1545       0.9 6.714041e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1546       0.9 2.794723e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1547       0.9 4.830107e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1548       0.9 2.786032e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1549       0.9 9.573083e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1550       0.9 2.863921e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1551       0.9 3.631619e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1552       0.9 5.047121e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1553       0.9 4.087883e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1554       0.9 3.030993e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1555       0.9 1.505592e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1556       0.9 2.825498e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1557       0.9 3.490797e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1558       0.9 6.643191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1559       0.9 3.466019e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1560       0.9 2.777662e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1561       0.9 4.998521e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1562       0.9 5.436603e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1563       0.9 1.399416e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1564       0.9 2.787803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1565       0.9 1.014402e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1566       0.9 3.172023e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1567       0.9 3.318263e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1568       0.9 2.945579e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1569       0.9 1.809638e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1570       0.9 2.911216e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1571       0.9 3.846010e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1572       0.9 2.850200e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1573       0.9 6.552826e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1574       0.9 2.796768e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1575       0.9 3.420631e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1576       0.9 2.769104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1577       0.9 7.256364e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1578       0.9 2.798041e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1579       0.9 4.559456e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1580       0.9 2.823691e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1581       0.9 3.374823e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1582       0.9 2.818878e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1583       0.9 3.777716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1584       0.9 2.768851e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1585       0.9 3.237230e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1586       0.9 4.751571e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1587       0.9 2.834664e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1588       0.9 2.785140e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1589       0.9 1.836767e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1590       0.9 3.288076e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1591       0.9 2.561905e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1592       0.9 2.832517e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1593       0.9 1.646640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1594       0.9 2.791224e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1595       0.9 2.836432e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1596       0.9 2.754364e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1597       0.9 3.363201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1598       0.9 2.977914e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1599       0.9 6.020313e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1600       0.9 3.116593e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1601       0.9 6.098866e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1602       0.9 2.799996e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1603       0.9 2.962177e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1604       0.9 2.904938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1605       0.9 1.321559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1606       0.9 2.828447e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1607       0.9 3.770532e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1608       0.9 2.980117e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1609       0.9 3.962821e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1610       0.9 2.796851e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1611       0.9 6.911769e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1612       0.9 2.794007e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1613       0.9 5.056962e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1614       0.9 2.774415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1615       0.9 3.183195e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1616       0.9 2.750094e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1617       0.9 1.122512e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1618       0.9 2.847695e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1619       0.9 6.286762e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1620       0.9 3.091623e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1621       0.9 3.541571e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1622       0.9 2.773869e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1623       0.9 4.340029e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1624       0.9 2.764960e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1625       0.9 1.809305e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1626       0.9 2.799770e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1627       0.9 2.843339e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1628       0.9 2.797181e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1629       0.9 1.158726e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1630       0.9 2.820447e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1631       0.9 2.316757e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1632       0.9 2.771597e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1633       0.9 3.743730e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1634       0.9 2.782643e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1635       0.9 1.055479e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1636       0.9 2.878677e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1637       0.9 1.626355e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1638       0.9 3.041772e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1639       0.9 4.158376e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1640       0.9 2.818600e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1641       0.9 1.614554e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1642       0.9 2.795907e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1643       0.9 4.662848e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1644       0.9 2.768674e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1645       0.9 2.550162e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1646       0.9 2.855363e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1647       0.9 4.173569e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1648       0.9 2.820981e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1649       0.9 3.106914e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1650       0.9 3.047300e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1651       0.9 5.158223e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1652       0.9 2.785627e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1653       0.9 3.426644e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1654       0.9 3.032553e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1655       0.9 1.531127e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1656       0.9 2.787809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1657       0.9 3.578592e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1658       0.9 2.764210e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1659       0.9 1.715437e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1660       0.9 3.144438e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1661       0.9 2.533974e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1662       0.9 2.834187e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1663       0.9 2.937157e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1664       0.9 2.728420e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1665       0.9 4.847930e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1666       0.9 3.108888e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1667       0.9 4.374746e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1668       0.9 2.773619e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1669       0.9 1.155063e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1670       0.9 2.730479e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1671       0.9 2.450677e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1672       0.9 2.979845e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1673       0.9 3.632080e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1674       0.9 3.047770e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1675       0.9 6.688969e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1676       0.9 2.777035e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1677       0.9 3.726055e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1678       0.9 5.610218e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1679       0.9 4.216456e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1680       0.9 2.781863e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1681       0.9 2.324554e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1682       0.9 2.817887e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1683       0.9 1.934161e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1684       0.9 2.800834e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1685       0.9 1.082444e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1686       0.9 2.776940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1687       0.9 3.511251e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1688       0.9 3.277161e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1689       0.9 3.676229e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1690       0.9 2.786260e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1691       0.9 2.954686e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1692       0.9 2.770778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1693       0.9 1.317992e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1694       0.9 2.797613e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1695       0.9 1.019524e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1696       0.9 2.778500e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1697       0.9 9.402748e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1698       0.9 2.800765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1699       0.9 3.369832e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1700       0.9 2.846179e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1701       0.9 2.198177e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1702       0.9 2.939463e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1703       0.9 1.525385e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1704       0.9 2.823801e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1705       0.9 4.463524e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1706       0.9 2.763121e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1707       0.9 4.600249e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1708       0.9 2.839768e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1709       0.9 2.123817e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1710       0.9 2.821871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1711       0.9 1.059929e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1712       0.9 2.780785e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1713       0.9 1.581102e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1714       0.9 2.788793e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1715       0.9 1.123910e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1716       0.9 2.724698e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1717       0.9 4.185522e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1718       0.9 2.897939e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1719       0.9 1.922096e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1720       0.9 4.423808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1721       0.9 3.848720e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1722       0.9 2.932141e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1723       0.9 2.264045e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1724       0.9 3.110530e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1725       0.9 3.464611e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1726       0.9 2.991708e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1727       0.9 1.591126e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1728       0.9 2.856383e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1729       0.9 5.619214e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1730       0.9 3.622138e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1731       0.9 3.766803e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1732       0.9 2.845318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1733       0.9 8.352306e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1734       0.9 2.867419e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1735       0.9 4.311668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1736       0.9 3.048405e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1737       0.9 1.084743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1738       0.9 2.877609e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1739       0.9 3.084762e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1740       0.9 2.789343e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1741       0.9 1.538792e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1742       0.9 2.894293e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1743       0.9 2.276417e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1744       0.9 2.821012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1745       0.9 3.397437e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1746       0.9 2.781487e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1747       0.9 3.654231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1748       0.9 3.016206e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1749       0.9 1.963566e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1750       0.9 2.893369e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1751       0.9 6.050396e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1752       0.9 2.792940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1753       0.9 2.039189e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1754       0.9 2.775641e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1755       0.9 4.182466e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1756       0.9 3.135534e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1757       0.9 1.641916e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1758       0.9 2.889680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1759       0.9 4.664835e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1760       0.9 2.853261e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1761       0.9 1.362485e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1762       0.9 3.220268e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1763       0.9 3.535784e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1764       0.9 2.988062e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1765       0.9 4.381307e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1766       0.9 2.753141e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1767       0.9 4.933115e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1768       0.9 3.170209e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1769       0.9 4.856050e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1770       0.9 3.316971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1771       0.9 2.022134e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1772       0.9 2.798409e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1773       0.9 2.433931e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1774       0.9 2.790105e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1775       0.9 2.879567e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1776       0.9 2.862870e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1777       0.9 3.699470e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1778       0.9 4.557924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1779       0.9 8.332297e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1780       0.9 3.169975e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1781       0.9 3.173266e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1782       0.9 2.838527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1783       0.9 2.707507e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1784       0.9 3.053989e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1785       0.9 2.908335e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1786       0.9 2.774802e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1787       0.9 5.155677e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1788       0.9 3.094514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1789       0.9 1.741245e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1790       0.9 2.793606e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1791       0.9 3.953515e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1792       0.9 2.811609e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1793       0.9 1.734721e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1794       0.9 3.036143e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1795       0.9 1.575403e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1796       0.9 3.097192e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1797       0.9 3.948559e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1798       0.9 2.951239e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1799       0.9 3.842220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1800       0.9 2.819873e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1801       0.9 2.351979e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1802       0.9 3.026001e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1803       0.9 4.375164e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1804       0.9 2.945476e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1805       0.9 1.199697e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1806       0.9 3.041396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1807       0.9 8.953871e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1808       0.9 2.936155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1809       0.9 7.073487e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1810       0.9 3.260240e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1811       0.9 8.896392e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1812       0.9 2.806355e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1813       0.9 4.381925e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1814       0.9 2.894096e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1815       0.9 3.344337e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1816       0.9 3.127137e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1817       0.9 1.295779e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1818       0.9 2.807717e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1819       0.9 3.894882e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1820       0.9 2.994600e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1821       0.9 4.877065e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1822       0.9 2.927963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1823       0.9 1.611273e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1824       0.9 3.181683e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1825       0.9 1.220965e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1826       0.9 2.793756e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1827       0.9 4.023527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1828       0.9 2.840734e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1829       0.9 1.292675e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1830       0.9 2.844301e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1831       0.9 1.719198e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1832       0.9 3.118510e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1833       0.9 6.320886e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1834       0.9 2.812273e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1835       0.9 1.554925e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1836       0.9 6.116072e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1837       0.9 3.805639e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1838       0.9 2.965672e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1839       0.9 4.723595e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1840       0.9 2.970997e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1841       0.9 1.795163e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1842       0.9 2.918504e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1843       0.9 2.762962e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1844       0.9 2.772745e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1845       0.9 3.896921e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1846       0.9 2.880987e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1847       0.9 4.647604e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1848       0.9 2.883204e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1849       0.9 3.914129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1850       0.9 2.807362e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1851       0.9 3.344786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1852       0.9 3.078738e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1853       0.9 1.336628e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1854       0.9 2.845508e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1855       0.9 1.795997e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1856       0.9 3.191131e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1857       0.9 4.723835e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1858       0.9 2.778296e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1859       0.9 4.718198e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1860       0.9 2.971956e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1861       0.9 1.131123e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1862       0.9 3.142309e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1863       0.9 3.987263e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1864       0.9 2.999023e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1865       0.9 4.687693e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1866       0.9 2.764643e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1867       0.9 2.009385e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1868       0.9 2.833737e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1869       0.9 2.352014e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1870       0.9 3.112039e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1871       0.9 1.828003e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1872       0.9 2.940911e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1873       0.9 1.256974e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1874       0.9 3.045063e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1875       0.9 6.685850e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1876       0.9 3.461391e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1877       0.9 3.773714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1878       0.9 2.808399e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1879       0.9 2.511369e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1880       0.9 2.788619e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1881       0.9 4.280676e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1882       0.9 2.817185e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1883       0.9 1.378298e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1884       0.9 6.048803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1885       0.9 2.695111e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1886       0.9 2.943140e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1887       0.9 2.498635e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1888       0.9 2.954827e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1889       0.9 2.440672e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1890       0.9 2.954087e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1891       0.9 4.569071e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1892       0.9 2.916990e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1893       0.9 4.046775e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1894       0.9 2.984106e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1895       0.9 3.755215e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1896       0.9 2.786608e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1897       0.9 1.672890e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1898       0.9 2.967370e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1899       0.9 1.973147e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1900       0.9 3.042950e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1901       0.9 3.446056e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1902       0.9 3.066407e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1903       0.9 4.697991e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1904       0.9 3.026080e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1905       0.9 2.635899e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1906       0.9 2.806180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1907       0.9 1.130841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1908       0.9 2.736992e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1909       0.9 2.632934e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1910       0.9 2.772098e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1911       0.9 1.746109e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1912       0.9 2.942986e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1913       0.9 4.332691e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1914       0.9 2.783184e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1915       0.9 3.153405e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1916       0.9 2.811123e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1917       0.9 3.567780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1918       0.9 2.797785e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1919       0.9 5.542880e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1920       0.9 2.859696e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1921       0.9 2.101164e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1922       0.9 2.808667e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1923       0.9 3.699381e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1924       0.9 3.041440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1925       0.9 1.662257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1926       0.9 2.958853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1927       0.9 3.468920e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1928       0.9 2.817697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1929       0.9 4.327160e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1930       0.9 3.077510e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1931       0.9 3.294301e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1932       0.9 2.881411e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1933       0.9 1.390731e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1934       0.9 2.850757e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1935       0.9 3.051682e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1936       0.9 2.752673e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1937       0.9 1.121068e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1938       0.9 2.767686e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1939       0.9 8.731342e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1940       0.9 2.783580e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1941       0.9 2.586216e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1942       0.9 2.788006e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1943       0.9 4.861754e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1944       0.9 2.822949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1945       0.9 3.718971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1946       0.9 3.068598e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1947       0.9 4.685338e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1948       0.9 3.321240e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1949       0.9 2.541409e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1950       0.9 2.777852e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1951       0.9 3.780748e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1952       0.9 2.824469e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1953       0.9 1.107467e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1954       0.9 2.931088e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1955       0.9 1.436417e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1956       0.9 3.180353e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1957       0.9 2.847582e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1958       0.9 2.862543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1959       0.9 3.904309e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1960       0.9 2.735769e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1961       0.9 2.855009e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1962       0.9 2.780748e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1963       0.9 4.913205e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1964       0.9 2.751737e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1965       0.9 2.033363e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1966       0.9 2.821238e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1967       0.9 3.835952e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1968       0.9 2.768415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1969       0.9 4.686554e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1970       0.9 2.801552e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1971       0.9 1.013170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1972       0.9 2.754854e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1973       0.9 1.355138e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1974       0.9 2.834074e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1975       0.9 4.804522e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1976       0.9 2.776653e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1977       0.9 4.741549e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1978       0.9 2.780104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1979       0.9 3.523538e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1980       0.9 2.809219e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1981       0.9 2.564901e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1982       0.9 2.773570e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1983       0.9 2.695435e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1984       0.9 2.772340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1985       0.9 2.333126e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1986       0.9 2.833335e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1987       0.9 3.571619e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1988       0.9 2.765940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1989       0.9 3.556103e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1990       0.9 2.838509e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1991       0.9 4.621257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1992       0.9 2.792296e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1993       0.9 4.674467e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1994       0.9 3.314559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1995       0.9 1.185598e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1996       0.9 3.240455e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1997       0.9 4.637583e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1998       0.9 2.808024e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1999       0.9 2.842229e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2000       0.9 5.449204e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2001       0.9 4.667278e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2002       0.9 2.825808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2003       0.9 1.227675e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2004       0.9 2.753820e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2005       0.9 4.896291e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2006       0.9 2.901415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2007       0.9 2.071421e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2008       0.9 2.851598e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2009       0.9 1.659195e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2010       0.9 2.825960e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2011       0.9 1.398345e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2012       0.9 2.738769e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2013       0.9 2.481836e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2014       0.9 2.760126e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2015       0.9 2.527444e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2016       0.9 2.782851e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2017       0.9 1.436074e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2018       0.9 2.900865e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2019       0.9 2.366048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2020       0.9 3.112302e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2021       0.9 1.939568e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2022       0.9 3.163334e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2023       0.9 6.394719e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2024       0.9 2.753296e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2025       0.9 3.750765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2026       0.9 3.024443e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2027       0.9 4.225170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2028       0.9 3.323013e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2029       0.9 4.277782e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2030       0.9 2.794722e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2031       0.9 9.503659e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2032       0.9 3.153252e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2033       0.9 1.153016e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2034       0.9 2.791724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2035       0.9 3.634119e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2036       0.9 2.795407e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2037       0.9 4.483332e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2038       0.9 2.914371e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2039       0.9 4.756499e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2040       0.9 2.772664e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2041       0.9 3.360081e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2042       0.9 2.859244e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2043       0.9 4.016850e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2044       0.9 2.857181e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2045       0.9 3.982775e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2046       0.9 3.087106e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2047       0.9 3.443237e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2048       0.9 2.863254e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2049       0.9 3.239047e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2050       0.9 3.300302e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2051       0.9 6.566163e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2052       0.9 3.298248e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2053       0.9 4.847781e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2054       0.9 2.800786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2055       0.9 4.152059e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2056       0.9 2.887655e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2057       0.9 2.275771e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2058       0.9 3.807727e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2059       0.9 2.649167e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2060       0.9 2.827097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2061       0.9 3.421188e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2062       0.9 2.870989e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2063       0.9 2.083154e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2064       0.9 2.822745e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2065       0.9 2.826071e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2066       0.9 2.905913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2067       0.9 2.552526e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2068       0.9 1.269415e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2069       0.9 2.861507e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2070       0.9 3.168889e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2071       0.9 1.112176e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2072       0.9 2.803494e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2073       0.9 1.193210e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2074       0.9 3.277278e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2075       0.9 1.247748e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2076       0.9 2.779143e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2077       0.9 3.810534e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2078       0.9 2.878771e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2079       0.9 8.816413e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2080       0.9 3.310343e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2081       0.9 1.383217e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2082       0.9 2.940530e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2083       0.9 1.721943e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2084       0.9 2.983990e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2085       0.9 1.356503e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2086       0.9 2.971122e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2087       0.9 2.510952e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2088       0.9 3.010852e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2089       0.9 2.688785e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2090       0.9 3.277538e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2091       0.9 3.781321e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2092       0.9 2.726338e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2093       0.9 1.330991e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2094       0.9 2.969169e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2095       0.9 1.331715e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2096       0.9 2.780967e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2097       0.9 2.021095e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2098       0.9 1.275118e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2099       0.9 3.912989e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2100       0.9 3.143182e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2101       0.9 2.127904e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2102       0.9 2.981393e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2103       0.9 4.754380e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2104       0.9 2.782437e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2105       0.9 4.330305e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2106       0.9 2.875308e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2107       0.9 2.626265e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2108       0.9 2.836554e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2109       0.9 2.423641e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2110       0.9 2.896188e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2111       0.9 3.988969e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2112       0.9 3.177868e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2113       0.9 4.272833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2114       0.9 2.769923e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2115       0.9 1.344493e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2116       0.9 2.814494e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2117       0.9 3.096347e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2118       0.9 2.850655e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2119       0.9 3.721046e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2120       0.9 2.757279e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2121       0.9 1.529162e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2122       0.9 2.796846e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2123       0.9 4.062687e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2124       0.9 2.813608e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2125       0.9 2.374445e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2126       0.9 3.204699e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2127       0.9 1.196554e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2128       0.9 3.176191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2129       0.9 1.897401e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2130       0.9 2.781811e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2131       0.9 9.140930e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2132       0.9 2.804576e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2133       0.9 4.144452e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2134       0.9 2.806853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2135       0.9 9.491897e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2136       0.9 3.029945e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2137       0.9 1.222952e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2138       0.9 2.956252e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2139       0.9 1.612907e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2140       0.9 3.088639e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2141       0.9 4.548401e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2142       0.9 2.849060e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2143       0.9 3.386050e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2144       0.9 2.757960e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2145       0.9 3.359356e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2146       0.9 2.766366e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2147       0.9 3.115834e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2148       0.9 2.801241e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2149       0.9 3.845607e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2150       0.9 2.783325e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2151       0.9 2.688183e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2152       0.9 3.146498e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2153       0.9 2.441985e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2154       0.9 2.770940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2155       0.9 2.365064e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2156       0.9 2.795187e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2157       0.9 1.526234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2158       0.9 2.977662e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2159       0.9 3.974603e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2160       0.9 3.134906e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2161       0.9 1.213431e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2162       0.9 2.830841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2163       0.9 2.676209e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2164       0.9 2.801013e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2165       0.9 3.667934e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2166       0.9 2.952083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2167       0.9 2.565935e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2168       0.9 2.862999e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2169       0.9 3.849295e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2170       0.9 2.921650e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2171       0.9 3.787469e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2172       0.9 2.809585e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2173       0.9 9.826037e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2174       0.9 2.774234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2175       0.9 7.464982e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2176       0.9 2.824837e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2177       0.9 2.497559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2178       0.9 8.844601e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2179       0.9 6.626677e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2180       0.9 3.032850e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2181       0.9 1.920281e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2182       0.9 2.842495e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2183       0.9 1.162654e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2184       0.9 2.890155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2185       0.9 1.475297e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2186       0.9 2.777702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2187       0.9 1.909400e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2188       0.9 2.797840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2189       0.9 4.219878e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2190       0.9 2.794010e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2191       0.9 5.397044e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2192       0.9 2.761702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2193       0.9 6.807103e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2194       0.9 2.819832e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2195       0.9 3.414407e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2196       0.9 3.128010e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2197       0.9 6.530998e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2198       0.9 2.768949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2199       0.9 1.668808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2200       0.9 2.825780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2201       0.9 6.343310e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2202       0.9 2.796155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2203       0.9 4.791491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2204       0.9 2.827020e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2205       0.9 7.070759e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2206       0.9 2.882350e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2207       0.9 3.002016e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2208       0.9 5.568531e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2209       0.9 2.473950e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2210       0.9 2.773561e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2211       0.9 2.059090e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2212       0.9 4.928117e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2213       0.9 3.266082e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2214       0.9 2.816191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2215       0.9 4.925633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2216       0.9 2.758911e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2217       0.9 2.144559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2218       0.9 2.949382e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2219       0.9 3.719061e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2220       0.9 2.925460e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2221       0.9 4.571533e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2222       0.9 2.777424e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2223       0.9 3.672853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2224       0.9 3.139821e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2225       0.9 1.178581e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2226       0.9 2.925325e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2227       0.9 3.213074e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2228       0.9 2.768943e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2229       0.9 8.745633e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2230       0.9 2.914680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2231       0.9 7.410530e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2232       0.9 2.779994e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2233       0.9 3.467595e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2234       0.9 2.929568e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2235       0.9 4.431103e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2236       0.9 2.786415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2237       0.9 3.934908e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2238       0.9 3.117202e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2239       0.9 5.817408e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2240       0.9 3.181487e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2241       0.9 2.029645e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2242       0.9 2.878833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2243       0.9 1.185201e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2244       0.9 2.801620e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2245       0.9 3.452100e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2246       0.9 2.849245e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2247       0.9 1.491475e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2248       0.9 2.806772e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2249       0.9 1.242424e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2250       0.9 3.051543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2251       0.9 2.437360e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2252       0.9 2.898153e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2253       0.9 3.709624e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2254       0.9 2.921822e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2255       0.9 7.546030e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2256       0.9 2.728296e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2257       0.9 1.243150e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2258       0.9 2.770825e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2259       0.9 3.402034e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2260       0.9 3.006725e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2261       0.9 3.262180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2262       0.9 2.848972e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2263       0.9 4.447974e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2264       0.9 2.811623e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2265       0.9 1.616202e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2266       0.9 2.803493e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2267       0.9 4.719442e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2268       0.9 3.024952e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2269       0.9 3.239861e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2270       0.9 2.765039e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2271       0.9 1.353071e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2272       0.9 3.083814e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2273       0.9 3.459043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2274       0.9 2.884441e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2275       0.9 1.734518e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2276       0.9 2.864240e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2277       0.9 4.829739e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2278       0.9 2.953170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2279       0.9 3.054955e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2280       0.9 2.820746e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2281       0.9 4.146796e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2282       0.9 2.895134e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2283       0.9 2.527654e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2284       0.9 2.912338e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2285       0.9 2.152214e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2286       0.9 2.792440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2287       0.9 1.703224e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2288       0.9 2.926355e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2289       0.9 3.734307e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2290       0.9 2.787845e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2291       0.9 4.560662e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2292       0.9 3.061795e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2293       0.9 1.844682e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2294       0.9 2.909258e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2295       0.9 2.402136e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2296       0.9 3.000959e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2297       0.9 4.594240e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2298       0.9 3.448777e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2299       0.9 2.054426e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2300       0.9 2.811626e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2301       0.9 3.466793e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2302       0.9 2.769643e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2303       0.9 8.470258e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2304       0.9 2.932200e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2305       0.9 4.577659e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2306       0.9 2.758622e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2307       0.9 2.857420e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2308       0.9 2.776698e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2309       0.9 4.744450e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2310       0.9 2.798390e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2311       0.9 7.532416e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2312       0.9 2.778232e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2313       0.9 4.686113e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2314       0.9 3.044662e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2315       0.9 4.762002e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2316       0.9 3.159264e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2317       0.9 3.107078e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2318       0.9 2.806939e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2319       0.9 2.829374e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2320       0.9 2.801882e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2321       0.9 1.180108e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2322       0.9 4.946871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2323       0.9 8.608032e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2324       0.9 2.907497e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2325       0.9 1.084369e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2326       0.9 2.896598e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2327       0.9 2.617655e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2328       0.9 3.002246e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2329       0.9 3.127417e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2330       0.9 3.395086e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2331       0.9 3.250570e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2332       0.9 3.149803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2333       0.9 1.735020e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2334       0.9 2.797964e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2335       0.9 3.823294e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2336       0.9 2.803727e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2337       0.9 1.038906e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2338       0.9 2.788654e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2339       0.9 9.244817e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2340       0.9 2.906083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2341       0.9 2.282213e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2342       0.9 2.928803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2343       0.9 3.942689e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2344       0.9 3.066483e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2345       0.9 2.188874e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2346       0.9 3.242771e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2347       0.9 1.287450e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2348       0.9 2.981367e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2349       0.9 2.810165e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2350       0.9 5.130097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2351       0.9 3.660550e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2352       0.9 2.973775e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2353       0.9 1.430193e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2354       0.9 2.785995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2355       0.9 2.509423e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2356       0.9 2.794462e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2357       0.9 1.003281e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2358       0.9 2.765811e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2359       0.9 4.538762e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2360       0.9 2.882693e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2361       0.9 1.810657e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2362       0.9 2.757527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2363       0.9 2.380387e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2364       0.9 2.753868e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2365       0.9 2.278109e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2366       0.9 2.817829e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2367       0.9 6.818123e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2368       0.9 4.506542e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2369       0.9 3.422592e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2370       0.9 2.922366e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2371       0.9 4.617893e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2372       0.9 2.753607e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2373       0.9 3.242121e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2374       0.9 2.796819e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2375       0.9 4.554351e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2376       0.9 2.926799e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2377       0.9 4.209044e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2378       0.9 3.280093e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2379       0.9 4.977494e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2380       0.9 3.127160e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2381       0.9 4.635786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2382       0.9 2.819186e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2383       0.9 1.619297e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2384       0.9 2.767113e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2385       0.9 3.270270e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2386       0.9 2.815790e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2387       0.9 1.044735e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2388       0.9 2.837517e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2389       0.9 1.352578e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2390       0.9 3.240188e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2391       0.9 3.326277e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2392       0.9 2.873898e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2393       0.9 4.546806e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2394       0.9 2.856723e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2395       0.9 1.689286e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2396       0.9 2.810830e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2397       0.9 3.603668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2398       0.9 3.441159e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2399       0.9 2.323833e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2400       0.9 2.775398e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2401       0.9 4.801715e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2402       0.9 3.225771e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2403       0.9 2.170258e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2404       0.9 4.890313e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2405       0.9 4.546309e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2406       0.9 3.109396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2407       0.9 2.693482e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2408       0.9 2.877845e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2409       0.9 3.746876e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2410       0.9 2.802406e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2411       0.9 2.544040e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2412       0.9 2.782702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2413       0.9 4.017534e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2414       0.9 2.834017e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2415       0.9 4.260617e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2416       0.9 3.069879e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2417       0.9 4.251876e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2418       0.9 2.812191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2419       0.9 2.342788e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2420       0.9 2.827338e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2421       0.9 1.170101e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2422       0.9 5.013174e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2423       0.9 1.879942e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2424       0.9 3.096377e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2425       0.9 3.154084e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2426       0.9 2.814269e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2427       0.9 4.506202e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2428       0.9 2.794740e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2429       0.9 4.263950e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2430       0.9 2.761261e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2431       0.9 4.007139e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2432       0.9 2.795400e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2433       0.9 2.241898e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2434       0.9 2.969295e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2435       0.9 2.949120e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2436       0.9 2.767005e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2437       0.9 2.769819e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2438       0.9 2.929217e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2439       0.9 1.788096e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2440       0.9 2.866466e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2441       0.9 1.587213e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2442       0.9 6.219252e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2443       0.9 4.554848e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2444       0.9 2.800846e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2445       0.9 1.819883e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2446       0.9 2.838163e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2447       0.9 3.395673e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2448       0.9 2.889630e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2449       0.9 1.733756e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2450       0.9 2.875125e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2451       0.9 3.203139e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2452       0.9 2.959129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2453       0.9 3.517906e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2454       0.9 3.170999e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2455       0.9 9.084055e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2456       0.9 2.795279e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2457       0.9 9.506785e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2458       0.9 2.790886e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2459       0.9 1.719297e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2460       0.9 2.898011e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2461       0.9 2.722124e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2462       0.9 2.780384e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2463       0.9 2.238327e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2464       0.9 2.876126e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2465       0.9 1.219333e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2466       0.9 2.783816e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2467       0.9 1.710436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2468       0.9 2.792876e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2469       0.9 2.907022e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2470       0.9 2.940342e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2471       0.9 4.427723e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2472       0.9 2.855381e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2473       0.9 4.905944e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2474       0.9 2.794917e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2475       0.9 1.079864e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2476       0.9 2.937719e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2477       0.9 7.919017e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2478       0.9 2.773623e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2479       0.9 4.142966e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2480       0.9 2.909911e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2481       0.9 4.585642e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2482       0.9 2.781130e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2483       0.9 4.367997e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2484       0.9 2.807870e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2485       0.9 4.951244e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2486       0.9 2.729636e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2487       0.9 2.931680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2488       0.9 2.795121e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2489       0.9 6.247132e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2490       0.9 3.043665e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2491       0.9 1.478859e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2492       0.9 3.386447e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2493       0.9 4.896327e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2494       0.9 2.752337e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2495       0.9 4.112946e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2496       0.9 2.850028e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2497       0.9 2.971368e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2498       0.9 2.760155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2499       0.9 4.663519e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2500       0.9 2.770239e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2501       0.9 3.079617e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2502       0.9 2.795985e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2503       0.9 3.551560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2504       0.9 2.936711e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2505       0.9 2.792921e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2506       0.9 2.812066e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2507       0.9 4.522590e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2508       0.9 2.931703e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2509       0.9 2.022858e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2510       0.9 2.861548e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2511       0.9 4.368839e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2512       0.9 2.788361e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2513       0.9 2.344742e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2514       0.9 2.983232e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2515       0.9 3.534441e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2516       0.9 2.770893e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2517       0.9 1.677048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2518       0.9 2.777656e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2519       0.9 1.569678e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2520       0.9 2.748277e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2521       0.9 4.330767e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2522       0.9 2.973358e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2523       0.9 4.908590e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2524       0.9 2.780549e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2525       0.9 1.218576e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2526       0.9 2.800381e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2527       0.9 3.726330e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2528       0.9 4.383440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2529       0.9 2.273071e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2530       0.9 2.753112e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2531       0.9 2.446083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2532       0.9 2.827066e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2533       0.9 2.766140e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2534       0.9 3.181265e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2535       0.9 2.302683e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2536       0.9 2.879708e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2537       0.9 1.999907e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2538       0.9 2.771207e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2539       0.9 4.720757e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2540       0.9 2.778701e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2541       0.9 1.778665e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2542       0.9 2.803243e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2543       0.9 2.533195e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2544       0.9 2.802273e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2545       0.9 3.414681e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2546       0.9 3.067652e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2547       0.9 2.656920e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2548       0.9 2.846847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2549       0.9 3.287307e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2550       0.9 3.201488e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2551       0.9 1.737928e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2552       0.9 2.801690e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2553       0.9 2.287162e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2554       0.9 2.875778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2555       0.9 1.228364e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2556       0.9 3.172745e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2557       0.9 4.412370e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2558       0.9 3.304285e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2559       0.9 3.148597e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2560       0.9 2.972934e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2561       0.9 9.549798e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2562       0.9 3.003143e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2563       0.9 4.052418e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2564       0.9 2.741170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2565       0.9 1.874027e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2566       0.9 2.795005e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2567       0.9 3.929822e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2568       0.9 2.810971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2569       0.9 3.488778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2570       0.9 2.747309e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2571       0.9 1.008336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2572       0.9 2.825384e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2573       0.9 3.553872e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2574       0.9 2.759654e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2575       0.9 4.084315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2576       0.9 2.810190e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2577       0.9 2.229098e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2578       0.9 3.162576e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2579       0.9 2.724520e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2580       0.9 2.809455e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2581       0.9 1.533488e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2582       0.9 2.771341e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2583       0.9 1.944361e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2584       0.9 3.093931e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2585       0.9 2.063338e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2586       0.9 2.754808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2587       0.9 3.443891e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2588       0.9 3.014257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2589       0.9 2.934421e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2590       0.9 2.774903e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2591       0.9 2.987124e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2592       0.9 2.875735e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2593       0.9 3.238017e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2594       0.9 2.777853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2595       0.9 2.118546e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2596       0.9 2.857708e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2597       0.9 2.311611e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2598       0.9 2.773274e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2599       0.9 4.787257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2600       0.9 2.889808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2601       0.9 2.378488e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2602       0.9 2.977445e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2603       0.9 9.215980e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2604       0.9 2.814806e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2605       0.9 3.580941e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2606       0.9 6.266009e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2607       0.9 2.381912e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2608       0.9 2.755638e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2609       0.9 1.034288e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2610       0.9 6.090091e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2611       0.9 2.714855e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2612       0.9 2.786321e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2613       0.9 7.646898e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2614       0.9 3.055668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2615       0.9 1.124505e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2616       0.9 3.234614e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2617       0.9 4.474531e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2618       0.9 2.782397e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2619       0.9 1.674465e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2620       0.9 2.788960e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2621       0.9 1.252950e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2622       0.9 2.747899e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2623       0.9 4.652934e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2624       0.9 2.801899e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2625       0.9 4.004078e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2626       0.9 2.781996e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2627       0.9 3.293392e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2628       0.9 3.066589e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2629       0.9 2.288856e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2630       0.9 2.768423e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2631       0.9 8.597506e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2632       0.9 3.050745e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2633       0.9 2.969351e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2634       0.9 2.788054e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2635       0.9 2.361618e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2636       0.9 2.904342e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2637       0.9 1.739147e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2638       0.9 2.970991e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2639       0.9 2.326896e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2640       0.9 2.824852e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2641       0.9 7.610797e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2642       0.9 3.099032e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2643       0.9 6.419844e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2644       0.9 2.793428e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2645       0.9 4.656299e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2646       0.9 3.167028e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2647       0.9 3.960074e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2648       0.9 2.739025e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2649       0.9 3.292543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2650       0.9 2.822848e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2651       0.9 1.093278e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2652       0.9 2.995601e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2653       0.9 2.371833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2654       0.9 2.973554e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2655       0.9 3.203396e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2656       0.9 1.265895e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2657       0.9 2.582548e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2658       0.9 2.885358e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2659       0.9 7.568063e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2660       0.9 2.892847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2661       0.9 4.137271e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2662       0.9 5.392570e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2663       0.9 4.272597e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2664       0.9 2.774104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2665       0.9 2.316010e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2666       0.9 3.606945e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2667       0.9 1.601200e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2668       0.9 2.793564e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2669       0.9 4.674771e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2670       0.9 2.771726e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2671       0.9 6.137152e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2672       0.9 3.017192e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2673       0.9 3.792412e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2674       0.9 3.191052e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2675       0.9 2.263125e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2676       0.9 2.804105e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2677       0.9 2.805042e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2678       0.9 2.838883e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2679       0.9 4.595689e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2680       0.9 2.918835e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2681       0.9 6.583745e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2682       0.9 2.875244e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2683       0.9 3.013955e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2684       0.9 2.814250e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2685       0.9 7.489623e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2686       0.9 2.960737e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2687       0.9 4.606978e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2688       0.9 2.789946e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2689       0.9 7.463221e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2690       0.9 2.807179e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2691       0.9 2.998875e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2692       0.9 3.217325e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2693       0.9 3.848006e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2694       0.9 2.864177e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2695       0.9 3.727671e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2696       0.9 2.824398e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2697       0.9 8.899958e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2698       0.9 2.812723e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2699       0.9 3.219618e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2700       0.9 3.094878e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2701       0.9 2.020630e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2702       0.9 5.699323e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
##             g_F sigma_epsilon G_w_y_scaling   msg iter_num param_index
## 1     0.1162005      109.1121         0.162 start        1           1
## 2     0.1162005      109.1121         0.162  mif1        1           1
## 3     0.1162005      109.1121         0.162 start        2           1
## 4     0.1162005      109.1121         0.162  mif1        2           1
## 5     0.1162005      109.1121         0.162 start        3           1
## 6     0.1162005      109.1121         0.162  mif1        3           1
## 7     0.1162005      109.1121         0.162 start        4           1
## 8     0.1162005      109.1121         0.162  mif1        4           1
## 9     0.1162005      109.1121         0.162 start        5           1
## 10    0.1162005      109.1121         0.162  mif1        5           1
## 11    0.1162005      109.1121         0.162 start        6           1
## 12    0.1162005      109.1121         0.162  mif1        6           1
## 13    0.1162005      109.1121         0.162 start        7           1
## 14    0.1162005      109.1121         0.162  mif1        7           1
## 15    0.1162005      109.1121         0.162 start        8           1
## 16    0.1162005      109.1121         0.162  mif1        8           1
## 17    0.1162005      109.1121         0.162 start        9           1
## 18    0.1162005      109.1121         0.162  mif1        9           1
## 19    0.1162005      109.1121         0.162 start       10           1
## 20    0.1162005      109.1121         0.162  mif1       10           1
## 21    0.1162005      109.1121         0.162 start       11           1
## 22    0.1162005      109.1121         0.162  mif1       11           1
## 23    0.1162005      109.1121         0.162 start       12           1
## 24    0.1162005      109.1121         0.162  mif1       12           1
## 25    0.1162005      109.1121         0.162 start       13           1
## 26    0.1162005      109.1121         0.162  mif1       13           1
## 27    0.1162005      109.1121         0.162 start       14           1
## 28    0.1162005      109.1121         0.162  mif1       14           1
## 29    0.1162005      109.1121         0.162 start       15           1
## 30    0.1162005      109.1121         0.162  mif1       15           1
## 31    0.1162005      109.1121         0.162 start       16           1
## 32    0.1162005      109.1121         0.162  mif1       16           1
## 33    0.1162005      109.1121         0.162 start       17           1
## 34    0.1162005      109.1121         0.162  mif1       17           1
## 35    0.1162005      109.1121         0.162 start       18           1
## 36    0.1162005      109.1121         0.162  mif1       18           1
## 37    0.1162005      109.1121         0.162 start       19           1
## 38    0.1162005      109.1121         0.162  mif1       19           1
## 39    0.1162005      109.1121         0.162 start       20           1
## 40    0.1162005      109.1121         0.162  mif1       20           1
## 41    0.1162005      109.1121         0.162 start       21           1
## 42    0.1162005      109.1121         0.162  mif1       21           1
## 43    0.1162005      109.1121         0.162 start       22           1
## 44    0.1162005      109.1121         0.162  mif1       22           1
## 45    0.1162005      109.1121         0.162 start       23           1
## 46    0.1162005      109.1121         0.162  mif1       23           1
## 47    0.1162005      109.1121         0.162 start       24           1
## 48    0.1162005      109.1121         0.162  mif1       24           1
## 49    0.1162005      109.1121         0.162 start       25           1
## 50    0.1162005      109.1121         0.162  mif1       25           1
## 51    0.1162005      109.1121         0.162 start       26           1
## 52    0.1162005      109.1121         0.162  mif1       26           1
## 53    0.1162005      109.1121         0.162 start       27           1
## 54    0.1162005      109.1121         0.162  mif1       27           1
## 55    0.1162005      109.1121         0.162 start       28           1
## 56    0.1162005      109.1121         0.162  mif1       28           1
## 57    0.1162005      109.1121         0.162 start       29           1
## 58    0.1162005      109.1121         0.162  mif1       29           1
## 59    0.1162005      109.1121         0.162 start       30           1
## 60    0.1162005      109.1121         0.162  mif1       30           1
## 61    0.1162005      109.1121         0.162 start       31           1
## 62    0.1162005      109.1121         0.162  mif1       31           1
## 63    0.1162005      109.1121         0.162 start       32           1
## 64    0.1162005      109.1121         0.162  mif1       32           1
## 65    0.1162005      109.1121         0.162 start       33           1
## 66    0.1162005      109.1121         0.162  mif1       33           1
## 67    0.1162005      109.1121         0.162 start       34           1
## 68    0.1162005      109.1121         0.162  mif1       34           1
## 69    0.1162005      109.1121         0.162 start       35           1
## 70    0.1162005      109.1121         0.162  mif1       35           1
## 71    0.1162005      109.1121         0.162 start       36           1
## 72    0.1162005      109.1121         0.162  mif1       36           1
## 73    0.1162005      109.1121         0.162 start       37           1
## 74    0.1162005      109.1121         0.162  mif1       37           1
## 75    0.1162005      109.1121         0.162 start       38           1
## 76    0.1162005      109.1121         0.162  mif1       38           1
## 77    0.1162005      109.1121         0.162 start       39           1
## 78    0.1162005      109.1121         0.162  mif1       39           1
## 79    0.1162005      109.1121         0.162 start       40           1
## 80    0.1162005      109.1121         0.162  mif1       40           1
## 81    0.1162005      109.1121         0.162 start       41           1
## 82    0.1162005      109.1121         0.162  mif1       41           1
## 83    0.1162005      109.1121         0.162 start       42           1
## 84    0.1162005      109.1121         0.162  mif1       42           1
## 85    0.1162005      109.1121         0.162 start       43           1
## 86    0.1162005      109.1121         0.162  mif1       43           1
## 87    0.1162005      109.1121         0.162 start       44           1
## 88    0.1162005      109.1121         0.162  mif1       44           1
## 89    0.1162005      109.1121         0.162 start       45           1
## 90    0.1162005      109.1121         0.162  mif1       45           1
## 91    0.1162005      109.1121         0.162 start       46           1
## 92    0.1162005      109.1121         0.162  mif1       46           1
## 93    0.1162005      109.1121         0.162 start       47           1
## 94    0.1162005      109.1121         0.162  mif1       47           1
## 95    0.1162005      109.1121         0.162 start       48           1
## 96    0.1162005      109.1121         0.162  mif1       48           1
## 97    0.1162005      109.1121         0.162 start       49           1
## 98    0.1162005      109.1121         0.162  mif1       49           1
## 99    0.1162005      109.1121         0.162 start       50           1
## 100   0.1162005      109.1121         0.162  mif1       50           1
## 101   0.1162005      109.1121         0.162 start        1           2
## 102   0.1162005      109.1121         0.162  mif1        1           2
## 103   0.1162005      109.1121         0.162 start        2           2
## 104   0.1162005      109.1121         0.162  mif1        2           2
## 105   0.1162005      109.1121         0.162 start        3           2
## 106   0.1162005      109.1121         0.162  mif1        3           2
## 107   0.1162005      109.1121         0.162 start        4           2
## 108   0.1162005      109.1121         0.162  mif1        4           2
## 109   0.1162005      109.1121         0.162 start        5           2
## 110   0.1162005      109.1121         0.162  mif1        5           2
## 111   0.1162005      109.1121         0.162 start        6           2
## 112   0.1162005      109.1121         0.162  mif1        6           2
## 113   0.1162005      109.1121         0.162 start        7           2
## 114   0.1162005      109.1121         0.162  mif1        7           2
## 115   0.1162005      109.1121         0.162 start        8           2
## 116   0.1162005      109.1121         0.162  mif1        8           2
## 117   0.1162005      109.1121         0.162 start        9           2
## 118   0.1162005      109.1121         0.162  mif1        9           2
## 119   0.1162005      109.1121         0.162 start       10           2
## 120   0.1162005      109.1121         0.162  mif1       10           2
## 121   0.1162005      109.1121         0.162 start       11           2
## 122   0.1162005      109.1121         0.162  mif1       11           2
## 123   0.1162005      109.1121         0.162 start       12           2
## 124   0.1162005      109.1121         0.162  mif1       12           2
## 125   0.1162005      109.1121         0.162 start       13           2
## 126   0.1162005      109.1121         0.162  mif1       13           2
## 127   0.1162005      109.1121         0.162 start       14           2
## 128   0.1162005      109.1121         0.162  mif1       14           2
## 129   0.1162005      109.1121         0.162 start       15           2
## 130   0.1162005      109.1121         0.162  mif1       15           2
## 131   0.1162005      109.1121         0.162 start       16           2
## 132   0.1162005      109.1121         0.162  mif1       16           2
## 133   0.1162005      109.1121         0.162 start       17           2
## 134   0.1162005      109.1121         0.162  mif1       17           2
## 135   0.1162005      109.1121         0.162 start       18           2
## 136   0.1162005      109.1121         0.162  mif1       18           2
## 137   0.1162005      109.1121         0.162 start       19           2
## 138   0.1162005      109.1121         0.162  mif1       19           2
## 139   0.1162005      109.1121         0.162 start       20           2
## 140   0.1162005      109.1121         0.162  mif1       20           2
## 141   0.1162005      109.1121         0.162 start       21           2
## 142   0.1162005      109.1121         0.162  mif1       21           2
## 143   0.1162005      109.1121         0.162 start       22           2
## 144   0.1162005      109.1121         0.162  mif1       22           2
## 145   0.1162005      109.1121         0.162 start       23           2
## 146   0.1162005      109.1121         0.162  mif1       23           2
## 147   0.1162005      109.1121         0.162 start       24           2
## 148   0.1162005      109.1121         0.162  mif1       24           2
## 149   0.1162005      109.1121         0.162 start       25           2
## 150   0.1162005      109.1121         0.162  mif1       25           2
## 151   0.1162005      109.1121         0.162 start       26           2
## 152   0.1162005      109.1121         0.162  mif1       26           2
## 153   0.1162005      109.1121         0.162 start       27           2
## 154   0.1162005      109.1121         0.162  mif1       27           2
## 155   0.1162005      109.1121         0.162 start       28           2
## 156   0.1162005      109.1121         0.162  mif1       28           2
## 157   0.1162005      109.1121         0.162 start       29           2
## 158   0.1162005      109.1121         0.162  mif1       29           2
## 159   0.1162005      109.1121         0.162 start       30           2
## 160   0.1162005      109.1121         0.162  mif1       30           2
## 161   0.1162005      109.1121         0.162 start       31           2
## 162   0.1162005      109.1121         0.162  mif1       31           2
## 163   0.1162005      109.1121         0.162 start       32           2
## 164   0.1162005      109.1121         0.162  mif1       32           2
## 165   0.1162005      109.1121         0.162 start       33           2
## 166   0.1162005      109.1121         0.162  mif1       33           2
## 167   0.1162005      109.1121         0.162 start       34           2
## 168   0.1162005      109.1121         0.162  mif1       34           2
## 169   0.1162005      109.1121         0.162 start       35           2
## 170   0.1162005      109.1121         0.162  mif1       35           2
## 171   0.1162005      109.1121         0.162 start       36           2
## 172   0.1162005      109.1121         0.162  mif1       36           2
## 173   0.1162005      109.1121         0.162 start       37           2
## 174   0.1162005      109.1121         0.162  mif1       37           2
## 175   0.1162005      109.1121         0.162 start       38           2
## 176   0.1162005      109.1121         0.162  mif1       38           2
## 177   0.1162005      109.1121         0.162 start       39           2
## 178   0.1162005      109.1121         0.162  mif1       39           2
## 179   0.1162005      109.1121         0.162 start       40           2
## 180   0.1162005      109.1121         0.162  mif1       40           2
## 181   0.1162005      109.1121         0.162 start       41           2
## 182   0.1162005      109.1121         0.162  mif1       41           2
## 183   0.1162005      109.1121         0.162 start       42           2
## 184   0.1162005      109.1121         0.162  mif1       42           2
## 185   0.1162005      109.1121         0.162 start       43           2
## 186   0.1162005      109.1121         0.162  mif1       43           2
## 187   0.1162005      109.1121         0.162 start       44           2
## 188   0.1162005      109.1121         0.162  mif1       44           2
## 189   0.1162005      109.1121         0.162 start       45           2
## 190   0.1162005      109.1121         0.162  mif1       45           2
## 191   0.1162005      109.1121         0.162 start       46           2
## 192   0.1162005      109.1121         0.162  mif1       46           2
## 193   0.1162005      109.1121         0.162 start       47           2
## 194   0.1162005      109.1121         0.162  mif1       47           2
## 195   0.1162005      109.1121         0.162 start       48           2
## 196   0.1162005      109.1121         0.162  mif1       48           2
## 197   0.1162005      109.1121         0.162 start       49           2
## 198   0.1162005      109.1121         0.162  mif1       49           2
## 199   0.1162005      109.1121         0.162 start       50           2
## 200   0.1162005      109.1121         0.162  mif1       50           2
## 201   0.1162005      109.1121         0.162 start        1           3
## 202   0.1162005      109.1121         0.162  mif1        1           3
## 203   0.1162005      109.1121         0.162 start        2           3
## 204   0.1162005      109.1121         0.162  mif1        2           3
## 205   0.1162005      109.1121         0.162 start        3           3
## 206   0.1162005      109.1121         0.162  mif1        3           3
## 207   0.1162005      109.1121         0.162 start        4           3
## 208   0.1162005      109.1121         0.162  mif1        4           3
## 209   0.1162005      109.1121         0.162 start        5           3
## 210   0.1162005      109.1121         0.162  mif1        5           3
## 211   0.1162005      109.1121         0.162 start        6           3
## 212   0.1162005      109.1121         0.162  mif1        6           3
## 213   0.1162005      109.1121         0.162 start        7           3
## 214   0.1162005      109.1121         0.162  mif1        7           3
## 215   0.1162005      109.1121         0.162 start        8           3
## 216   0.1162005      109.1121         0.162  mif1        8           3
## 217   0.1162005      109.1121         0.162 start        9           3
## 218   0.1162005      109.1121         0.162  mif1        9           3
## 219   0.1162005      109.1121         0.162 start       10           3
## 220   0.1162005      109.1121         0.162  mif1       10           3
## 221   0.1162005      109.1121         0.162 start       11           3
## 222   0.1162005      109.1121         0.162  mif1       11           3
## 223   0.1162005      109.1121         0.162 start       12           3
## 224   0.1162005      109.1121         0.162  mif1       12           3
## 225   0.1162005      109.1121         0.162 start       13           3
## 226   0.1162005      109.1121         0.162  mif1       13           3
## 227   0.1162005      109.1121         0.162 start       14           3
## 228   0.1162005      109.1121         0.162  mif1       14           3
## 229   0.1162005      109.1121         0.162 start       15           3
## 230   0.1162005      109.1121         0.162  mif1       15           3
## 231   0.1162005      109.1121         0.162 start       16           3
## 232   0.1162005      109.1121         0.162  mif1       16           3
## 233   0.1162005      109.1121         0.162 start       17           3
## 234   0.1162005      109.1121         0.162  mif1       17           3
## 235   0.1162005      109.1121         0.162 start       18           3
## 236   0.1162005      109.1121         0.162  mif1       18           3
## 237   0.1162005      109.1121         0.162 start       19           3
## 238   0.1162005      109.1121         0.162  mif1       19           3
## 239   0.1162005      109.1121         0.162 start       20           3
## 240   0.1162005      109.1121         0.162  mif1       20           3
## 241   0.1162005      109.1121         0.162 start       21           3
## 242   0.1162005      109.1121         0.162  mif1       21           3
## 243   0.1162005      109.1121         0.162 start       22           3
## 244   0.1162005      109.1121         0.162  mif1       22           3
## 245   0.1162005      109.1121         0.162 start       23           3
## 246   0.1162005      109.1121         0.162  mif1       23           3
## 247   0.1162005      109.1121         0.162 start       24           3
## 248   0.1162005      109.1121         0.162  mif1       24           3
## 249   0.1162005      109.1121         0.162 start       25           3
## 250   0.1162005      109.1121         0.162  mif1       25           3
## 251   0.1162005      109.1121         0.162 start       26           3
## 252   0.1162005      109.1121         0.162  mif1       26           3
## 253   0.1162005      109.1121         0.162 start       27           3
## 254   0.1162005      109.1121         0.162  mif1       27           3
## 255   0.1162005      109.1121         0.162 start       28           3
## 256   0.1162005      109.1121         0.162  mif1       28           3
## 257   0.1162005      109.1121         0.162 start       29           3
## 258   0.1162005      109.1121         0.162  mif1       29           3
## 259   0.1162005      109.1121         0.162 start       30           3
## 260   0.1162005      109.1121         0.162  mif1       30           3
## 261   0.1162005      109.1121         0.162 start       31           3
## 262   0.1162005      109.1121         0.162  mif1       31           3
## 263   0.1162005      109.1121         0.162 start       32           3
## 264   0.1162005      109.1121         0.162  mif1       32           3
## 265   0.1162005      109.1121         0.162 start       33           3
## 266   0.1162005      109.1121         0.162  mif1       33           3
## 267   0.1162005      109.1121         0.162 start       34           3
## 268   0.1162005      109.1121         0.162  mif1       34           3
## 269   0.1162005      109.1121         0.162 start       35           3
## 270   0.1162005      109.1121         0.162  mif1       35           3
## 271   0.1162005      109.1121         0.162 start       36           3
## 272   0.1162005      109.1121         0.162  mif1       36           3
## 273   0.1162005      109.1121         0.162 start       37           3
## 274   0.1162005      109.1121         0.162  mif1       37           3
## 275   0.1162005      109.1121         0.162 start       38           3
## 276   0.1162005      109.1121         0.162  mif1       38           3
## 277   0.1162005      109.1121         0.162 start       39           3
## 278   0.1162005      109.1121         0.162  mif1       39           3
## 279   0.1162005      109.1121         0.162 start       40           3
## 280   0.1162005      109.1121         0.162  mif1       40           3
## 281   0.1162005      109.1121         0.162 start       41           3
## 282   0.1162005      109.1121         0.162  mif1       41           3
## 283   0.1162005      109.1121         0.162 start       42           3
## 284   0.1162005      109.1121         0.162  mif1       42           3
## 285   0.1162005      109.1121         0.162 start       43           3
## 286   0.1162005      109.1121         0.162  mif1       43           3
## 287   0.1162005      109.1121         0.162 start       44           3
## 288   0.1162005      109.1121         0.162  mif1       44           3
## 289   0.1162005      109.1121         0.162 start       45           3
## 290   0.1162005      109.1121         0.162  mif1       45           3
## 291   0.1162005      109.1121         0.162 start       46           3
## 292   0.1162005      109.1121         0.162  mif1       46           3
## 293   0.1162005      109.1121         0.162 start       47           3
## 294   0.1162005      109.1121         0.162  mif1       47           3
## 295   0.1162005      109.1121         0.162 start       48           3
## 296   0.1162005      109.1121         0.162  mif1       48           3
## 297   0.1162005      109.1121         0.162 start       49           3
## 298   0.1162005      109.1121         0.162  mif1       49           3
## 299   0.1162005      109.1121         0.162 start       50           3
## 300   0.1162005      109.1121         0.162  mif1       50           3
## 301   0.1162005      109.1121         0.162 start        1           4
## 302   0.1162005      109.1121         0.162  mif1        1           4
## 303   0.1162005      109.1121         0.162 start        2           4
## 304   0.1162005      109.1121         0.162  mif1        2           4
## 305   0.1162005      109.1121         0.162 start        3           4
## 306   0.1162005      109.1121         0.162  mif1        3           4
## 307   0.1162005      109.1121         0.162 start        4           4
## 308   0.1162005      109.1121         0.162  mif1        4           4
## 309   0.1162005      109.1121         0.162 start        5           4
## 310   0.1162005      109.1121         0.162  mif1        5           4
## 311   0.1162005      109.1121         0.162 start        6           4
## 312   0.1162005      109.1121         0.162  mif1        6           4
## 313   0.1162005      109.1121         0.162 start        7           4
## 314   0.1162005      109.1121         0.162  mif1        7           4
## 315   0.1162005      109.1121         0.162 start        8           4
## 316   0.1162005      109.1121         0.162  mif1        8           4
## 317   0.1162005      109.1121         0.162 start        9           4
## 318   0.1162005      109.1121         0.162  mif1        9           4
## 319   0.1162005      109.1121         0.162 start       10           4
## 320   0.1162005      109.1121         0.162  mif1       10           4
## 321   0.1162005      109.1121         0.162 start       11           4
## 322   0.1162005      109.1121         0.162  mif1       11           4
## 323   0.1162005      109.1121         0.162 start       12           4
## 324   0.1162005      109.1121         0.162  mif1       12           4
## 325   0.1162005      109.1121         0.162 start       13           4
## 326   0.1162005      109.1121         0.162  mif1       13           4
## 327   0.1162005      109.1121         0.162 start       14           4
## 328   0.1162005      109.1121         0.162  mif1       14           4
## 329   0.1162005      109.1121         0.162 start       15           4
## 330   0.1162005      109.1121         0.162  mif1       15           4
## 331   0.1162005      109.1121         0.162 start       16           4
## 332   0.1162005      109.1121         0.162  mif1       16           4
## 333   0.1162005      109.1121         0.162 start       17           4
## 334   0.1162005      109.1121         0.162  mif1       17           4
## 335   0.1162005      109.1121         0.162 start       18           4
## 336   0.1162005      109.1121         0.162  mif1       18           4
## 337   0.1162005      109.1121         0.162 start       19           4
## 338   0.1162005      109.1121         0.162  mif1       19           4
## 339   0.1162005      109.1121         0.162 start       20           4
## 340   0.1162005      109.1121         0.162  mif1       20           4
## 341   0.1162005      109.1121         0.162 start       21           4
## 342   0.1162005      109.1121         0.162  mif1       21           4
## 343   0.1162005      109.1121         0.162 start       22           4
## 344   0.1162005      109.1121         0.162  mif1       22           4
## 345   0.1162005      109.1121         0.162 start       23           4
## 346   0.1162005      109.1121         0.162  mif1       23           4
## 347   0.1162005      109.1121         0.162 start       24           4
## 348   0.1162005      109.1121         0.162  mif1       24           4
## 349   0.1162005      109.1121         0.162 start       25           4
## 350   0.1162005      109.1121         0.162  mif1       25           4
## 351   0.1162005      109.1121         0.162 start       26           4
## 352   0.1162005      109.1121         0.162  mif1       26           4
## 353   0.1162005      109.1121         0.162 start       27           4
## 354   0.1162005      109.1121         0.162  mif1       27           4
## 355   0.1162005      109.1121         0.162 start       28           4
## 356   0.1162005      109.1121         0.162  mif1       28           4
## 357   0.1162005      109.1121         0.162 start       29           4
## 358   0.1162005      109.1121         0.162  mif1       29           4
## 359   0.1162005      109.1121         0.162 start       30           4
## 360   0.1162005      109.1121         0.162  mif1       30           4
## 361   0.1162005      109.1121         0.162 start       31           4
## 362   0.1162005      109.1121         0.162  mif1       31           4
## 363   0.1162005      109.1121         0.162 start       32           4
## 364   0.1162005      109.1121         0.162  mif1       32           4
## 365   0.1162005      109.1121         0.162 start       33           4
## 366   0.1162005      109.1121         0.162  mif1       33           4
## 367   0.1162005      109.1121         0.162 start       34           4
## 368   0.1162005      109.1121         0.162  mif1       34           4
## 369   0.1162005      109.1121         0.162 start       35           4
## 370   0.1162005      109.1121         0.162  mif1       35           4
## 371   0.1162005      109.1121         0.162 start       36           4
## 372   0.1162005      109.1121         0.162  mif1       36           4
## 373   0.1162005      109.1121         0.162 start       37           4
## 374   0.1162005      109.1121         0.162  mif1       37           4
## 375   0.1162005      109.1121         0.162 start       38           4
## 376   0.1162005      109.1121         0.162  mif1       38           4
## 377   0.1162005      109.1121         0.162 start       39           4
## 378   0.1162005      109.1121         0.162  mif1       39           4
## 379   0.1162005      109.1121         0.162 start       40           4
## 380   0.1162005      109.1121         0.162  mif1       40           4
## 381   0.1162005      109.1121         0.162 start       41           4
## 382   0.1162005      109.1121         0.162  mif1       41           4
## 383   0.1162005      109.1121         0.162 start       42           4
## 384   0.1162005      109.1121         0.162  mif1       42           4
## 385   0.1162005      109.1121         0.162 start       43           4
## 386   0.1162005      109.1121         0.162  mif1       43           4
## 387   0.1162005      109.1121         0.162 start       44           4
## 388   0.1162005      109.1121         0.162  mif1       44           4
## 389   0.1162005      109.1121         0.162 start       45           4
## 390   0.1162005      109.1121         0.162  mif1       45           4
## 391   0.1162005      109.1121         0.162 start       46           4
## 392   0.1162005      109.1121         0.162  mif1       46           4
## 393   0.1162005      109.1121         0.162 start       47           4
## 394   0.1162005      109.1121         0.162  mif1       47           4
## 395   0.1162005      109.1121         0.162 start       48           4
## 396   0.1162005      109.1121         0.162  mif1       48           4
## 397   0.1162005      109.1121         0.162 start       49           4
## 398   0.1162005      109.1121         0.162  mif1       49           4
## 399   0.1162005      109.1121         0.162 start       50           4
## 400   0.1162005      109.1121         0.162  mif1       50           4
## 401   0.1162005      109.1121         0.162 start        1           5
## 402   0.1162005      109.1121         0.162  mif1        1           5
## 403   0.1162005      109.1121         0.162 start        2           5
## 404   0.1162005      109.1121         0.162  mif1        2           5
## 405   0.1162005      109.1121         0.162 start        3           5
## 406   0.1162005      109.1121         0.162  mif1        3           5
## 407   0.1162005      109.1121         0.162 start        4           5
## 408   0.1162005      109.1121         0.162  mif1        4           5
## 409   0.1162005      109.1121         0.162 start        5           5
## 410   0.1162005      109.1121         0.162  mif1        5           5
## 411   0.1162005      109.1121         0.162 start        6           5
## 412   0.1162005      109.1121         0.162  mif1        6           5
## 413   0.1162005      109.1121         0.162 start        7           5
## 414   0.1162005      109.1121         0.162  mif1        7           5
## 415   0.1162005      109.1121         0.162 start        8           5
## 416   0.1162005      109.1121         0.162  mif1        8           5
## 417   0.1162005      109.1121         0.162 start        9           5
## 418   0.1162005      109.1121         0.162  mif1        9           5
## 419   0.1162005      109.1121         0.162 start       10           5
## 420   0.1162005      109.1121         0.162  mif1       10           5
## 421   0.1162005      109.1121         0.162 start       11           5
## 422   0.1162005      109.1121         0.162  mif1       11           5
## 423   0.1162005      109.1121         0.162 start       12           5
## 424   0.1162005      109.1121         0.162  mif1       12           5
## 425   0.1162005      109.1121         0.162 start       13           5
## 426   0.1162005      109.1121         0.162  mif1       13           5
## 427   0.1162005      109.1121         0.162 start       14           5
## 428   0.1162005      109.1121         0.162  mif1       14           5
## 429   0.1162005      109.1121         0.162 start       15           5
## 430   0.1162005      109.1121         0.162  mif1       15           5
## 431   0.1162005      109.1121         0.162 start       16           5
## 432   0.1162005      109.1121         0.162  mif1       16           5
## 433   0.1162005      109.1121         0.162 start       17           5
## 434   0.1162005      109.1121         0.162  mif1       17           5
## 435   0.1162005      109.1121         0.162 start       18           5
## 436   0.1162005      109.1121         0.162  mif1       18           5
## 437   0.1162005      109.1121         0.162 start       19           5
## 438   0.1162005      109.1121         0.162  mif1       19           5
## 439   0.1162005      109.1121         0.162 start       20           5
## 440   0.1162005      109.1121         0.162  mif1       20           5
## 441   0.1162005      109.1121         0.162 start       21           5
## 442   0.1162005      109.1121         0.162  mif1       21           5
## 443   0.1162005      109.1121         0.162 start       22           5
## 444   0.1162005      109.1121         0.162  mif1       22           5
## 445   0.1162005      109.1121         0.162 start       23           5
## 446   0.1162005      109.1121         0.162  mif1       23           5
## 447   0.1162005      109.1121         0.162 start       24           5
## 448   0.1162005      109.1121         0.162  mif1       24           5
## 449   0.1162005      109.1121         0.162 start       25           5
## 450   0.1162005      109.1121         0.162  mif1       25           5
## 451   0.1162005      109.1121         0.162 start       26           5
## 452   0.1162005      109.1121         0.162  mif1       26           5
## 453   0.1162005      109.1121         0.162 start       27           5
## 454   0.1162005      109.1121         0.162  mif1       27           5
## 455   0.1162005      109.1121         0.162 start       28           5
## 456   0.1162005      109.1121         0.162  mif1       28           5
## 457   0.1162005      109.1121         0.162 start       29           5
## 458   0.1162005      109.1121         0.162  mif1       29           5
## 459   0.1162005      109.1121         0.162 start       30           5
## 460   0.1162005      109.1121         0.162  mif1       30           5
## 461   0.1162005      109.1121         0.162 start       31           5
## 462   0.1162005      109.1121         0.162  mif1       31           5
## 463   0.1162005      109.1121         0.162 start       32           5
## 464   0.1162005      109.1121         0.162  mif1       32           5
## 465   0.1162005      109.1121         0.162 start       33           5
## 466   0.1162005      109.1121         0.162  mif1       33           5
## 467   0.1162005      109.1121         0.162 start       34           5
## 468   0.1162005      109.1121         0.162  mif1       34           5
## 469   0.1162005      109.1121         0.162 start       35           5
## 470   0.1162005      109.1121         0.162  mif1       35           5
## 471   0.1162005      109.1121         0.162 start       36           5
## 472   0.1162005      109.1121         0.162  mif1       36           5
## 473   0.1162005      109.1121         0.162 start       37           5
## 474   0.1162005      109.1121         0.162  mif1       37           5
## 475   0.1162005      109.1121         0.162 start       38           5
## 476   0.1162005      109.1121         0.162  mif1       38           5
## 477   0.1162005      109.1121         0.162 start       39           5
## 478   0.1162005      109.1121         0.162  mif1       39           5
## 479   0.1162005      109.1121         0.162 start       40           5
## 480   0.1162005      109.1121         0.162  mif1       40           5
## 481   0.1162005      109.1121         0.162 start       41           5
## 482   0.1162005      109.1121         0.162  mif1       41           5
## 483   0.1162005      109.1121         0.162 start       42           5
## 484   0.1162005      109.1121         0.162  mif1       42           5
## 485   0.1162005      109.1121         0.162 start       43           5
## 486   0.1162005      109.1121         0.162  mif1       43           5
## 487   0.1162005      109.1121         0.162 start       44           5
## 488   0.1162005      109.1121         0.162  mif1       44           5
## 489   0.1162005      109.1121         0.162 start       45           5
## 490   0.1162005      109.1121         0.162  mif1       45           5
## 491   0.1162005      109.1121         0.162 start       46           5
## 492   0.1162005      109.1121         0.162  mif1       46           5
## 493   0.1162005      109.1121         0.162 start       47           5
## 494   0.1162005      109.1121         0.162  mif1       47           5
## 495   0.1162005      109.1121         0.162 start       48           5
## 496   0.1162005      109.1121         0.162  mif1       48           5
## 497   0.1162005      109.1121         0.162 start       49           5
## 498   0.1162005      109.1121         0.162  mif1       49           5
## 499   0.1162005      109.1121         0.162 start       50           5
## 500   0.1162005      109.1121         0.162  mif1       50           5
## 501   0.1162005      109.1121         0.162 start        1           6
## 502   0.1162005      109.1121         0.162  mif1        1           6
## 503   0.1162005      109.1121         0.162 start        2           6
## 504   0.1162005      109.1121         0.162  mif1        2           6
## 505   0.1162005      109.1121         0.162 start        3           6
## 506   0.1162005      109.1121         0.162  mif1        3           6
## 507   0.1162005      109.1121         0.162 start        4           6
## 508   0.1162005      109.1121         0.162  mif1        4           6
## 509   0.1162005      109.1121         0.162 start        5           6
## 510   0.1162005      109.1121         0.162  mif1        5           6
## 511   0.1162005      109.1121         0.162 start        6           6
## 512   0.1162005      109.1121         0.162  mif1        6           6
## 513   0.1162005      109.1121         0.162 start        7           6
## 514   0.1162005      109.1121         0.162  mif1        7           6
## 515   0.1162005      109.1121         0.162 start        8           6
## 516   0.1162005      109.1121         0.162  mif1        8           6
## 517   0.1162005      109.1121         0.162 start        9           6
## 518   0.1162005      109.1121         0.162  mif1        9           6
## 519   0.1162005      109.1121         0.162 start       10           6
## 520   0.1162005      109.1121         0.162  mif1       10           6
## 521   0.1162005      109.1121         0.162 start       11           6
## 522   0.1162005      109.1121         0.162  mif1       11           6
## 523   0.1162005      109.1121         0.162 start       12           6
## 524   0.1162005      109.1121         0.162  mif1       12           6
## 525   0.1162005      109.1121         0.162 start       13           6
## 526   0.1162005      109.1121         0.162  mif1       13           6
## 527   0.1162005      109.1121         0.162 start       14           6
## 528   0.1162005      109.1121         0.162  mif1       14           6
## 529   0.1162005      109.1121         0.162 start       15           6
## 530   0.1162005      109.1121         0.162  mif1       15           6
## 531   0.1162005      109.1121         0.162 start       16           6
## 532   0.1162005      109.1121         0.162  mif1       16           6
## 533   0.1162005      109.1121         0.162 start       17           6
## 534   0.1162005      109.1121         0.162  mif1       17           6
## 535   0.1162005      109.1121         0.162 start       18           6
## 536   0.1162005      109.1121         0.162  mif1       18           6
## 537   0.1162005      109.1121         0.162 start       19           6
## 538   0.1162005      109.1121         0.162  mif1       19           6
## 539   0.1162005      109.1121         0.162 start       20           6
## 540   0.1162005      109.1121         0.162  mif1       20           6
## 541   0.1162005      109.1121         0.162 start       21           6
## 542   0.1162005      109.1121         0.162  mif1       21           6
## 543   0.1162005      109.1121         0.162 start       22           6
## 544   0.1162005      109.1121         0.162  mif1       22           6
## 545   0.1162005      109.1121         0.162 start       23           6
## 546   0.1162005      109.1121         0.162  mif1       23           6
## 547   0.1162005      109.1121         0.162 start       24           6
## 548   0.1162005      109.1121         0.162  mif1       24           6
## 549   0.1162005      109.1121         0.162 start       25           6
## 550   0.1162005      109.1121         0.162  mif1       25           6
## 551   0.1162005      109.1121         0.162 start       26           6
## 552   0.1162005      109.1121         0.162  mif1       26           6
## 553   0.1162005      109.1121         0.162 start       27           6
## 554   0.1162005      109.1121         0.162  mif1       27           6
## 555   0.1162005      109.1121         0.162 start       28           6
## 556   0.1162005      109.1121         0.162  mif1       28           6
## 557   0.1162005      109.1121         0.162 start       29           6
## 558   0.1162005      109.1121         0.162  mif1       29           6
## 559   0.1162005      109.1121         0.162 start       30           6
## 560   0.1162005      109.1121         0.162  mif1       30           6
## 561   0.1162005      109.1121         0.162 start       31           6
## 562   0.1162005      109.1121         0.162  mif1       31           6
## 563   0.1162005      109.1121         0.162 start       32           6
## 564   0.1162005      109.1121         0.162  mif1       32           6
## 565   0.1162005      109.1121         0.162 start       33           6
## 566   0.1162005      109.1121         0.162  mif1       33           6
## 567   0.1162005      109.1121         0.162 start       34           6
## 568   0.1162005      109.1121         0.162  mif1       34           6
## 569   0.1162005      109.1121         0.162 start       35           6
## 570   0.1162005      109.1121         0.162  mif1       35           6
## 571   0.1162005      109.1121         0.162 start       36           6
## 572   0.1162005      109.1121         0.162  mif1       36           6
## 573   0.1162005      109.1121         0.162 start       37           6
## 574   0.1162005      109.1121         0.162  mif1       37           6
## 575   0.1162005      109.1121         0.162 start       38           6
## 576   0.1162005      109.1121         0.162  mif1       38           6
## 577   0.1162005      109.1121         0.162 start       39           6
## 578   0.1162005      109.1121         0.162  mif1       39           6
## 579   0.1162005      109.1121         0.162 start       40           6
## 580   0.1162005      109.1121         0.162  mif1       40           6
## 581   0.1162005      109.1121         0.162 start       41           6
## 582   0.1162005      109.1121         0.162  mif1       41           6
## 583   0.1162005      109.1121         0.162 start       42           6
## 584   0.1162005      109.1121         0.162  mif1       42           6
## 585   0.1162005      109.1121         0.162 start       43           6
## 586   0.1162005      109.1121         0.162  mif1       43           6
## 587   0.1162005      109.1121         0.162 start       44           6
## 588   0.1162005      109.1121         0.162  mif1       44           6
## 589   0.1162005      109.1121         0.162 start       45           6
## 590   0.1162005      109.1121         0.162  mif1       45           6
## 591   0.1162005      109.1121         0.162 start       46           6
## 592   0.1162005      109.1121         0.162  mif1       46           6
## 593   0.1162005      109.1121         0.162 start       47           6
## 594   0.1162005      109.1121         0.162  mif1       47           6
## 595   0.1162005      109.1121         0.162 start       48           6
## 596   0.1162005      109.1121         0.162  mif1       48           6
## 597   0.1162005      109.1121         0.162 start       49           6
## 598   0.1162005      109.1121         0.162  mif1       49           6
## 599   0.1162005      109.1121         0.162 start       50           6
## 600   0.1162005      109.1121         0.162  mif1       50           6
## 601   0.1162005      109.1121         0.162 start        1           7
## 602   0.1162005      109.1121         0.162  mif1        1           7
## 603   0.1162005      109.1121         0.162 start        2           7
## 604   0.1162005      109.1121         0.162  mif1        2           7
## 605   0.1162005      109.1121         0.162 start        3           7
## 606   0.1162005      109.1121         0.162  mif1        3           7
## 607   0.1162005      109.1121         0.162 start        4           7
## 608   0.1162005      109.1121         0.162  mif1        4           7
## 609   0.1162005      109.1121         0.162 start        5           7
## 610   0.1162005      109.1121         0.162  mif1        5           7
## 611   0.1162005      109.1121         0.162 start        6           7
## 612   0.1162005      109.1121         0.162  mif1        6           7
## 613   0.1162005      109.1121         0.162 start        7           7
## 614   0.1162005      109.1121         0.162  mif1        7           7
## 615   0.1162005      109.1121         0.162 start        8           7
## 616   0.1162005      109.1121         0.162  mif1        8           7
## 617   0.1162005      109.1121         0.162 start        9           7
## 618   0.1162005      109.1121         0.162  mif1        9           7
## 619   0.1162005      109.1121         0.162 start       10           7
## 620   0.1162005      109.1121         0.162  mif1       10           7
## 621   0.1162005      109.1121         0.162 start       11           7
## 622   0.1162005      109.1121         0.162  mif1       11           7
## 623   0.1162005      109.1121         0.162 start       12           7
## 624   0.1162005      109.1121         0.162  mif1       12           7
## 625   0.1162005      109.1121         0.162 start       13           7
## 626   0.1162005      109.1121         0.162  mif1       13           7
## 627   0.1162005      109.1121         0.162 start       14           7
## 628   0.1162005      109.1121         0.162  mif1       14           7
## 629   0.1162005      109.1121         0.162 start       15           7
## 630   0.1162005      109.1121         0.162  mif1       15           7
## 631   0.1162005      109.1121         0.162 start       16           7
## 632   0.1162005      109.1121         0.162  mif1       16           7
## 633   0.1162005      109.1121         0.162 start       17           7
## 634   0.1162005      109.1121         0.162  mif1       17           7
## 635   0.1162005      109.1121         0.162 start       18           7
## 636   0.1162005      109.1121         0.162  mif1       18           7
## 637   0.1162005      109.1121         0.162 start       19           7
## 638   0.1162005      109.1121         0.162  mif1       19           7
## 639   0.1162005      109.1121         0.162 start       20           7
## 640   0.1162005      109.1121         0.162  mif1       20           7
## 641   0.1162005      109.1121         0.162 start       21           7
## 642   0.1162005      109.1121         0.162  mif1       21           7
## 643   0.1162005      109.1121         0.162 start       22           7
## 644   0.1162005      109.1121         0.162  mif1       22           7
## 645   0.1162005      109.1121         0.162 start       23           7
## 646   0.1162005      109.1121         0.162  mif1       23           7
## 647   0.1162005      109.1121         0.162 start       24           7
## 648   0.1162005      109.1121         0.162  mif1       24           7
## 649   0.1162005      109.1121         0.162 start       25           7
## 650   0.1162005      109.1121         0.162  mif1       25           7
## 651   0.1162005      109.1121         0.162 start       26           7
## 652   0.1162005      109.1121         0.162  mif1       26           7
## 653   0.1162005      109.1121         0.162 start       27           7
## 654   0.1162005      109.1121         0.162  mif1       27           7
## 655   0.1162005      109.1121         0.162 start       28           7
## 656   0.1162005      109.1121         0.162  mif1       28           7
## 657   0.1162005      109.1121         0.162 start       29           7
## 658   0.1162005      109.1121         0.162  mif1       29           7
## 659   0.1162005      109.1121         0.162 start       30           7
## 660   0.1162005      109.1121         0.162  mif1       30           7
## 661   0.1162005      109.1121         0.162 start       31           7
## 662   0.1162005      109.1121         0.162  mif1       31           7
## 663   0.1162005      109.1121         0.162 start       32           7
## 664   0.1162005      109.1121         0.162  mif1       32           7
## 665   0.1162005      109.1121         0.162 start       33           7
## 666   0.1162005      109.1121         0.162  mif1       33           7
## 667   0.1162005      109.1121         0.162 start       34           7
## 668   0.1162005      109.1121         0.162  mif1       34           7
## 669   0.1162005      109.1121         0.162 start       35           7
## 670   0.1162005      109.1121         0.162  mif1       35           7
## 671   0.1162005      109.1121         0.162 start       36           7
## 672   0.1162005      109.1121         0.162  mif1       36           7
## 673   0.1162005      109.1121         0.162 start       37           7
## 674   0.1162005      109.1121         0.162  mif1       37           7
## 675   0.1162005      109.1121         0.162 start       38           7
## 676   0.1162005      109.1121         0.162  mif1       38           7
## 677   0.1162005      109.1121         0.162 start       39           7
## 678   0.1162005      109.1121         0.162  mif1       39           7
## 679   0.1162005      109.1121         0.162 start       40           7
## 680   0.1162005      109.1121         0.162  mif1       40           7
## 681   0.1162005      109.1121         0.162 start       41           7
## 682   0.1162005      109.1121         0.162  mif1       41           7
## 683   0.1162005      109.1121         0.162 start       42           7
## 684   0.1162005      109.1121         0.162  mif1       42           7
## 685   0.1162005      109.1121         0.162 start       43           7
## 686   0.1162005      109.1121         0.162  mif1       43           7
## 687   0.1162005      109.1121         0.162 start       44           7
## 688   0.1162005      109.1121         0.162  mif1       44           7
## 689   0.1162005      109.1121         0.162 start       45           7
## 690   0.1162005      109.1121         0.162  mif1       45           7
## 691   0.1162005      109.1121         0.162 start       46           7
## 692   0.1162005      109.1121         0.162  mif1       46           7
## 693   0.1162005      109.1121         0.162 start       47           7
## 694   0.1162005      109.1121         0.162  mif1       47           7
## 695   0.1162005      109.1121         0.162 start       48           7
## 696   0.1162005      109.1121         0.162  mif1       48           7
## 697   0.1162005      109.1121         0.162 start       49           7
## 698   0.1162005      109.1121         0.162  mif1       49           7
## 699   0.1162005      109.1121         0.162 start       50           7
## 700   0.1162005      109.1121         0.162  mif1       50           7
## 701   0.1162005      109.1121         0.162 start        1           8
## 702   0.1162005      109.1121         0.162  mif1        1           8
## 703   0.1162005      109.1121         0.162 start        2           8
## 704   0.1162005      109.1121         0.162  mif1        2           8
## 705   0.1162005      109.1121         0.162 start        3           8
## 706   0.1162005      109.1121         0.162  mif1        3           8
## 707   0.1162005      109.1121         0.162 start        4           8
## 708   0.1162005      109.1121         0.162  mif1        4           8
## 709   0.1162005      109.1121         0.162 start        5           8
## 710   0.1162005      109.1121         0.162  mif1        5           8
## 711   0.1162005      109.1121         0.162 start        6           8
## 712   0.1162005      109.1121         0.162  mif1        6           8
## 713   0.1162005      109.1121         0.162 start        7           8
## 714   0.1162005      109.1121         0.162  mif1        7           8
## 715   0.1162005      109.1121         0.162 start        8           8
## 716   0.1162005      109.1121         0.162  mif1        8           8
## 717   0.1162005      109.1121         0.162 start        9           8
## 718   0.1162005      109.1121         0.162  mif1        9           8
## 719   0.1162005      109.1121         0.162 start       10           8
## 720   0.1162005      109.1121         0.162  mif1       10           8
## 721   0.1162005      109.1121         0.162 start       11           8
## 722   0.1162005      109.1121         0.162  mif1       11           8
## 723   0.1162005      109.1121         0.162 start       12           8
## 724   0.1162005      109.1121         0.162  mif1       12           8
## 725   0.1162005      109.1121         0.162 start       13           8
## 726   0.1162005      109.1121         0.162  mif1       13           8
## 727   0.1162005      109.1121         0.162 start       14           8
## 728   0.1162005      109.1121         0.162  mif1       14           8
## 729   0.1162005      109.1121         0.162 start       15           8
## 730   0.1162005      109.1121         0.162  mif1       15           8
## 731   0.1162005      109.1121         0.162 start       16           8
## 732   0.1162005      109.1121         0.162  mif1       16           8
## 733   0.1162005      109.1121         0.162 start       17           8
## 734   0.1162005      109.1121         0.162  mif1       17           8
## 735   0.1162005      109.1121         0.162 start       18           8
## 736   0.1162005      109.1121         0.162  mif1       18           8
## 737   0.1162005      109.1121         0.162 start       19           8
## 738   0.1162005      109.1121         0.162  mif1       19           8
## 739   0.1162005      109.1121         0.162 start       20           8
## 740   0.1162005      109.1121         0.162  mif1       20           8
## 741   0.1162005      109.1121         0.162 start       21           8
## 742   0.1162005      109.1121         0.162  mif1       21           8
## 743   0.1162005      109.1121         0.162 start       22           8
## 744   0.1162005      109.1121         0.162  mif1       22           8
## 745   0.1162005      109.1121         0.162 start       23           8
## 746   0.1162005      109.1121         0.162  mif1       23           8
## 747   0.1162005      109.1121         0.162 start       24           8
## 748   0.1162005      109.1121         0.162  mif1       24           8
## 749   0.1162005      109.1121         0.162 start       25           8
## 750   0.1162005      109.1121         0.162  mif1       25           8
## 751   0.1162005      109.1121         0.162 start       26           8
## 752   0.1162005      109.1121         0.162  mif1       26           8
## 753   0.1162005      109.1121         0.162 start       27           8
## 754   0.1162005      109.1121         0.162  mif1       27           8
## 755   0.1162005      109.1121         0.162 start       28           8
## 756   0.1162005      109.1121         0.162  mif1       28           8
## 757   0.1162005      109.1121         0.162 start       29           8
## 758   0.1162005      109.1121         0.162  mif1       29           8
## 759   0.1162005      109.1121         0.162 start       30           8
## 760   0.1162005      109.1121         0.162  mif1       30           8
## 761   0.1162005      109.1121         0.162 start       31           8
## 762   0.1162005      109.1121         0.162  mif1       31           8
## 763   0.1162005      109.1121         0.162 start       32           8
## 764   0.1162005      109.1121         0.162  mif1       32           8
## 765   0.1162005      109.1121         0.162 start       33           8
## 766   0.1162005      109.1121         0.162  mif1       33           8
## 767   0.1162005      109.1121         0.162 start       34           8
## 768   0.1162005      109.1121         0.162  mif1       34           8
## 769   0.1162005      109.1121         0.162 start       35           8
## 770   0.1162005      109.1121         0.162  mif1       35           8
## 771   0.1162005      109.1121         0.162 start       36           8
## 772   0.1162005      109.1121         0.162  mif1       36           8
## 773   0.1162005      109.1121         0.162 start       37           8
## 774   0.1162005      109.1121         0.162  mif1       37           8
## 775   0.1162005      109.1121         0.162 start       38           8
## 776   0.1162005      109.1121         0.162  mif1       38           8
## 777   0.1162005      109.1121         0.162 start       39           8
## 778   0.1162005      109.1121         0.162  mif1       39           8
## 779   0.1162005      109.1121         0.162 start       40           8
## 780   0.1162005      109.1121         0.162  mif1       40           8
## 781   0.1162005      109.1121         0.162 start       41           8
## 782   0.1162005      109.1121         0.162  mif1       41           8
## 783   0.1162005      109.1121         0.162 start       42           8
## 784   0.1162005      109.1121         0.162  mif1       42           8
## 785   0.1162005      109.1121         0.162 start       43           8
## 786   0.1162005      109.1121         0.162  mif1       43           8
## 787   0.1162005      109.1121         0.162 start       44           8
## 788   0.1162005      109.1121         0.162  mif1       44           8
## 789   0.1162005      109.1121         0.162 start       45           8
## 790   0.1162005      109.1121         0.162  mif1       45           8
## 791   0.1162005      109.1121         0.162 start       46           8
## 792   0.1162005      109.1121         0.162  mif1       46           8
## 793   0.1162005      109.1121         0.162 start       47           8
## 794   0.1162005      109.1121         0.162  mif1       47           8
## 795   0.1162005      109.1121         0.162 start       48           8
## 796   0.1162005      109.1121         0.162  mif1       48           8
## 797   0.1162005      109.1121         0.162 start       49           8
## 798   0.1162005      109.1121         0.162  mif1       49           8
## 799   0.1162005      109.1121         0.162 start       50           8
## 800   0.1162005      109.1121         0.162  mif1       50           8
## 801   0.1162005      109.1121         0.162 start        1           9
## 802   0.1162005      109.1121         0.162  mif1        1           9
## 803   0.1162005      109.1121         0.162 start        2           9
## 804   0.1162005      109.1121         0.162  mif1        2           9
## 805   0.1162005      109.1121         0.162 start        3           9
## 806   0.1162005      109.1121         0.162  mif1        3           9
## 807   0.1162005      109.1121         0.162 start        4           9
## 808   0.1162005      109.1121         0.162  mif1        4           9
## 809   0.1162005      109.1121         0.162 start        5           9
## 810   0.1162005      109.1121         0.162  mif1        5           9
## 811   0.1162005      109.1121         0.162 start        6           9
## 812   0.1162005      109.1121         0.162  mif1        6           9
## 813   0.1162005      109.1121         0.162 start        7           9
## 814   0.1162005      109.1121         0.162  mif1        7           9
## 815   0.1162005      109.1121         0.162 start        8           9
## 816   0.1162005      109.1121         0.162  mif1        8           9
## 817   0.1162005      109.1121         0.162 start        9           9
## 818   0.1162005      109.1121         0.162  mif1        9           9
## 819   0.1162005      109.1121         0.162 start       10           9
## 820   0.1162005      109.1121         0.162  mif1       10           9
## 821   0.1162005      109.1121         0.162 start       11           9
## 822   0.1162005      109.1121         0.162  mif1       11           9
## 823   0.1162005      109.1121         0.162 start       12           9
## 824   0.1162005      109.1121         0.162  mif1       12           9
## 825   0.1162005      109.1121         0.162 start       13           9
## 826   0.1162005      109.1121         0.162  mif1       13           9
## 827   0.1162005      109.1121         0.162 start       14           9
## 828   0.1162005      109.1121         0.162  mif1       14           9
## 829   0.1162005      109.1121         0.162 start       15           9
## 830   0.1162005      109.1121         0.162  mif1       15           9
## 831   0.1162005      109.1121         0.162 start       16           9
## 832   0.1162005      109.1121         0.162  mif1       16           9
## 833   0.1162005      109.1121         0.162 start       17           9
## 834   0.1162005      109.1121         0.162  mif1       17           9
## 835   0.1162005      109.1121         0.162 start       18           9
## 836   0.1162005      109.1121         0.162  mif1       18           9
## 837   0.1162005      109.1121         0.162 start       19           9
## 838   0.1162005      109.1121         0.162  mif1       19           9
## 839   0.1162005      109.1121         0.162 start       20           9
## 840   0.1162005      109.1121         0.162  mif1       20           9
## 841   0.1162005      109.1121         0.162 start       21           9
## 842   0.1162005      109.1121         0.162  mif1       21           9
## 843   0.1162005      109.1121         0.162 start       22           9
## 844   0.1162005      109.1121         0.162  mif1       22           9
## 845   0.1162005      109.1121         0.162 start       23           9
## 846   0.1162005      109.1121         0.162  mif1       23           9
## 847   0.1162005      109.1121         0.162 start       24           9
## 848   0.1162005      109.1121         0.162  mif1       24           9
## 849   0.1162005      109.1121         0.162 start       25           9
## 850   0.1162005      109.1121         0.162  mif1       25           9
## 851   0.1162005      109.1121         0.162 start       26           9
## 852   0.1162005      109.1121         0.162  mif1       26           9
## 853   0.1162005      109.1121         0.162 start       27           9
## 854   0.1162005      109.1121         0.162  mif1       27           9
## 855   0.1162005      109.1121         0.162 start       28           9
## 856   0.1162005      109.1121         0.162  mif1       28           9
## 857   0.1162005      109.1121         0.162 start       29           9
## 858   0.1162005      109.1121         0.162  mif1       29           9
## 859   0.1162005      109.1121         0.162 start       30           9
## 860   0.1162005      109.1121         0.162  mif1       30           9
## 861   0.1162005      109.1121         0.162 start       31           9
## 862   0.1162005      109.1121         0.162  mif1       31           9
## 863   0.1162005      109.1121         0.162 start       32           9
## 864   0.1162005      109.1121         0.162  mif1       32           9
## 865   0.1162005      109.1121         0.162 start       33           9
## 866   0.1162005      109.1121         0.162  mif1       33           9
## 867   0.1162005      109.1121         0.162 start       34           9
## 868   0.1162005      109.1121         0.162  mif1       34           9
## 869   0.1162005      109.1121         0.162 start       35           9
## 870   0.1162005      109.1121         0.162  mif1       35           9
## 871   0.1162005      109.1121         0.162 start       36           9
## 872   0.1162005      109.1121         0.162  mif1       36           9
## 873   0.1162005      109.1121         0.162 start       37           9
## 874   0.1162005      109.1121         0.162  mif1       37           9
## 875   0.1162005      109.1121         0.162 start       38           9
## 876   0.1162005      109.1121         0.162  mif1       38           9
## 877   0.1162005      109.1121         0.162 start       39           9
## 878   0.1162005      109.1121         0.162  mif1       39           9
## 879   0.1162005      109.1121         0.162 start       40           9
## 880   0.1162005      109.1121         0.162  mif1       40           9
## 881   0.1162005      109.1121         0.162 start       41           9
## 882   0.1162005      109.1121         0.162  mif1       41           9
## 883   0.1162005      109.1121         0.162 start       42           9
## 884   0.1162005      109.1121         0.162  mif1       42           9
## 885   0.1162005      109.1121         0.162 start       43           9
## 886   0.1162005      109.1121         0.162  mif1       43           9
## 887   0.1162005      109.1121         0.162 start       44           9
## 888   0.1162005      109.1121         0.162  mif1       44           9
## 889   0.1162005      109.1121         0.162 start       45           9
## 890   0.1162005      109.1121         0.162  mif1       45           9
## 891   0.1162005      109.1121         0.162 start       46           9
## 892   0.1162005      109.1121         0.162  mif1       46           9
## 893   0.1162005      109.1121         0.162 start       47           9
## 894   0.1162005      109.1121         0.162  mif1       47           9
## 895   0.1162005      109.1121         0.162 start       48           9
## 896   0.1162005      109.1121         0.162  mif1       48           9
## 897   0.1162005      109.1121         0.162 start       49           9
## 898   0.1162005      109.1121         0.162  mif1       49           9
## 899   0.1162005      109.1121         0.162 start       50           9
## 900   0.1162005      109.1121         0.162  mif1       50           9
## 901   0.1162005      109.1121         0.162 start        1          10
## 902   0.1162005      109.1121         0.162  mif1        1          10
## 903   0.1162005      109.1121         0.162 start        2          10
## 904   0.1162005      109.1121         0.162  mif1        2          10
## 905   0.1162005      109.1121         0.162 start        3          10
## 906   0.1162005      109.1121         0.162  mif1        3          10
## 907   0.1162005      109.1121         0.162 start        4          10
## 908   0.1162005      109.1121         0.162  mif1        4          10
## 909   0.1162005      109.1121         0.162 start        5          10
## 910   0.1162005      109.1121         0.162  mif1        5          10
## 911   0.1162005      109.1121         0.162 start        6          10
## 912   0.1162005      109.1121         0.162  mif1        6          10
## 913   0.1162005      109.1121         0.162 start        7          10
## 914   0.1162005      109.1121         0.162  mif1        7          10
## 915   0.1162005      109.1121         0.162 start        8          10
## 916   0.1162005      109.1121         0.162  mif1        8          10
## 917   0.1162005      109.1121         0.162 start        9          10
## 918   0.1162005      109.1121         0.162  mif1        9          10
## 919   0.1162005      109.1121         0.162 start       10          10
## 920   0.1162005      109.1121         0.162  mif1       10          10
## 921   0.1162005      109.1121         0.162 start       11          10
## 922   0.1162005      109.1121         0.162  mif1       11          10
## 923   0.1162005      109.1121         0.162 start       12          10
## 924   0.1162005      109.1121         0.162  mif1       12          10
## 925   0.1162005      109.1121         0.162 start       13          10
## 926   0.1162005      109.1121         0.162  mif1       13          10
## 927   0.1162005      109.1121         0.162 start       14          10
## 928   0.1162005      109.1121         0.162  mif1       14          10
## 929   0.1162005      109.1121         0.162 start       15          10
## 930   0.1162005      109.1121         0.162  mif1       15          10
## 931   0.1162005      109.1121         0.162 start       16          10
## 932   0.1162005      109.1121         0.162  mif1       16          10
## 933   0.1162005      109.1121         0.162 start       17          10
## 934   0.1162005      109.1121         0.162  mif1       17          10
## 935   0.1162005      109.1121         0.162 start       18          10
## 936   0.1162005      109.1121         0.162  mif1       18          10
## 937   0.1162005      109.1121         0.162 start       19          10
## 938   0.1162005      109.1121         0.162  mif1       19          10
## 939   0.1162005      109.1121         0.162 start       20          10
## 940   0.1162005      109.1121         0.162  mif1       20          10
## 941   0.1162005      109.1121         0.162 start       21          10
## 942   0.1162005      109.1121         0.162  mif1       21          10
## 943   0.1162005      109.1121         0.162 start       22          10
## 944   0.1162005      109.1121         0.162  mif1       22          10
## 945   0.1162005      109.1121         0.162 start       23          10
## 946   0.1162005      109.1121         0.162  mif1       23          10
## 947   0.1162005      109.1121         0.162 start       24          10
## 948   0.1162005      109.1121         0.162  mif1       24          10
## 949   0.1162005      109.1121         0.162 start       25          10
## 950   0.1162005      109.1121         0.162  mif1       25          10
## 951   0.1162005      109.1121         0.162 start       26          10
## 952   0.1162005      109.1121         0.162  mif1       26          10
## 953   0.1162005      109.1121         0.162 start       27          10
## 954   0.1162005      109.1121         0.162  mif1       27          10
## 955   0.1162005      109.1121         0.162 start       28          10
## 956   0.1162005      109.1121         0.162  mif1       28          10
## 957   0.1162005      109.1121         0.162 start       29          10
## 958   0.1162005      109.1121         0.162  mif1       29          10
## 959   0.1162005      109.1121         0.162 start       30          10
## 960   0.1162005      109.1121         0.162  mif1       30          10
## 961   0.1162005      109.1121         0.162 start       31          10
## 962   0.1162005      109.1121         0.162  mif1       31          10
## 963   0.1162005      109.1121         0.162 start       32          10
## 964   0.1162005      109.1121         0.162  mif1       32          10
## 965   0.1162005      109.1121         0.162 start       33          10
## 966   0.1162005      109.1121         0.162  mif1       33          10
## 967   0.1162005      109.1121         0.162 start       34          10
## 968   0.1162005      109.1121         0.162  mif1       34          10
## 969   0.1162005      109.1121         0.162 start       35          10
## 970   0.1162005      109.1121         0.162  mif1       35          10
## 971   0.1162005      109.1121         0.162 start       36          10
## 972   0.1162005      109.1121         0.162  mif1       36          10
## 973   0.1162005      109.1121         0.162 start       37          10
## 974   0.1162005      109.1121         0.162  mif1       37          10
## 975   0.1162005      109.1121         0.162 start       38          10
## 976   0.1162005      109.1121         0.162  mif1       38          10
## 977   0.1162005      109.1121         0.162 start       39          10
## 978   0.1162005      109.1121         0.162  mif1       39          10
## 979   0.1162005      109.1121         0.162 start       40          10
## 980   0.1162005      109.1121         0.162  mif1       40          10
## 981   0.1162005      109.1121         0.162 start       41          10
## 982   0.1162005      109.1121         0.162  mif1       41          10
## 983   0.1162005      109.1121         0.162 start       42          10
## 984   0.1162005      109.1121         0.162  mif1       42          10
## 985   0.1162005      109.1121         0.162 start       43          10
## 986   0.1162005      109.1121         0.162  mif1       43          10
## 987   0.1162005      109.1121         0.162 start       44          10
## 988   0.1162005      109.1121         0.162  mif1       44          10
## 989   0.1162005      109.1121         0.162 start       45          10
## 990   0.1162005      109.1121         0.162  mif1       45          10
## 991   0.1162005      109.1121         0.162 start       46          10
## 992   0.1162005      109.1121         0.162  mif1       46          10
## 993   0.1162005      109.1121         0.162 start       47          10
## 994   0.1162005      109.1121         0.162  mif1       47          10
## 995   0.1162005      109.1121         0.162 start       48          10
## 996   0.1162005      109.1121         0.162  mif1       48          10
## 997   0.1162005      109.1121         0.162 start       49          10
## 998   0.1162005      109.1121         0.162  mif1       49          10
## 999   0.1162005      109.1121         0.162 start       50          10
## 1000  0.1162005      109.1121         0.162  mif1       50          10
## 1001  0.1162005      109.1121         0.162 start        1          11
## 1002  0.1162005      109.1121         0.162  mif1        1          11
## 1003  0.1162005      109.1121         0.162 start        2          11
## 1004  0.1162005      109.1121         0.162  mif1        2          11
## 1005  0.1162005      109.1121         0.162 start        3          11
## 1006  0.1162005      109.1121         0.162  mif1        3          11
## 1007  0.1162005      109.1121         0.162 start        4          11
## 1008  0.1162005      109.1121         0.162  mif1        4          11
## 1009  0.1162005      109.1121         0.162 start        5          11
## 1010  0.1162005      109.1121         0.162  mif1        5          11
## 1011  0.1162005      109.1121         0.162 start        6          11
## 1012  0.1162005      109.1121         0.162  mif1        6          11
## 1013  0.1162005      109.1121         0.162 start        7          11
## 1014  0.1162005      109.1121         0.162  mif1        7          11
## 1015  0.1162005      109.1121         0.162 start        8          11
## 1016  0.1162005      109.1121         0.162  mif1        8          11
## 1017  0.1162005      109.1121         0.162 start        9          11
## 1018  0.1162005      109.1121         0.162  mif1        9          11
## 1019  0.1162005      109.1121         0.162 start       10          11
## 1020  0.1162005      109.1121         0.162  mif1       10          11
## 1021  0.1162005      109.1121         0.162 start       11          11
## 1022  0.1162005      109.1121         0.162  mif1       11          11
## 1023  0.1162005      109.1121         0.162 start       12          11
## 1024  0.1162005      109.1121         0.162  mif1       12          11
## 1025  0.1162005      109.1121         0.162 start       13          11
## 1026  0.1162005      109.1121         0.162  mif1       13          11
## 1027  0.1162005      109.1121         0.162 start       14          11
## 1028  0.1162005      109.1121         0.162  mif1       14          11
## 1029  0.1162005      109.1121         0.162 start       15          11
## 1030  0.1162005      109.1121         0.162  mif1       15          11
## 1031  0.1162005      109.1121         0.162 start       16          11
## 1032  0.1162005      109.1121         0.162  mif1       16          11
## 1033  0.1162005      109.1121         0.162 start       17          11
## 1034  0.1162005      109.1121         0.162  mif1       17          11
## 1035  0.1162005      109.1121         0.162 start       18          11
## 1036  0.1162005      109.1121         0.162  mif1       18          11
## 1037  0.1162005      109.1121         0.162 start       19          11
## 1038  0.1162005      109.1121         0.162  mif1       19          11
## 1039  0.1162005      109.1121         0.162 start       20          11
## 1040  0.1162005      109.1121         0.162  mif1       20          11
## 1041  0.1162005      109.1121         0.162 start       21          11
## 1042  0.1162005      109.1121         0.162  mif1       21          11
## 1043  0.1162005      109.1121         0.162 start       22          11
## 1044  0.1162005      109.1121         0.162  mif1       22          11
## 1045  0.1162005      109.1121         0.162 start       23          11
## 1046  0.1162005      109.1121         0.162  mif1       23          11
## 1047  0.1162005      109.1121         0.162 start       24          11
## 1048  0.1162005      109.1121         0.162  mif1       24          11
## 1049  0.1162005      109.1121         0.162 start       25          11
## 1050  0.1162005      109.1121         0.162  mif1       25          11
## 1051  0.1162005      109.1121         0.162 start       26          11
## 1052  0.1162005      109.1121         0.162  mif1       26          11
## 1053  0.1162005      109.1121         0.162 start       27          11
## 1054  0.1162005      109.1121         0.162  mif1       27          11
## 1055  0.1162005      109.1121         0.162 start       28          11
## 1056  0.1162005      109.1121         0.162  mif1       28          11
## 1057  0.1162005      109.1121         0.162 start       29          11
## 1058  0.1162005      109.1121         0.162  mif1       29          11
## 1059  0.1162005      109.1121         0.162 start       30          11
## 1060  0.1162005      109.1121         0.162  mif1       30          11
## 1061  0.1162005      109.1121         0.162 start       31          11
## 1062  0.1162005      109.1121         0.162  mif1       31          11
## 1063  0.1162005      109.1121         0.162 start       32          11
## 1064  0.1162005      109.1121         0.162  mif1       32          11
## 1065  0.1162005      109.1121         0.162 start       33          11
## 1066  0.1162005      109.1121         0.162  mif1       33          11
## 1067  0.1162005      109.1121         0.162 start       34          11
## 1068  0.1162005      109.1121         0.162  mif1       34          11
## 1069  0.1162005      109.1121         0.162 start       35          11
## 1070  0.1162005      109.1121         0.162  mif1       35          11
## 1071  0.1162005      109.1121         0.162 start       36          11
## 1072  0.1162005      109.1121         0.162  mif1       36          11
## 1073  0.1162005      109.1121         0.162 start       37          11
## 1074  0.1162005      109.1121         0.162  mif1       37          11
## 1075  0.1162005      109.1121         0.162 start       38          11
## 1076  0.1162005      109.1121         0.162  mif1       38          11
## 1077  0.1162005      109.1121         0.162 start       39          11
## 1078  0.1162005      109.1121         0.162  mif1       39          11
## 1079  0.1162005      109.1121         0.162 start       40          11
## 1080  0.1162005      109.1121         0.162  mif1       40          11
## 1081  0.1162005      109.1121         0.162 start       41          11
## 1082  0.1162005      109.1121         0.162  mif1       41          11
## 1083  0.1162005      109.1121         0.162 start       42          11
## 1084  0.1162005      109.1121         0.162  mif1       42          11
## 1085  0.1162005      109.1121         0.162 start       43          11
## 1086  0.1162005      109.1121         0.162  mif1       43          11
## 1087  0.1162005      109.1121         0.162 start       44          11
## 1088  0.1162005      109.1121         0.162  mif1       44          11
## 1089  0.1162005      109.1121         0.162 start       45          11
## 1090  0.1162005      109.1121         0.162  mif1       45          11
## 1091  0.1162005      109.1121         0.162 start       46          11
## 1092  0.1162005      109.1121         0.162  mif1       46          11
## 1093  0.1162005      109.1121         0.162 start       47          11
## 1094  0.1162005      109.1121         0.162  mif1       47          11
## 1095  0.1162005      109.1121         0.162 start       48          11
## 1096  0.1162005      109.1121         0.162  mif1       48          11
## 1097  0.1162005      109.1121         0.162 start       49          11
## 1098  0.1162005      109.1121         0.162  mif1       49          11
## 1099  0.1162005      109.1121         0.162 start       50          11
## 1100  0.1162005      109.1121         0.162  mif1       50          11
## 1101  0.1162005      109.1121         0.162 start        1          12
## 1102  0.1162005      109.1121         0.162  mif1        1          12
## 1103  0.1162005      109.1121         0.162 start        2          12
## 1104  0.1162005      109.1121         0.162  mif1        2          12
## 1105  0.1162005      109.1121         0.162 start        3          12
## 1106  0.1162005      109.1121         0.162  mif1        3          12
## 1107  0.1162005      109.1121         0.162 start        4          12
## 1108  0.1162005      109.1121         0.162  mif1        4          12
## 1109  0.1162005      109.1121         0.162 start        5          12
## 1110  0.1162005      109.1121         0.162  mif1        5          12
## 1111  0.1162005      109.1121         0.162 start        6          12
## 1112  0.1162005      109.1121         0.162  mif1        6          12
## 1113  0.1162005      109.1121         0.162 start        7          12
## 1114  0.1162005      109.1121         0.162  mif1        7          12
## 1115  0.1162005      109.1121         0.162 start        8          12
## 1116  0.1162005      109.1121         0.162  mif1        8          12
## 1117  0.1162005      109.1121         0.162 start        9          12
## 1118  0.1162005      109.1121         0.162  mif1        9          12
## 1119  0.1162005      109.1121         0.162 start       10          12
## 1120  0.1162005      109.1121         0.162  mif1       10          12
## 1121  0.1162005      109.1121         0.162 start       11          12
## 1122  0.1162005      109.1121         0.162  mif1       11          12
## 1123  0.1162005      109.1121         0.162 start       12          12
## 1124  0.1162005      109.1121         0.162  mif1       12          12
## 1125  0.1162005      109.1121         0.162 start       13          12
## 1126  0.1162005      109.1121         0.162  mif1       13          12
## 1127  0.1162005      109.1121         0.162 start       14          12
## 1128  0.1162005      109.1121         0.162  mif1       14          12
## 1129  0.1162005      109.1121         0.162 start       15          12
## 1130  0.1162005      109.1121         0.162  mif1       15          12
## 1131  0.1162005      109.1121         0.162 start       16          12
## 1132  0.1162005      109.1121         0.162  mif1       16          12
## 1133  0.1162005      109.1121         0.162 start       17          12
## 1134  0.1162005      109.1121         0.162  mif1       17          12
## 1135  0.1162005      109.1121         0.162 start       18          12
## 1136  0.1162005      109.1121         0.162  mif1       18          12
## 1137  0.1162005      109.1121         0.162 start       19          12
## 1138  0.1162005      109.1121         0.162  mif1       19          12
## 1139  0.1162005      109.1121         0.162 start       20          12
## 1140  0.1162005      109.1121         0.162  mif1       20          12
## 1141  0.1162005      109.1121         0.162 start       21          12
## 1142  0.1162005      109.1121         0.162  mif1       21          12
## 1143  0.1162005      109.1121         0.162 start       22          12
## 1144  0.1162005      109.1121         0.162  mif1       22          12
## 1145  0.1162005      109.1121         0.162 start       23          12
## 1146  0.1162005      109.1121         0.162  mif1       23          12
## 1147  0.1162005      109.1121         0.162 start       24          12
## 1148  0.1162005      109.1121         0.162  mif1       24          12
## 1149  0.1162005      109.1121         0.162 start       25          12
## 1150  0.1162005      109.1121         0.162  mif1       25          12
## 1151  0.1162005      109.1121         0.162 start       26          12
## 1152  0.1162005      109.1121         0.162  mif1       26          12
## 1153  0.1162005      109.1121         0.162 start       27          12
## 1154  0.1162005      109.1121         0.162  mif1       27          12
## 1155  0.1162005      109.1121         0.162 start       28          12
## 1156  0.1162005      109.1121         0.162  mif1       28          12
## 1157  0.1162005      109.1121         0.162 start       29          12
## 1158  0.1162005      109.1121         0.162  mif1       29          12
## 1159  0.1162005      109.1121         0.162 start       30          12
## 1160  0.1162005      109.1121         0.162  mif1       30          12
## 1161  0.1162005      109.1121         0.162 start       31          12
## 1162  0.1162005      109.1121         0.162  mif1       31          12
## 1163  0.1162005      109.1121         0.162 start       32          12
## 1164  0.1162005      109.1121         0.162  mif1       32          12
## 1165  0.1162005      109.1121         0.162 start       33          12
## 1166  0.1162005      109.1121         0.162  mif1       33          12
## 1167  0.1162005      109.1121         0.162 start       34          12
## 1168  0.1162005      109.1121         0.162  mif1       34          12
## 1169  0.1162005      109.1121         0.162 start       35          12
## 1170  0.1162005      109.1121         0.162  mif1       35          12
## 1171  0.1162005      109.1121         0.162 start       36          12
## 1172  0.1162005      109.1121         0.162  mif1       36          12
## 1173  0.1162005      109.1121         0.162 start       37          12
## 1174  0.1162005      109.1121         0.162  mif1       37          12
## 1175  0.1162005      109.1121         0.162 start       38          12
## 1176  0.1162005      109.1121         0.162  mif1       38          12
## 1177  0.1162005      109.1121         0.162 start       39          12
## 1178  0.1162005      109.1121         0.162  mif1       39          12
## 1179  0.1162005      109.1121         0.162 start       40          12
## 1180  0.1162005      109.1121         0.162  mif1       40          12
## 1181  0.1162005      109.1121         0.162 start       41          12
## 1182  0.1162005      109.1121         0.162  mif1       41          12
## 1183  0.1162005      109.1121         0.162 start       42          12
## 1184  0.1162005      109.1121         0.162  mif1       42          12
## 1185  0.1162005      109.1121         0.162 start       43          12
## 1186  0.1162005      109.1121         0.162  mif1       43          12
## 1187  0.1162005      109.1121         0.162 start       44          12
## 1188  0.1162005      109.1121         0.162  mif1       44          12
## 1189  0.1162005      109.1121         0.162 start       45          12
## 1190  0.1162005      109.1121         0.162  mif1       45          12
## 1191  0.1162005      109.1121         0.162 start       46          12
## 1192  0.1162005      109.1121         0.162  mif1       46          12
## 1193  0.1162005      109.1121         0.162 start       47          12
## 1194  0.1162005      109.1121         0.162  mif1       47          12
## 1195  0.1162005      109.1121         0.162 start       48          12
## 1196  0.1162005      109.1121         0.162  mif1       48          12
## 1197  0.1162005      109.1121         0.162 start       49          12
## 1198  0.1162005      109.1121         0.162  mif1       49          12
## 1199  0.1162005      109.1121         0.162 start       50          12
## 1200  0.1162005      109.1121         0.162  mif1       50          12
## 1201  0.1162005      109.1121         0.162 start        1          13
## 1202  0.1162005      109.1121         0.162  mif1        1          13
## 1203  0.1162005      109.1121         0.162 start        2          13
## 1204  0.1162005      109.1121         0.162  mif1        2          13
## 1205  0.1162005      109.1121         0.162 start        3          13
## 1206  0.1162005      109.1121         0.162  mif1        3          13
## 1207  0.1162005      109.1121         0.162 start        4          13
## 1208  0.1162005      109.1121         0.162  mif1        4          13
## 1209  0.1162005      109.1121         0.162 start        5          13
## 1210  0.1162005      109.1121         0.162  mif1        5          13
## 1211  0.1162005      109.1121         0.162 start        6          13
## 1212  0.1162005      109.1121         0.162  mif1        6          13
## 1213  0.1162005      109.1121         0.162 start        7          13
## 1214  0.1162005      109.1121         0.162  mif1        7          13
## 1215  0.1162005      109.1121         0.162 start        8          13
## 1216  0.1162005      109.1121         0.162  mif1        8          13
## 1217  0.1162005      109.1121         0.162 start        9          13
## 1218  0.1162005      109.1121         0.162  mif1        9          13
## 1219  0.1162005      109.1121         0.162 start       10          13
## 1220  0.1162005      109.1121         0.162  mif1       10          13
## 1221  0.1162005      109.1121         0.162 start       11          13
## 1222  0.1162005      109.1121         0.162  mif1       11          13
## 1223  0.1162005      109.1121         0.162 start       12          13
## 1224  0.1162005      109.1121         0.162  mif1       12          13
## 1225  0.1162005      109.1121         0.162 start       13          13
## 1226  0.1162005      109.1121         0.162  mif1       13          13
## 1227  0.1162005      109.1121         0.162 start       14          13
## 1228  0.1162005      109.1121         0.162  mif1       14          13
## 1229  0.1162005      109.1121         0.162 start       15          13
## 1230  0.1162005      109.1121         0.162  mif1       15          13
## 1231  0.1162005      109.1121         0.162 start       16          13
## 1232  0.1162005      109.1121         0.162  mif1       16          13
## 1233  0.1162005      109.1121         0.162 start       17          13
## 1234  0.1162005      109.1121         0.162  mif1       17          13
## 1235  0.1162005      109.1121         0.162 start       18          13
## 1236  0.1162005      109.1121         0.162  mif1       18          13
## 1237  0.1162005      109.1121         0.162 start       19          13
## 1238  0.1162005      109.1121         0.162  mif1       19          13
## 1239  0.1162005      109.1121         0.162 start       20          13
## 1240  0.1162005      109.1121         0.162  mif1       20          13
## 1241  0.1162005      109.1121         0.162 start       21          13
## 1242  0.1162005      109.1121         0.162  mif1       21          13
## 1243  0.1162005      109.1121         0.162 start       22          13
## 1244  0.1162005      109.1121         0.162  mif1       22          13
## 1245  0.1162005      109.1121         0.162 start       23          13
## 1246  0.1162005      109.1121         0.162  mif1       23          13
## 1247  0.1162005      109.1121         0.162 start       24          13
## 1248  0.1162005      109.1121         0.162  mif1       24          13
## 1249  0.1162005      109.1121         0.162 start       25          13
## 1250  0.1162005      109.1121         0.162  mif1       25          13
## 1251  0.1162005      109.1121         0.162 start       26          13
## 1252  0.1162005      109.1121         0.162  mif1       26          13
## 1253  0.1162005      109.1121         0.162 start       27          13
## 1254  0.1162005      109.1121         0.162  mif1       27          13
## 1255  0.1162005      109.1121         0.162 start       28          13
## 1256  0.1162005      109.1121         0.162  mif1       28          13
## 1257  0.1162005      109.1121         0.162 start       29          13
## 1258  0.1162005      109.1121         0.162  mif1       29          13
## 1259  0.1162005      109.1121         0.162 start       30          13
## 1260  0.1162005      109.1121         0.162  mif1       30          13
## 1261  0.1162005      109.1121         0.162 start       31          13
## 1262  0.1162005      109.1121         0.162  mif1       31          13
## 1263  0.1162005      109.1121         0.162 start       32          13
## 1264  0.1162005      109.1121         0.162  mif1       32          13
## 1265  0.1162005      109.1121         0.162 start       33          13
## 1266  0.1162005      109.1121         0.162  mif1       33          13
## 1267  0.1162005      109.1121         0.162 start       34          13
## 1268  0.1162005      109.1121         0.162  mif1       34          13
## 1269  0.1162005      109.1121         0.162 start       35          13
## 1270  0.1162005      109.1121         0.162  mif1       35          13
## 1271  0.1162005      109.1121         0.162 start       36          13
## 1272  0.1162005      109.1121         0.162  mif1       36          13
## 1273  0.1162005      109.1121         0.162 start       37          13
## 1274  0.1162005      109.1121         0.162  mif1       37          13
## 1275  0.1162005      109.1121         0.162 start       38          13
## 1276  0.1162005      109.1121         0.162  mif1       38          13
## 1277  0.1162005      109.1121         0.162 start       39          13
## 1278  0.1162005      109.1121         0.162  mif1       39          13
## 1279  0.1162005      109.1121         0.162 start       40          13
## 1280  0.1162005      109.1121         0.162  mif1       40          13
## 1281  0.1162005      109.1121         0.162 start       41          13
## 1282  0.1162005      109.1121         0.162  mif1       41          13
## 1283  0.1162005      109.1121         0.162 start       42          13
## 1284  0.1162005      109.1121         0.162  mif1       42          13
## 1285  0.1162005      109.1121         0.162 start       43          13
## 1286  0.1162005      109.1121         0.162  mif1       43          13
## 1287  0.1162005      109.1121         0.162 start       44          13
## 1288  0.1162005      109.1121         0.162  mif1       44          13
## 1289  0.1162005      109.1121         0.162 start       45          13
## 1290  0.1162005      109.1121         0.162  mif1       45          13
## 1291  0.1162005      109.1121         0.162 start       46          13
## 1292  0.1162005      109.1121         0.162  mif1       46          13
## 1293  0.1162005      109.1121         0.162 start       47          13
## 1294  0.1162005      109.1121         0.162  mif1       47          13
## 1295  0.1162005      109.1121         0.162 start       48          13
## 1296  0.1162005      109.1121         0.162  mif1       48          13
## 1297  0.1162005      109.1121         0.162 start       49          13
## 1298  0.1162005      109.1121         0.162  mif1       49          13
## 1299  0.1162005      109.1121         0.162 start       50          13
## 1300  0.1162005      109.1121         0.162  mif1       50          13
## 1301  0.1162005      109.1121         0.162 start        1          14
## 1302  0.1162005      109.1121         0.162  mif1        1          14
## 1303  0.1162005      109.1121         0.162 start        2          14
## 1304  0.1162005      109.1121         0.162  mif1        2          14
## 1305  0.1162005      109.1121         0.162 start        3          14
## 1306  0.1162005      109.1121         0.162  mif1        3          14
## 1307  0.1162005      109.1121         0.162 start        4          14
## 1308  0.1162005      109.1121         0.162  mif1        4          14
## 1309  0.1162005      109.1121         0.162 start        5          14
## 1310  0.1162005      109.1121         0.162  mif1        5          14
## 1311  0.1162005      109.1121         0.162 start        6          14
## 1312  0.1162005      109.1121         0.162  mif1        6          14
## 1313  0.1162005      109.1121         0.162 start        7          14
## 1314  0.1162005      109.1121         0.162  mif1        7          14
## 1315  0.1162005      109.1121         0.162 start        8          14
## 1316  0.1162005      109.1121         0.162  mif1        8          14
## 1317  0.1162005      109.1121         0.162 start        9          14
## 1318  0.1162005      109.1121         0.162  mif1        9          14
## 1319  0.1162005      109.1121         0.162 start       10          14
## 1320  0.1162005      109.1121         0.162  mif1       10          14
## 1321  0.1162005      109.1121         0.162 start       11          14
## 1322  0.1162005      109.1121         0.162  mif1       11          14
## 1323  0.1162005      109.1121         0.162 start       12          14
## 1324  0.1162005      109.1121         0.162  mif1       12          14
## 1325  0.1162005      109.1121         0.162 start       13          14
## 1326  0.1162005      109.1121         0.162  mif1       13          14
## 1327  0.1162005      109.1121         0.162 start       14          14
## 1328  0.1162005      109.1121         0.162  mif1       14          14
## 1329  0.1162005      109.1121         0.162 start       15          14
## 1330  0.1162005      109.1121         0.162  mif1       15          14
## 1331  0.1162005      109.1121         0.162 start       16          14
## 1332  0.1162005      109.1121         0.162  mif1       16          14
## 1333  0.1162005      109.1121         0.162 start       17          14
## 1334  0.1162005      109.1121         0.162  mif1       17          14
## 1335  0.1162005      109.1121         0.162 start       18          14
## 1336  0.1162005      109.1121         0.162  mif1       18          14
## 1337  0.1162005      109.1121         0.162 start       19          14
## 1338  0.1162005      109.1121         0.162  mif1       19          14
## 1339  0.1162005      109.1121         0.162 start       20          14
## 1340  0.1162005      109.1121         0.162  mif1       20          14
## 1341  0.1162005      109.1121         0.162 start       21          14
## 1342  0.1162005      109.1121         0.162  mif1       21          14
## 1343  0.1162005      109.1121         0.162 start       22          14
## 1344  0.1162005      109.1121         0.162  mif1       22          14
## 1345  0.1162005      109.1121         0.162 start       23          14
## 1346  0.1162005      109.1121         0.162  mif1       23          14
## 1347  0.1162005      109.1121         0.162 start       24          14
## 1348  0.1162005      109.1121         0.162  mif1       24          14
## 1349  0.1162005      109.1121         0.162 start       25          14
## 1350  0.1162005      109.1121         0.162  mif1       25          14
## 1351  0.1162005      109.1121         0.162 start       26          14
## 1352  0.1162005      109.1121         0.162  mif1       26          14
## 1353  0.1162005      109.1121         0.162 start       27          14
## 1354  0.1162005      109.1121         0.162  mif1       27          14
## 1355  0.1162005      109.1121         0.162 start       28          14
## 1356  0.1162005      109.1121         0.162  mif1       28          14
## 1357  0.1162005      109.1121         0.162 start       29          14
## 1358  0.1162005      109.1121         0.162  mif1       29          14
## 1359  0.1162005      109.1121         0.162 start       30          14
## 1360  0.1162005      109.1121         0.162  mif1       30          14
## 1361  0.1162005      109.1121         0.162 start       31          14
## 1362  0.1162005      109.1121         0.162  mif1       31          14
## 1363  0.1162005      109.1121         0.162 start       32          14
## 1364  0.1162005      109.1121         0.162  mif1       32          14
## 1365  0.1162005      109.1121         0.162 start       33          14
## 1366  0.1162005      109.1121         0.162  mif1       33          14
## 1367  0.1162005      109.1121         0.162 start       34          14
## 1368  0.1162005      109.1121         0.162  mif1       34          14
## 1369  0.1162005      109.1121         0.162 start       35          14
## 1370  0.1162005      109.1121         0.162  mif1       35          14
## 1371  0.1162005      109.1121         0.162 start       36          14
## 1372  0.1162005      109.1121         0.162  mif1       36          14
## 1373  0.1162005      109.1121         0.162 start       37          14
## 1374  0.1162005      109.1121         0.162  mif1       37          14
## 1375  0.1162005      109.1121         0.162 start       38          14
## 1376  0.1162005      109.1121         0.162  mif1       38          14
## 1377  0.1162005      109.1121         0.162 start       39          14
## 1378  0.1162005      109.1121         0.162  mif1       39          14
## 1379  0.1162005      109.1121         0.162 start       40          14
## 1380  0.1162005      109.1121         0.162  mif1       40          14
## 1381  0.1162005      109.1121         0.162 start       41          14
## 1382  0.1162005      109.1121         0.162  mif1       41          14
## 1383  0.1162005      109.1121         0.162 start       42          14
## 1384  0.1162005      109.1121         0.162  mif1       42          14
## 1385  0.1162005      109.1121         0.162 start       43          14
## 1386  0.1162005      109.1121         0.162  mif1       43          14
## 1387  0.1162005      109.1121         0.162 start       44          14
## 1388  0.1162005      109.1121         0.162  mif1       44          14
## 1389  0.1162005      109.1121         0.162 start       45          14
## 1390  0.1162005      109.1121         0.162  mif1       45          14
## 1391  0.1162005      109.1121         0.162 start       46          14
## 1392  0.1162005      109.1121         0.162  mif1       46          14
## 1393  0.1162005      109.1121         0.162 start       47          14
## 1394  0.1162005      109.1121         0.162  mif1       47          14
## 1395  0.1162005      109.1121         0.162 start       48          14
## 1396  0.1162005      109.1121         0.162  mif1       48          14
## 1397  0.1162005      109.1121         0.162 start       49          14
## 1398  0.1162005      109.1121         0.162  mif1       49          14
## 1399  0.1162005      109.1121         0.162 start       50          14
## 1400  0.1162005      109.1121         0.162  mif1       50          14
## 1401  0.1162005      109.1121         0.162 start        1          15
## 1402  0.1162005      109.1121         0.162  mif1        1          15
## 1403  0.1162005      109.1121         0.162 start        2          15
## 1404  0.1162005      109.1121         0.162  mif1        2          15
## 1405  0.1162005      109.1121         0.162 start        3          15
## 1406  0.1162005      109.1121         0.162  mif1        3          15
## 1407  0.1162005      109.1121         0.162 start        4          15
## 1408  0.1162005      109.1121         0.162  mif1        4          15
## 1409  0.1162005      109.1121         0.162 start        5          15
## 1410  0.1162005      109.1121         0.162  mif1        5          15
## 1411  0.1162005      109.1121         0.162 start        6          15
## 1412  0.1162005      109.1121         0.162  mif1        6          15
## 1413  0.1162005      109.1121         0.162 start        7          15
## 1414  0.1162005      109.1121         0.162  mif1        7          15
## 1415  0.1162005      109.1121         0.162 start        8          15
## 1416  0.1162005      109.1121         0.162  mif1        8          15
## 1417  0.1162005      109.1121         0.162 start        9          15
## 1418  0.1162005      109.1121         0.162  mif1        9          15
## 1419  0.1162005      109.1121         0.162 start       10          15
## 1420  0.1162005      109.1121         0.162  mif1       10          15
## 1421  0.1162005      109.1121         0.162 start       11          15
## 1422  0.1162005      109.1121         0.162  mif1       11          15
## 1423  0.1162005      109.1121         0.162 start       12          15
## 1424  0.1162005      109.1121         0.162  mif1       12          15
## 1425  0.1162005      109.1121         0.162 start       13          15
## 1426  0.1162005      109.1121         0.162  mif1       13          15
## 1427  0.1162005      109.1121         0.162 start       14          15
## 1428  0.1162005      109.1121         0.162  mif1       14          15
## 1429  0.1162005      109.1121         0.162 start       15          15
## 1430  0.1162005      109.1121         0.162  mif1       15          15
## 1431  0.1162005      109.1121         0.162 start       16          15
## 1432  0.1162005      109.1121         0.162  mif1       16          15
## 1433  0.1162005      109.1121         0.162 start       17          15
## 1434  0.1162005      109.1121         0.162  mif1       17          15
## 1435  0.1162005      109.1121         0.162 start       18          15
## 1436  0.1162005      109.1121         0.162  mif1       18          15
## 1437  0.1162005      109.1121         0.162 start       19          15
## 1438  0.1162005      109.1121         0.162  mif1       19          15
## 1439  0.1162005      109.1121         0.162 start       20          15
## 1440  0.1162005      109.1121         0.162  mif1       20          15
## 1441  0.1162005      109.1121         0.162 start       21          15
## 1442  0.1162005      109.1121         0.162  mif1       21          15
## 1443  0.1162005      109.1121         0.162 start       22          15
## 1444  0.1162005      109.1121         0.162  mif1       22          15
## 1445  0.1162005      109.1121         0.162 start       23          15
## 1446  0.1162005      109.1121         0.162  mif1       23          15
## 1447  0.1162005      109.1121         0.162 start       24          15
## 1448  0.1162005      109.1121         0.162  mif1       24          15
## 1449  0.1162005      109.1121         0.162 start       25          15
## 1450  0.1162005      109.1121         0.162  mif1       25          15
## 1451  0.1162005      109.1121         0.162 start       26          15
## 1452  0.1162005      109.1121         0.162  mif1       26          15
## 1453  0.1162005      109.1121         0.162 start       27          15
## 1454  0.1162005      109.1121         0.162  mif1       27          15
## 1455  0.1162005      109.1121         0.162 start       28          15
## 1456  0.1162005      109.1121         0.162  mif1       28          15
## 1457  0.1162005      109.1121         0.162 start       29          15
## 1458  0.1162005      109.1121         0.162  mif1       29          15
## 1459  0.1162005      109.1121         0.162 start       30          15
## 1460  0.1162005      109.1121         0.162  mif1       30          15
## 1461  0.1162005      109.1121         0.162 start       31          15
## 1462  0.1162005      109.1121         0.162  mif1       31          15
## 1463  0.1162005      109.1121         0.162 start       32          15
## 1464  0.1162005      109.1121         0.162  mif1       32          15
## 1465  0.1162005      109.1121         0.162 start       33          15
## 1466  0.1162005      109.1121         0.162  mif1       33          15
## 1467  0.1162005      109.1121         0.162 start       34          15
## 1468  0.1162005      109.1121         0.162  mif1       34          15
## 1469  0.1162005      109.1121         0.162 start       35          15
## 1470  0.1162005      109.1121         0.162  mif1       35          15
## 1471  0.1162005      109.1121         0.162 start       36          15
## 1472  0.1162005      109.1121         0.162  mif1       36          15
## 1473  0.1162005      109.1121         0.162 start       37          15
## 1474  0.1162005      109.1121         0.162  mif1       37          15
## 1475  0.1162005      109.1121         0.162 start       38          15
## 1476  0.1162005      109.1121         0.162  mif1       38          15
## 1477  0.1162005      109.1121         0.162 start       39          15
## 1478  0.1162005      109.1121         0.162  mif1       39          15
## 1479  0.1162005      109.1121         0.162 start       40          15
## 1480  0.1162005      109.1121         0.162  mif1       40          15
## 1481  0.1162005      109.1121         0.162 start       41          15
## 1482  0.1162005      109.1121         0.162  mif1       41          15
## 1483  0.1162005      109.1121         0.162 start       42          15
## 1484  0.1162005      109.1121         0.162  mif1       42          15
## 1485  0.1162005      109.1121         0.162 start       43          15
## 1486  0.1162005      109.1121         0.162  mif1       43          15
## 1487  0.1162005      109.1121         0.162 start       44          15
## 1488  0.1162005      109.1121         0.162  mif1       44          15
## 1489  0.1162005      109.1121         0.162 start       45          15
## 1490  0.1162005      109.1121         0.162  mif1       45          15
## 1491  0.1162005      109.1121         0.162 start       46          15
## 1492  0.1162005      109.1121         0.162  mif1       46          15
## 1493  0.1162005      109.1121         0.162 start       47          15
## 1494  0.1162005      109.1121         0.162  mif1       47          15
## 1495  0.1162005      109.1121         0.162 start       48          15
## 1496  0.1162005      109.1121         0.162  mif1       48          15
## 1497  0.1162005      109.1121         0.162 start       49          15
## 1498  0.1162005      109.1121         0.162  mif1       49          15
## 1499  0.1162005      109.1121         0.162 start       50          15
## 1500  0.1162005      109.1121         0.162  mif1       50          15
## 1501  0.1162005      109.1121         0.162 start        1          16
## 1502  0.1162005      109.1121         0.162  mif1        1          16
## 1503  0.1162005      109.1121         0.162 start        2          16
## 1504  0.1162005      109.1121         0.162  mif1        2          16
## 1505  0.1162005      109.1121         0.162 start        3          16
## 1506  0.1162005      109.1121         0.162  mif1        3          16
## 1507  0.1162005      109.1121         0.162 start        4          16
## 1508  0.1162005      109.1121         0.162  mif1        4          16
## 1509  0.1162005      109.1121         0.162 start        5          16
## 1510  0.1162005      109.1121         0.162  mif1        5          16
## 1511  0.1162005      109.1121         0.162 start        6          16
## 1512  0.1162005      109.1121         0.162  mif1        6          16
## 1513  0.1162005      109.1121         0.162 start        7          16
## 1514  0.1162005      109.1121         0.162  mif1        7          16
## 1515  0.1162005      109.1121         0.162 start        8          16
## 1516  0.1162005      109.1121         0.162  mif1        8          16
## 1517  0.1162005      109.1121         0.162 start        9          16
## 1518  0.1162005      109.1121         0.162  mif1        9          16
## 1519  0.1162005      109.1121         0.162 start       10          16
## 1520  0.1162005      109.1121         0.162  mif1       10          16
## 1521  0.1162005      109.1121         0.162 start       11          16
## 1522  0.1162005      109.1121         0.162  mif1       11          16
## 1523  0.1162005      109.1121         0.162 start       12          16
## 1524  0.1162005      109.1121         0.162  mif1       12          16
## 1525  0.1162005      109.1121         0.162 start       13          16
## 1526  0.1162005      109.1121         0.162  mif1       13          16
## 1527  0.1162005      109.1121         0.162 start       14          16
## 1528  0.1162005      109.1121         0.162  mif1       14          16
## 1529  0.1162005      109.1121         0.162 start       15          16
## 1530  0.1162005      109.1121         0.162  mif1       15          16
## 1531  0.1162005      109.1121         0.162 start       16          16
## 1532  0.1162005      109.1121         0.162  mif1       16          16
## 1533  0.1162005      109.1121         0.162 start       17          16
## 1534  0.1162005      109.1121         0.162  mif1       17          16
## 1535  0.1162005      109.1121         0.162 start       18          16
## 1536  0.1162005      109.1121         0.162  mif1       18          16
## 1537  0.1162005      109.1121         0.162 start       19          16
## 1538  0.1162005      109.1121         0.162  mif1       19          16
## 1539  0.1162005      109.1121         0.162 start       20          16
## 1540  0.1162005      109.1121         0.162  mif1       20          16
## 1541  0.1162005      109.1121         0.162 start       21          16
## 1542  0.1162005      109.1121         0.162  mif1       21          16
## 1543  0.1162005      109.1121         0.162 start       22          16
## 1544  0.1162005      109.1121         0.162  mif1       22          16
## 1545  0.1162005      109.1121         0.162 start       23          16
## 1546  0.1162005      109.1121         0.162  mif1       23          16
## 1547  0.1162005      109.1121         0.162 start       24          16
## 1548  0.1162005      109.1121         0.162  mif1       24          16
## 1549  0.1162005      109.1121         0.162 start       25          16
## 1550  0.1162005      109.1121         0.162  mif1       25          16
## 1551  0.1162005      109.1121         0.162 start       26          16
## 1552  0.1162005      109.1121         0.162  mif1       26          16
## 1553  0.1162005      109.1121         0.162 start       27          16
## 1554  0.1162005      109.1121         0.162  mif1       27          16
## 1555  0.1162005      109.1121         0.162 start       28          16
## 1556  0.1162005      109.1121         0.162  mif1       28          16
## 1557  0.1162005      109.1121         0.162 start       29          16
## 1558  0.1162005      109.1121         0.162  mif1       29          16
## 1559  0.1162005      109.1121         0.162 start       30          16
## 1560  0.1162005      109.1121         0.162  mif1       30          16
## 1561  0.1162005      109.1121         0.162 start       31          16
## 1562  0.1162005      109.1121         0.162  mif1       31          16
## 1563  0.1162005      109.1121         0.162 start       32          16
## 1564  0.1162005      109.1121         0.162  mif1       32          16
## 1565  0.1162005      109.1121         0.162 start       33          16
## 1566  0.1162005      109.1121         0.162  mif1       33          16
## 1567  0.1162005      109.1121         0.162 start       34          16
## 1568  0.1162005      109.1121         0.162  mif1       34          16
## 1569  0.1162005      109.1121         0.162 start       35          16
## 1570  0.1162005      109.1121         0.162  mif1       35          16
## 1571  0.1162005      109.1121         0.162 start       36          16
## 1572  0.1162005      109.1121         0.162  mif1       36          16
## 1573  0.1162005      109.1121         0.162 start       37          16
## 1574  0.1162005      109.1121         0.162  mif1       37          16
## 1575  0.1162005      109.1121         0.162 start       38          16
## 1576  0.1162005      109.1121         0.162  mif1       38          16
## 1577  0.1162005      109.1121         0.162 start       39          16
## 1578  0.1162005      109.1121         0.162  mif1       39          16
## 1579  0.1162005      109.1121         0.162 start       40          16
## 1580  0.1162005      109.1121         0.162  mif1       40          16
## 1581  0.1162005      109.1121         0.162 start       41          16
## 1582  0.1162005      109.1121         0.162  mif1       41          16
## 1583  0.1162005      109.1121         0.162 start       42          16
## 1584  0.1162005      109.1121         0.162  mif1       42          16
## 1585  0.1162005      109.1121         0.162 start       43          16
## 1586  0.1162005      109.1121         0.162  mif1       43          16
## 1587  0.1162005      109.1121         0.162 start       44          16
## 1588  0.1162005      109.1121         0.162  mif1       44          16
## 1589  0.1162005      109.1121         0.162 start       45          16
## 1590  0.1162005      109.1121         0.162  mif1       45          16
## 1591  0.1162005      109.1121         0.162 start       46          16
## 1592  0.1162005      109.1121         0.162  mif1       46          16
## 1593  0.1162005      109.1121         0.162 start       47          16
## 1594  0.1162005      109.1121         0.162  mif1       47          16
## 1595  0.1162005      109.1121         0.162 start       48          16
## 1596  0.1162005      109.1121         0.162  mif1       48          16
## 1597  0.1162005      109.1121         0.162 start       49          16
## 1598  0.1162005      109.1121         0.162  mif1       49          16
## 1599  0.1162005      109.1121         0.162 start       50          16
## 1600  0.1162005      109.1121         0.162  mif1       50          16
## 1601  0.1162005      109.1121         0.162 start        1          17
## 1602  0.1162005      109.1121         0.162  mif1        1          17
## 1603  0.1162005      109.1121         0.162 start        2          17
## 1604  0.1162005      109.1121         0.162  mif1        2          17
## 1605  0.1162005      109.1121         0.162 start        3          17
## 1606  0.1162005      109.1121         0.162  mif1        3          17
## 1607  0.1162005      109.1121         0.162 start        4          17
## 1608  0.1162005      109.1121         0.162  mif1        4          17
## 1609  0.1162005      109.1121         0.162 start        5          17
## 1610  0.1162005      109.1121         0.162  mif1        5          17
## 1611  0.1162005      109.1121         0.162 start        6          17
## 1612  0.1162005      109.1121         0.162  mif1        6          17
## 1613  0.1162005      109.1121         0.162 start        7          17
## 1614  0.1162005      109.1121         0.162  mif1        7          17
## 1615  0.1162005      109.1121         0.162 start        8          17
## 1616  0.1162005      109.1121         0.162  mif1        8          17
## 1617  0.1162005      109.1121         0.162 start        9          17
## 1618  0.1162005      109.1121         0.162  mif1        9          17
## 1619  0.1162005      109.1121         0.162 start       10          17
## 1620  0.1162005      109.1121         0.162  mif1       10          17
## 1621  0.1162005      109.1121         0.162 start       11          17
## 1622  0.1162005      109.1121         0.162  mif1       11          17
## 1623  0.1162005      109.1121         0.162 start       12          17
## 1624  0.1162005      109.1121         0.162  mif1       12          17
## 1625  0.1162005      109.1121         0.162 start       13          17
## 1626  0.1162005      109.1121         0.162  mif1       13          17
## 1627  0.1162005      109.1121         0.162 start       14          17
## 1628  0.1162005      109.1121         0.162  mif1       14          17
## 1629  0.1162005      109.1121         0.162 start       15          17
## 1630  0.1162005      109.1121         0.162  mif1       15          17
## 1631  0.1162005      109.1121         0.162 start       16          17
## 1632  0.1162005      109.1121         0.162  mif1       16          17
## 1633  0.1162005      109.1121         0.162 start       17          17
## 1634  0.1162005      109.1121         0.162  mif1       17          17
## 1635  0.1162005      109.1121         0.162 start       18          17
## 1636  0.1162005      109.1121         0.162  mif1       18          17
## 1637  0.1162005      109.1121         0.162 start       19          17
## 1638  0.1162005      109.1121         0.162  mif1       19          17
## 1639  0.1162005      109.1121         0.162 start       20          17
## 1640  0.1162005      109.1121         0.162  mif1       20          17
## 1641  0.1162005      109.1121         0.162 start       21          17
## 1642  0.1162005      109.1121         0.162  mif1       21          17
## 1643  0.1162005      109.1121         0.162 start       22          17
## 1644  0.1162005      109.1121         0.162  mif1       22          17
## 1645  0.1162005      109.1121         0.162 start       23          17
## 1646  0.1162005      109.1121         0.162  mif1       23          17
## 1647  0.1162005      109.1121         0.162 start       24          17
## 1648  0.1162005      109.1121         0.162  mif1       24          17
## 1649  0.1162005      109.1121         0.162 start       25          17
## 1650  0.1162005      109.1121         0.162  mif1       25          17
## 1651  0.1162005      109.1121         0.162 start       26          17
## 1652  0.1162005      109.1121         0.162  mif1       26          17
## 1653  0.1162005      109.1121         0.162 start       27          17
## 1654  0.1162005      109.1121         0.162  mif1       27          17
## 1655  0.1162005      109.1121         0.162 start       28          17
## 1656  0.1162005      109.1121         0.162  mif1       28          17
## 1657  0.1162005      109.1121         0.162 start       29          17
## 1658  0.1162005      109.1121         0.162  mif1       29          17
## 1659  0.1162005      109.1121         0.162 start       30          17
## 1660  0.1162005      109.1121         0.162  mif1       30          17
## 1661  0.1162005      109.1121         0.162 start       31          17
## 1662  0.1162005      109.1121         0.162  mif1       31          17
## 1663  0.1162005      109.1121         0.162 start       32          17
## 1664  0.1162005      109.1121         0.162  mif1       32          17
## 1665  0.1162005      109.1121         0.162 start       33          17
## 1666  0.1162005      109.1121         0.162  mif1       33          17
## 1667  0.1162005      109.1121         0.162 start       34          17
## 1668  0.1162005      109.1121         0.162  mif1       34          17
## 1669  0.1162005      109.1121         0.162 start       35          17
## 1670  0.1162005      109.1121         0.162  mif1       35          17
## 1671  0.1162005      109.1121         0.162 start       36          17
## 1672  0.1162005      109.1121         0.162  mif1       36          17
## 1673  0.1162005      109.1121         0.162 start       37          17
## 1674  0.1162005      109.1121         0.162  mif1       37          17
## 1675  0.1162005      109.1121         0.162 start       38          17
## 1676  0.1162005      109.1121         0.162  mif1       38          17
## 1677  0.1162005      109.1121         0.162 start       39          17
## 1678  0.1162005      109.1121         0.162  mif1       39          17
## 1679  0.1162005      109.1121         0.162 start       40          17
## 1680  0.1162005      109.1121         0.162  mif1       40          17
## 1681  0.1162005      109.1121         0.162 start       41          17
## 1682  0.1162005      109.1121         0.162  mif1       41          17
## 1683  0.1162005      109.1121         0.162 start       42          17
## 1684  0.1162005      109.1121         0.162  mif1       42          17
## 1685  0.1162005      109.1121         0.162 start       43          17
## 1686  0.1162005      109.1121         0.162  mif1       43          17
## 1687  0.1162005      109.1121         0.162 start       44          17
## 1688  0.1162005      109.1121         0.162  mif1       44          17
## 1689  0.1162005      109.1121         0.162 start       45          17
## 1690  0.1162005      109.1121         0.162  mif1       45          17
## 1691  0.1162005      109.1121         0.162 start       46          17
## 1692  0.1162005      109.1121         0.162  mif1       46          17
## 1693  0.1162005      109.1121         0.162 start       47          17
## 1694  0.1162005      109.1121         0.162  mif1       47          17
## 1695  0.1162005      109.1121         0.162 start       48          17
## 1696  0.1162005      109.1121         0.162  mif1       48          17
## 1697  0.1162005      109.1121         0.162 start       49          17
## 1698  0.1162005      109.1121         0.162  mif1       49          17
## 1699  0.1162005      109.1121         0.162 start       50          17
## 1700  0.1162005      109.1121         0.162  mif1       50          17
## 1701  0.1162005      109.1121         0.162 start        1          18
## 1702  0.1162005      109.1121         0.162  mif1        1          18
## 1703  0.1162005      109.1121         0.162 start        2          18
## 1704  0.1162005      109.1121         0.162  mif1        2          18
## 1705  0.1162005      109.1121         0.162 start        3          18
## 1706  0.1162005      109.1121         0.162  mif1        3          18
## 1707  0.1162005      109.1121         0.162 start        4          18
## 1708  0.1162005      109.1121         0.162  mif1        4          18
## 1709  0.1162005      109.1121         0.162 start        5          18
## 1710  0.1162005      109.1121         0.162  mif1        5          18
## 1711  0.1162005      109.1121         0.162 start        6          18
## 1712  0.1162005      109.1121         0.162  mif1        6          18
## 1713  0.1162005      109.1121         0.162 start        7          18
## 1714  0.1162005      109.1121         0.162  mif1        7          18
## 1715  0.1162005      109.1121         0.162 start        8          18
## 1716  0.1162005      109.1121         0.162  mif1        8          18
## 1717  0.1162005      109.1121         0.162 start        9          18
## 1718  0.1162005      109.1121         0.162  mif1        9          18
## 1719  0.1162005      109.1121         0.162 start       10          18
## 1720  0.1162005      109.1121         0.162  mif1       10          18
## 1721  0.1162005      109.1121         0.162 start       11          18
## 1722  0.1162005      109.1121         0.162  mif1       11          18
## 1723  0.1162005      109.1121         0.162 start       12          18
## 1724  0.1162005      109.1121         0.162  mif1       12          18
## 1725  0.1162005      109.1121         0.162 start       13          18
## 1726  0.1162005      109.1121         0.162  mif1       13          18
## 1727  0.1162005      109.1121         0.162 start       14          18
## 1728  0.1162005      109.1121         0.162  mif1       14          18
## 1729  0.1162005      109.1121         0.162 start       15          18
## 1730  0.1162005      109.1121         0.162  mif1       15          18
## 1731  0.1162005      109.1121         0.162 start       16          18
## 1732  0.1162005      109.1121         0.162  mif1       16          18
## 1733  0.1162005      109.1121         0.162 start       17          18
## 1734  0.1162005      109.1121         0.162  mif1       17          18
## 1735  0.1162005      109.1121         0.162 start       18          18
## 1736  0.1162005      109.1121         0.162  mif1       18          18
## 1737  0.1162005      109.1121         0.162 start       19          18
## 1738  0.1162005      109.1121         0.162  mif1       19          18
## 1739  0.1162005      109.1121         0.162 start       20          18
## 1740  0.1162005      109.1121         0.162  mif1       20          18
## 1741  0.1162005      109.1121         0.162 start       21          18
## 1742  0.1162005      109.1121         0.162  mif1       21          18
## 1743  0.1162005      109.1121         0.162 start       22          18
## 1744  0.1162005      109.1121         0.162  mif1       22          18
## 1745  0.1162005      109.1121         0.162 start       23          18
## 1746  0.1162005      109.1121         0.162  mif1       23          18
## 1747  0.1162005      109.1121         0.162 start       24          18
## 1748  0.1162005      109.1121         0.162  mif1       24          18
## 1749  0.1162005      109.1121         0.162 start       25          18
## 1750  0.1162005      109.1121         0.162  mif1       25          18
## 1751  0.1162005      109.1121         0.162 start       26          18
## 1752  0.1162005      109.1121         0.162  mif1       26          18
## 1753  0.1162005      109.1121         0.162 start       27          18
## 1754  0.1162005      109.1121         0.162  mif1       27          18
## 1755  0.1162005      109.1121         0.162 start       28          18
## 1756  0.1162005      109.1121         0.162  mif1       28          18
## 1757  0.1162005      109.1121         0.162 start       29          18
## 1758  0.1162005      109.1121         0.162  mif1       29          18
## 1759  0.1162005      109.1121         0.162 start       30          18
## 1760  0.1162005      109.1121         0.162  mif1       30          18
## 1761  0.1162005      109.1121         0.162 start       31          18
## 1762  0.1162005      109.1121         0.162  mif1       31          18
## 1763  0.1162005      109.1121         0.162 start       32          18
## 1764  0.1162005      109.1121         0.162  mif1       32          18
## 1765  0.1162005      109.1121         0.162 start       33          18
## 1766  0.1162005      109.1121         0.162  mif1       33          18
## 1767  0.1162005      109.1121         0.162 start       34          18
## 1768  0.1162005      109.1121         0.162  mif1       34          18
## 1769  0.1162005      109.1121         0.162 start       35          18
## 1770  0.1162005      109.1121         0.162  mif1       35          18
## 1771  0.1162005      109.1121         0.162 start       36          18
## 1772  0.1162005      109.1121         0.162  mif1       36          18
## 1773  0.1162005      109.1121         0.162 start       37          18
## 1774  0.1162005      109.1121         0.162  mif1       37          18
## 1775  0.1162005      109.1121         0.162 start       38          18
## 1776  0.1162005      109.1121         0.162  mif1       38          18
## 1777  0.1162005      109.1121         0.162 start       39          18
## 1778  0.1162005      109.1121         0.162  mif1       39          18
## 1779  0.1162005      109.1121         0.162 start       40          18
## 1780  0.1162005      109.1121         0.162  mif1       40          18
## 1781  0.1162005      109.1121         0.162 start       41          18
## 1782  0.1162005      109.1121         0.162  mif1       41          18
## 1783  0.1162005      109.1121         0.162 start       42          18
## 1784  0.1162005      109.1121         0.162  mif1       42          18
## 1785  0.1162005      109.1121         0.162 start       43          18
## 1786  0.1162005      109.1121         0.162  mif1       43          18
## 1787  0.1162005      109.1121         0.162 start       44          18
## 1788  0.1162005      109.1121         0.162  mif1       44          18
## 1789  0.1162005      109.1121         0.162 start       45          18
## 1790  0.1162005      109.1121         0.162  mif1       45          18
## 1791  0.1162005      109.1121         0.162 start       46          18
## 1792  0.1162005      109.1121         0.162  mif1       46          18
## 1793  0.1162005      109.1121         0.162 start       47          18
## 1794  0.1162005      109.1121         0.162  mif1       47          18
## 1795  0.1162005      109.1121         0.162 start       48          18
## 1796  0.1162005      109.1121         0.162  mif1       48          18
## 1797  0.1162005      109.1121         0.162 start       49          18
## 1798  0.1162005      109.1121         0.162  mif1       49          18
## 1799  0.1162005      109.1121         0.162 start       50          18
## 1800  0.1162005      109.1121         0.162  mif1       50          18
## 1801  0.1162005      109.1121         0.162 start        1          19
## 1802  0.1162005      109.1121         0.162  mif1        1          19
## 1803  0.1162005      109.1121         0.162 start        2          19
## 1804  0.1162005      109.1121         0.162  mif1        2          19
## 1805  0.1162005      109.1121         0.162 start        3          19
## 1806  0.1162005      109.1121         0.162  mif1        3          19
## 1807  0.1162005      109.1121         0.162 start        4          19
## 1808  0.1162005      109.1121         0.162  mif1        4          19
## 1809  0.1162005      109.1121         0.162 start        5          19
## 1810  0.1162005      109.1121         0.162  mif1        5          19
## 1811  0.1162005      109.1121         0.162 start        6          19
## 1812  0.1162005      109.1121         0.162  mif1        6          19
## 1813  0.1162005      109.1121         0.162 start        7          19
## 1814  0.1162005      109.1121         0.162  mif1        7          19
## 1815  0.1162005      109.1121         0.162 start        8          19
## 1816  0.1162005      109.1121         0.162  mif1        8          19
## 1817  0.1162005      109.1121         0.162 start        9          19
## 1818  0.1162005      109.1121         0.162  mif1        9          19
## 1819  0.1162005      109.1121         0.162 start       10          19
## 1820  0.1162005      109.1121         0.162  mif1       10          19
## 1821  0.1162005      109.1121         0.162 start       11          19
## 1822  0.1162005      109.1121         0.162  mif1       11          19
## 1823  0.1162005      109.1121         0.162 start       12          19
## 1824  0.1162005      109.1121         0.162  mif1       12          19
## 1825  0.1162005      109.1121         0.162 start       13          19
## 1826  0.1162005      109.1121         0.162  mif1       13          19
## 1827  0.1162005      109.1121         0.162 start       14          19
## 1828  0.1162005      109.1121         0.162  mif1       14          19
## 1829  0.1162005      109.1121         0.162 start       15          19
## 1830  0.1162005      109.1121         0.162  mif1       15          19
## 1831  0.1162005      109.1121         0.162 start       16          19
## 1832  0.1162005      109.1121         0.162  mif1       16          19
## 1833  0.1162005      109.1121         0.162 start       17          19
## 1834  0.1162005      109.1121         0.162  mif1       17          19
## 1835  0.1162005      109.1121         0.162 start       18          19
## 1836  0.1162005      109.1121         0.162  mif1       18          19
## 1837  0.1162005      109.1121         0.162 start       19          19
## 1838  0.1162005      109.1121         0.162  mif1       19          19
## 1839  0.1162005      109.1121         0.162 start       20          19
## 1840  0.1162005      109.1121         0.162  mif1       20          19
## 1841  0.1162005      109.1121         0.162 start       21          19
## 1842  0.1162005      109.1121         0.162  mif1       21          19
## 1843  0.1162005      109.1121         0.162 start       22          19
## 1844  0.1162005      109.1121         0.162  mif1       22          19
## 1845  0.1162005      109.1121         0.162 start       23          19
## 1846  0.1162005      109.1121         0.162  mif1       23          19
## 1847  0.1162005      109.1121         0.162 start       24          19
## 1848  0.1162005      109.1121         0.162  mif1       24          19
## 1849  0.1162005      109.1121         0.162 start       25          19
## 1850  0.1162005      109.1121         0.162  mif1       25          19
## 1851  0.1162005      109.1121         0.162 start       26          19
## 1852  0.1162005      109.1121         0.162  mif1       26          19
## 1853  0.1162005      109.1121         0.162 start       27          19
## 1854  0.1162005      109.1121         0.162  mif1       27          19
## 1855  0.1162005      109.1121         0.162 start       28          19
## 1856  0.1162005      109.1121         0.162  mif1       28          19
## 1857  0.1162005      109.1121         0.162 start       29          19
## 1858  0.1162005      109.1121         0.162  mif1       29          19
## 1859  0.1162005      109.1121         0.162 start       30          19
## 1860  0.1162005      109.1121         0.162  mif1       30          19
## 1861  0.1162005      109.1121         0.162 start       31          19
## 1862  0.1162005      109.1121         0.162  mif1       31          19
## 1863  0.1162005      109.1121         0.162 start       32          19
## 1864  0.1162005      109.1121         0.162  mif1       32          19
## 1865  0.1162005      109.1121         0.162 start       33          19
## 1866  0.1162005      109.1121         0.162  mif1       33          19
## 1867  0.1162005      109.1121         0.162 start       34          19
## 1868  0.1162005      109.1121         0.162  mif1       34          19
## 1869  0.1162005      109.1121         0.162 start       35          19
## 1870  0.1162005      109.1121         0.162  mif1       35          19
## 1871  0.1162005      109.1121         0.162 start       36          19
## 1872  0.1162005      109.1121         0.162  mif1       36          19
## 1873  0.1162005      109.1121         0.162 start       37          19
## 1874  0.1162005      109.1121         0.162  mif1       37          19
## 1875  0.1162005      109.1121         0.162 start       38          19
## 1876  0.1162005      109.1121         0.162  mif1       38          19
## 1877  0.1162005      109.1121         0.162 start       39          19
## 1878  0.1162005      109.1121         0.162  mif1       39          19
## 1879  0.1162005      109.1121         0.162 start       40          19
## 1880  0.1162005      109.1121         0.162  mif1       40          19
## 1881  0.1162005      109.1121         0.162 start       41          19
## 1882  0.1162005      109.1121         0.162  mif1       41          19
## 1883  0.1162005      109.1121         0.162 start       42          19
## 1884  0.1162005      109.1121         0.162  mif1       42          19
## 1885  0.1162005      109.1121         0.162 start       43          19
## 1886  0.1162005      109.1121         0.162  mif1       43          19
## 1887  0.1162005      109.1121         0.162 start       44          19
## 1888  0.1162005      109.1121         0.162  mif1       44          19
## 1889  0.1162005      109.1121         0.162 start       45          19
## 1890  0.1162005      109.1121         0.162  mif1       45          19
## 1891  0.1162005      109.1121         0.162 start       46          19
## 1892  0.1162005      109.1121         0.162  mif1       46          19
## 1893  0.1162005      109.1121         0.162 start       47          19
## 1894  0.1162005      109.1121         0.162  mif1       47          19
## 1895  0.1162005      109.1121         0.162 start       48          19
## 1896  0.1162005      109.1121         0.162  mif1       48          19
## 1897  0.1162005      109.1121         0.162 start       49          19
## 1898  0.1162005      109.1121         0.162  mif1       49          19
## 1899  0.1162005      109.1121         0.162 start       50          19
## 1900  0.1162005      109.1121         0.162  mif1       50          19
## 1901  0.1162005      109.1121         0.162 start        1          20
## 1902  0.1162005      109.1121         0.162  mif1        1          20
## 1903  0.1162005      109.1121         0.162 start        2          20
## 1904  0.1162005      109.1121         0.162  mif1        2          20
## 1905  0.1162005      109.1121         0.162 start        3          20
## 1906  0.1162005      109.1121         0.162  mif1        3          20
## 1907  0.1162005      109.1121         0.162 start        4          20
## 1908  0.1162005      109.1121         0.162  mif1        4          20
## 1909  0.1162005      109.1121         0.162 start        5          20
## 1910  0.1162005      109.1121         0.162  mif1        5          20
## 1911  0.1162005      109.1121         0.162 start        6          20
## 1912  0.1162005      109.1121         0.162  mif1        6          20
## 1913  0.1162005      109.1121         0.162 start        7          20
## 1914  0.1162005      109.1121         0.162  mif1        7          20
## 1915  0.1162005      109.1121         0.162 start        8          20
## 1916  0.1162005      109.1121         0.162  mif1        8          20
## 1917  0.1162005      109.1121         0.162 start        9          20
## 1918  0.1162005      109.1121         0.162  mif1        9          20
## 1919  0.1162005      109.1121         0.162 start       10          20
## 1920  0.1162005      109.1121         0.162  mif1       10          20
## 1921  0.1162005      109.1121         0.162 start       11          20
## 1922  0.1162005      109.1121         0.162  mif1       11          20
## 1923  0.1162005      109.1121         0.162 start       12          20
## 1924  0.1162005      109.1121         0.162  mif1       12          20
## 1925  0.1162005      109.1121         0.162 start       13          20
## 1926  0.1162005      109.1121         0.162  mif1       13          20
## 1927  0.1162005      109.1121         0.162 start       14          20
## 1928  0.1162005      109.1121         0.162  mif1       14          20
## 1929  0.1162005      109.1121         0.162 start       15          20
## 1930  0.1162005      109.1121         0.162  mif1       15          20
## 1931  0.1162005      109.1121         0.162 start       16          20
## 1932  0.1162005      109.1121         0.162  mif1       16          20
## 1933  0.1162005      109.1121         0.162 start       17          20
## 1934  0.1162005      109.1121         0.162  mif1       17          20
## 1935  0.1162005      109.1121         0.162 start       18          20
## 1936  0.1162005      109.1121         0.162  mif1       18          20
## 1937  0.1162005      109.1121         0.162 start       19          20
## 1938  0.1162005      109.1121         0.162  mif1       19          20
## 1939  0.1162005      109.1121         0.162 start       20          20
## 1940  0.1162005      109.1121         0.162  mif1       20          20
## 1941  0.1162005      109.1121         0.162 start       21          20
## 1942  0.1162005      109.1121         0.162  mif1       21          20
## 1943  0.1162005      109.1121         0.162 start       22          20
## 1944  0.1162005      109.1121         0.162  mif1       22          20
## 1945  0.1162005      109.1121         0.162 start       23          20
## 1946  0.1162005      109.1121         0.162  mif1       23          20
## 1947  0.1162005      109.1121         0.162 start       24          20
## 1948  0.1162005      109.1121         0.162  mif1       24          20
## 1949  0.1162005      109.1121         0.162 start       25          20
## 1950  0.1162005      109.1121         0.162  mif1       25          20
## 1951  0.1162005      109.1121         0.162 start       26          20
## 1952  0.1162005      109.1121         0.162  mif1       26          20
## 1953  0.1162005      109.1121         0.162 start       27          20
## 1954  0.1162005      109.1121         0.162  mif1       27          20
## 1955  0.1162005      109.1121         0.162 start       28          20
## 1956  0.1162005      109.1121         0.162  mif1       28          20
## 1957  0.1162005      109.1121         0.162 start       29          20
## 1958  0.1162005      109.1121         0.162  mif1       29          20
## 1959  0.1162005      109.1121         0.162 start       30          20
## 1960  0.1162005      109.1121         0.162  mif1       30          20
## 1961  0.1162005      109.1121         0.162 start       31          20
## 1962  0.1162005      109.1121         0.162  mif1       31          20
## 1963  0.1162005      109.1121         0.162 start       32          20
## 1964  0.1162005      109.1121         0.162  mif1       32          20
## 1965  0.1162005      109.1121         0.162 start       33          20
## 1966  0.1162005      109.1121         0.162  mif1       33          20
## 1967  0.1162005      109.1121         0.162 start       34          20
## 1968  0.1162005      109.1121         0.162  mif1       34          20
## 1969  0.1162005      109.1121         0.162 start       35          20
## 1970  0.1162005      109.1121         0.162  mif1       35          20
## 1971  0.1162005      109.1121         0.162 start       36          20
## 1972  0.1162005      109.1121         0.162  mif1       36          20
## 1973  0.1162005      109.1121         0.162 start       37          20
## 1974  0.1162005      109.1121         0.162  mif1       37          20
## 1975  0.1162005      109.1121         0.162 start       38          20
## 1976  0.1162005      109.1121         0.162  mif1       38          20
## 1977  0.1162005      109.1121         0.162 start       39          20
## 1978  0.1162005      109.1121         0.162  mif1       39          20
## 1979  0.1162005      109.1121         0.162 start       40          20
## 1980  0.1162005      109.1121         0.162  mif1       40          20
## 1981  0.1162005      109.1121         0.162 start       41          20
## 1982  0.1162005      109.1121         0.162  mif1       41          20
## 1983  0.1162005      109.1121         0.162 start       42          20
## 1984  0.1162005      109.1121         0.162  mif1       42          20
## 1985  0.1162005      109.1121         0.162 start       43          20
## 1986  0.1162005      109.1121         0.162  mif1       43          20
## 1987  0.1162005      109.1121         0.162 start       44          20
## 1988  0.1162005      109.1121         0.162  mif1       44          20
## 1989  0.1162005      109.1121         0.162 start       45          20
## 1990  0.1162005      109.1121         0.162  mif1       45          20
## 1991  0.1162005      109.1121         0.162 start       46          20
## 1992  0.1162005      109.1121         0.162  mif1       46          20
## 1993  0.1162005      109.1121         0.162 start       47          20
## 1994  0.1162005      109.1121         0.162  mif1       47          20
## 1995  0.1162005      109.1121         0.162 start       48          20
## 1996  0.1162005      109.1121         0.162  mif1       48          20
## 1997  0.1162005      109.1121         0.162 start       49          20
## 1998  0.1162005      109.1121         0.162  mif1       49          20
## 1999  0.1162005      109.1121         0.162 start       50          20
## 2000  0.1162005      109.1121         0.162  mif1       50          20
## 2001  0.1162005      109.1121         0.162 start        1          21
## 2002  0.1162005      109.1121         0.162  mif1        1          21
## 2003  0.1162005      109.1121         0.162 start        2          21
## 2004  0.1162005      109.1121         0.162  mif1        2          21
## 2005  0.1162005      109.1121         0.162 start        3          21
## 2006  0.1162005      109.1121         0.162  mif1        3          21
## 2007  0.1162005      109.1121         0.162 start        4          21
## 2008  0.1162005      109.1121         0.162  mif1        4          21
## 2009  0.1162005      109.1121         0.162 start        5          21
## 2010  0.1162005      109.1121         0.162  mif1        5          21
## 2011  0.1162005      109.1121         0.162 start        6          21
## 2012  0.1162005      109.1121         0.162  mif1        6          21
## 2013  0.1162005      109.1121         0.162 start        7          21
## 2014  0.1162005      109.1121         0.162  mif1        7          21
## 2015  0.1162005      109.1121         0.162 start        8          21
## 2016  0.1162005      109.1121         0.162  mif1        8          21
## 2017  0.1162005      109.1121         0.162 start        9          21
## 2018  0.1162005      109.1121         0.162  mif1        9          21
## 2019  0.1162005      109.1121         0.162 start       10          21
## 2020  0.1162005      109.1121         0.162  mif1       10          21
## 2021  0.1162005      109.1121         0.162 start       11          21
## 2022  0.1162005      109.1121         0.162  mif1       11          21
## 2023  0.1162005      109.1121         0.162 start       12          21
## 2024  0.1162005      109.1121         0.162  mif1       12          21
## 2025  0.1162005      109.1121         0.162 start       13          21
## 2026  0.1162005      109.1121         0.162  mif1       13          21
## 2027  0.1162005      109.1121         0.162 start       14          21
## 2028  0.1162005      109.1121         0.162  mif1       14          21
## 2029  0.1162005      109.1121         0.162 start       15          21
## 2030  0.1162005      109.1121         0.162  mif1       15          21
## 2031  0.1162005      109.1121         0.162 start       16          21
## 2032  0.1162005      109.1121         0.162  mif1       16          21
## 2033  0.1162005      109.1121         0.162 start       17          21
## 2034  0.1162005      109.1121         0.162  mif1       17          21
## 2035  0.1162005      109.1121         0.162 start       18          21
## 2036  0.1162005      109.1121         0.162  mif1       18          21
## 2037  0.1162005      109.1121         0.162 start       19          21
## 2038  0.1162005      109.1121         0.162  mif1       19          21
## 2039  0.1162005      109.1121         0.162 start       20          21
## 2040  0.1162005      109.1121         0.162  mif1       20          21
## 2041  0.1162005      109.1121         0.162 start       21          21
## 2042  0.1162005      109.1121         0.162  mif1       21          21
## 2043  0.1162005      109.1121         0.162 start       22          21
## 2044  0.1162005      109.1121         0.162  mif1       22          21
## 2045  0.1162005      109.1121         0.162 start       23          21
## 2046  0.1162005      109.1121         0.162  mif1       23          21
## 2047  0.1162005      109.1121         0.162 start       24          21
## 2048  0.1162005      109.1121         0.162  mif1       24          21
## 2049  0.1162005      109.1121         0.162 start       25          21
## 2050  0.1162005      109.1121         0.162  mif1       25          21
## 2051  0.1162005      109.1121         0.162 start       26          21
## 2052  0.1162005      109.1121         0.162  mif1       26          21
## 2053  0.1162005      109.1121         0.162 start       27          21
## 2054  0.1162005      109.1121         0.162  mif1       27          21
## 2055  0.1162005      109.1121         0.162 start       28          21
## 2056  0.1162005      109.1121         0.162  mif1       28          21
## 2057  0.1162005      109.1121         0.162 start       29          21
## 2058  0.1162005      109.1121         0.162  mif1       29          21
## 2059  0.1162005      109.1121         0.162 start       30          21
## 2060  0.1162005      109.1121         0.162  mif1       30          21
## 2061  0.1162005      109.1121         0.162 start       31          21
## 2062  0.1162005      109.1121         0.162  mif1       31          21
## 2063  0.1162005      109.1121         0.162 start       32          21
## 2064  0.1162005      109.1121         0.162  mif1       32          21
## 2065  0.1162005      109.1121         0.162 start       33          21
## 2066  0.1162005      109.1121         0.162  mif1       33          21
## 2067  0.1162005      109.1121         0.162 start       34          21
## 2068  0.1162005      109.1121         0.162  mif1       34          21
## 2069  0.1162005      109.1121         0.162 start       35          21
## 2070  0.1162005      109.1121         0.162  mif1       35          21
## 2071  0.1162005      109.1121         0.162 start       36          21
## 2072  0.1162005      109.1121         0.162  mif1       36          21
## 2073  0.1162005      109.1121         0.162 start       37          21
## 2074  0.1162005      109.1121         0.162  mif1       37          21
## 2075  0.1162005      109.1121         0.162 start       38          21
## 2076  0.1162005      109.1121         0.162  mif1       38          21
## 2077  0.1162005      109.1121         0.162 start       39          21
## 2078  0.1162005      109.1121         0.162  mif1       39          21
## 2079  0.1162005      109.1121         0.162 start       40          21
## 2080  0.1162005      109.1121         0.162  mif1       40          21
## 2081  0.1162005      109.1121         0.162 start       41          21
## 2082  0.1162005      109.1121         0.162  mif1       41          21
## 2083  0.1162005      109.1121         0.162 start       42          21
## 2084  0.1162005      109.1121         0.162  mif1       42          21
## 2085  0.1162005      109.1121         0.162 start       43          21
## 2086  0.1162005      109.1121         0.162  mif1       43          21
## 2087  0.1162005      109.1121         0.162 start       44          21
## 2088  0.1162005      109.1121         0.162  mif1       44          21
## 2089  0.1162005      109.1121         0.162 start       45          21
## 2090  0.1162005      109.1121         0.162  mif1       45          21
## 2091  0.1162005      109.1121         0.162 start       46          21
## 2092  0.1162005      109.1121         0.162  mif1       46          21
## 2093  0.1162005      109.1121         0.162 start       47          21
## 2094  0.1162005      109.1121         0.162  mif1       47          21
## 2095  0.1162005      109.1121         0.162 start       48          21
## 2096  0.1162005      109.1121         0.162  mif1       48          21
## 2097  0.1162005      109.1121         0.162 start       49          21
## 2098  0.1162005      109.1121         0.162  mif1       49          21
## 2099  0.1162005      109.1121         0.162 start       50          21
## 2100  0.1162005      109.1121         0.162  mif1       50          21
## 2101  0.1162005      109.1121         0.162 start        1          22
## 2102  0.1162005      109.1121         0.162  mif1        1          22
## 2103  0.1162005      109.1121         0.162 start        2          22
## 2104  0.1162005      109.1121         0.162  mif1        2          22
## 2105  0.1162005      109.1121         0.162 start        3          22
## 2106  0.1162005      109.1121         0.162  mif1        3          22
## 2107  0.1162005      109.1121         0.162 start        4          22
## 2108  0.1162005      109.1121         0.162  mif1        4          22
## 2109  0.1162005      109.1121         0.162 start        5          22
## 2110  0.1162005      109.1121         0.162  mif1        5          22
## 2111  0.1162005      109.1121         0.162 start        6          22
## 2112  0.1162005      109.1121         0.162  mif1        6          22
## 2113  0.1162005      109.1121         0.162 start        7          22
## 2114  0.1162005      109.1121         0.162  mif1        7          22
## 2115  0.1162005      109.1121         0.162 start        8          22
## 2116  0.1162005      109.1121         0.162  mif1        8          22
## 2117  0.1162005      109.1121         0.162 start        9          22
## 2118  0.1162005      109.1121         0.162  mif1        9          22
## 2119  0.1162005      109.1121         0.162 start       10          22
## 2120  0.1162005      109.1121         0.162  mif1       10          22
## 2121  0.1162005      109.1121         0.162 start       11          22
## 2122  0.1162005      109.1121         0.162  mif1       11          22
## 2123  0.1162005      109.1121         0.162 start       12          22
## 2124  0.1162005      109.1121         0.162  mif1       12          22
## 2125  0.1162005      109.1121         0.162 start       13          22
## 2126  0.1162005      109.1121         0.162  mif1       13          22
## 2127  0.1162005      109.1121         0.162 start       14          22
## 2128  0.1162005      109.1121         0.162  mif1       14          22
## 2129  0.1162005      109.1121         0.162 start       15          22
## 2130  0.1162005      109.1121         0.162  mif1       15          22
## 2131  0.1162005      109.1121         0.162 start       16          22
## 2132  0.1162005      109.1121         0.162  mif1       16          22
## 2133  0.1162005      109.1121         0.162 start       17          22
## 2134  0.1162005      109.1121         0.162  mif1       17          22
## 2135  0.1162005      109.1121         0.162 start       18          22
## 2136  0.1162005      109.1121         0.162  mif1       18          22
## 2137  0.1162005      109.1121         0.162 start       19          22
## 2138  0.1162005      109.1121         0.162  mif1       19          22
## 2139  0.1162005      109.1121         0.162 start       20          22
## 2140  0.1162005      109.1121         0.162  mif1       20          22
## 2141  0.1162005      109.1121         0.162 start       21          22
## 2142  0.1162005      109.1121         0.162  mif1       21          22
## 2143  0.1162005      109.1121         0.162 start       22          22
## 2144  0.1162005      109.1121         0.162  mif1       22          22
## 2145  0.1162005      109.1121         0.162 start       23          22
## 2146  0.1162005      109.1121         0.162  mif1       23          22
## 2147  0.1162005      109.1121         0.162 start       24          22
## 2148  0.1162005      109.1121         0.162  mif1       24          22
## 2149  0.1162005      109.1121         0.162 start       25          22
## 2150  0.1162005      109.1121         0.162  mif1       25          22
## 2151  0.1162005      109.1121         0.162 start       26          22
## 2152  0.1162005      109.1121         0.162  mif1       26          22
## 2153  0.1162005      109.1121         0.162 start       27          22
## 2154  0.1162005      109.1121         0.162  mif1       27          22
## 2155  0.1162005      109.1121         0.162 start       28          22
## 2156  0.1162005      109.1121         0.162  mif1       28          22
## 2157  0.1162005      109.1121         0.162 start       29          22
## 2158  0.1162005      109.1121         0.162  mif1       29          22
## 2159  0.1162005      109.1121         0.162 start       30          22
## 2160  0.1162005      109.1121         0.162  mif1       30          22
## 2161  0.1162005      109.1121         0.162 start       31          22
## 2162  0.1162005      109.1121         0.162  mif1       31          22
## 2163  0.1162005      109.1121         0.162 start       32          22
## 2164  0.1162005      109.1121         0.162  mif1       32          22
## 2165  0.1162005      109.1121         0.162 start       33          22
## 2166  0.1162005      109.1121         0.162  mif1       33          22
## 2167  0.1162005      109.1121         0.162 start       34          22
## 2168  0.1162005      109.1121         0.162  mif1       34          22
## 2169  0.1162005      109.1121         0.162 start       35          22
## 2170  0.1162005      109.1121         0.162  mif1       35          22
## 2171  0.1162005      109.1121         0.162 start       36          22
## 2172  0.1162005      109.1121         0.162  mif1       36          22
## 2173  0.1162005      109.1121         0.162 start       37          22
## 2174  0.1162005      109.1121         0.162  mif1       37          22
## 2175  0.1162005      109.1121         0.162 start       38          22
## 2176  0.1162005      109.1121         0.162  mif1       38          22
## 2177  0.1162005      109.1121         0.162 start       39          22
## 2178  0.1162005      109.1121         0.162  mif1       39          22
## 2179  0.1162005      109.1121         0.162 start       40          22
## 2180  0.1162005      109.1121         0.162  mif1       40          22
## 2181  0.1162005      109.1121         0.162 start       41          22
## 2182  0.1162005      109.1121         0.162  mif1       41          22
## 2183  0.1162005      109.1121         0.162 start       42          22
## 2184  0.1162005      109.1121         0.162  mif1       42          22
## 2185  0.1162005      109.1121         0.162 start       43          22
## 2186  0.1162005      109.1121         0.162  mif1       43          22
## 2187  0.1162005      109.1121         0.162 start       44          22
## 2188  0.1162005      109.1121         0.162  mif1       44          22
## 2189  0.1162005      109.1121         0.162 start       45          22
## 2190  0.1162005      109.1121         0.162  mif1       45          22
## 2191  0.1162005      109.1121         0.162 start       46          22
## 2192  0.1162005      109.1121         0.162  mif1       46          22
## 2193  0.1162005      109.1121         0.162 start       47          22
## 2194  0.1162005      109.1121         0.162  mif1       47          22
## 2195  0.1162005      109.1121         0.162 start       48          22
## 2196  0.1162005      109.1121         0.162  mif1       48          22
## 2197  0.1162005      109.1121         0.162 start       49          22
## 2198  0.1162005      109.1121         0.162  mif1       49          22
## 2199  0.1162005      109.1121         0.162 start       50          22
## 2200  0.1162005      109.1121         0.162  mif1       50          22
## 2201  0.1162005      109.1121         0.162 start        1          23
## 2202  0.1162005      109.1121         0.162  mif1        1          23
## 2203  0.1162005      109.1121         0.162 start        2          23
## 2204  0.1162005      109.1121         0.162  mif1        2          23
## 2205  0.1162005      109.1121         0.162 start        3          23
## 2206  0.1162005      109.1121         0.162  mif1        3          23
## 2207  0.1162005      109.1121         0.162 start        4          23
## 2208  0.1162005      109.1121         0.162  mif1        4          23
## 2209  0.1162005      109.1121         0.162 start        5          23
## 2210  0.1162005      109.1121         0.162  mif1        5          23
## 2211  0.1162005      109.1121         0.162 start        6          23
## 2212  0.1162005      109.1121         0.162  mif1        6          23
## 2213  0.1162005      109.1121         0.162 start        7          23
## 2214  0.1162005      109.1121         0.162  mif1        7          23
## 2215  0.1162005      109.1121         0.162 start        8          23
## 2216  0.1162005      109.1121         0.162  mif1        8          23
## 2217  0.1162005      109.1121         0.162 start        9          23
## 2218  0.1162005      109.1121         0.162  mif1        9          23
## 2219  0.1162005      109.1121         0.162 start       10          23
## 2220  0.1162005      109.1121         0.162  mif1       10          23
## 2221  0.1162005      109.1121         0.162 start       11          23
## 2222  0.1162005      109.1121         0.162  mif1       11          23
## 2223  0.1162005      109.1121         0.162 start       12          23
## 2224  0.1162005      109.1121         0.162  mif1       12          23
## 2225  0.1162005      109.1121         0.162 start       13          23
## 2226  0.1162005      109.1121         0.162  mif1       13          23
## 2227  0.1162005      109.1121         0.162 start       14          23
## 2228  0.1162005      109.1121         0.162  mif1       14          23
## 2229  0.1162005      109.1121         0.162 start       15          23
## 2230  0.1162005      109.1121         0.162  mif1       15          23
## 2231  0.1162005      109.1121         0.162 start       16          23
## 2232  0.1162005      109.1121         0.162  mif1       16          23
## 2233  0.1162005      109.1121         0.162 start       17          23
## 2234  0.1162005      109.1121         0.162  mif1       17          23
## 2235  0.1162005      109.1121         0.162 start       18          23
## 2236  0.1162005      109.1121         0.162  mif1       18          23
## 2237  0.1162005      109.1121         0.162 start       19          23
## 2238  0.1162005      109.1121         0.162  mif1       19          23
## 2239  0.1162005      109.1121         0.162 start       20          23
## 2240  0.1162005      109.1121         0.162  mif1       20          23
## 2241  0.1162005      109.1121         0.162 start       21          23
## 2242  0.1162005      109.1121         0.162  mif1       21          23
## 2243  0.1162005      109.1121         0.162 start       22          23
## 2244  0.1162005      109.1121         0.162  mif1       22          23
## 2245  0.1162005      109.1121         0.162 start       23          23
## 2246  0.1162005      109.1121         0.162  mif1       23          23
## 2247  0.1162005      109.1121         0.162 start       24          23
## 2248  0.1162005      109.1121         0.162  mif1       24          23
## 2249  0.1162005      109.1121         0.162 start       25          23
## 2250  0.1162005      109.1121         0.162  mif1       25          23
## 2251  0.1162005      109.1121         0.162 start       26          23
## 2252  0.1162005      109.1121         0.162  mif1       26          23
## 2253  0.1162005      109.1121         0.162 start       27          23
## 2254  0.1162005      109.1121         0.162  mif1       27          23
## 2255  0.1162005      109.1121         0.162 start       28          23
## 2256  0.1162005      109.1121         0.162  mif1       28          23
## 2257  0.1162005      109.1121         0.162 start       29          23
## 2258  0.1162005      109.1121         0.162  mif1       29          23
## 2259  0.1162005      109.1121         0.162 start       30          23
## 2260  0.1162005      109.1121         0.162  mif1       30          23
## 2261  0.1162005      109.1121         0.162 start       31          23
## 2262  0.1162005      109.1121         0.162  mif1       31          23
## 2263  0.1162005      109.1121         0.162 start       32          23
## 2264  0.1162005      109.1121         0.162  mif1       32          23
## 2265  0.1162005      109.1121         0.162 start       33          23
## 2266  0.1162005      109.1121         0.162  mif1       33          23
## 2267  0.1162005      109.1121         0.162 start       34          23
## 2268  0.1162005      109.1121         0.162  mif1       34          23
## 2269  0.1162005      109.1121         0.162 start       35          23
## 2270  0.1162005      109.1121         0.162  mif1       35          23
## 2271  0.1162005      109.1121         0.162 start       36          23
## 2272  0.1162005      109.1121         0.162  mif1       36          23
## 2273  0.1162005      109.1121         0.162 start       37          23
## 2274  0.1162005      109.1121         0.162  mif1       37          23
## 2275  0.1162005      109.1121         0.162 start       38          23
## 2276  0.1162005      109.1121         0.162  mif1       38          23
## 2277  0.1162005      109.1121         0.162 start       39          23
## 2278  0.1162005      109.1121         0.162  mif1       39          23
## 2279  0.1162005      109.1121         0.162 start       40          23
## 2280  0.1162005      109.1121         0.162  mif1       40          23
## 2281  0.1162005      109.1121         0.162 start       41          23
## 2282  0.1162005      109.1121         0.162  mif1       41          23
## 2283  0.1162005      109.1121         0.162 start       42          23
## 2284  0.1162005      109.1121         0.162  mif1       42          23
## 2285  0.1162005      109.1121         0.162 start       43          23
## 2286  0.1162005      109.1121         0.162  mif1       43          23
## 2287  0.1162005      109.1121         0.162 start       44          23
## 2288  0.1162005      109.1121         0.162  mif1       44          23
## 2289  0.1162005      109.1121         0.162 start       45          23
## 2290  0.1162005      109.1121         0.162  mif1       45          23
## 2291  0.1162005      109.1121         0.162 start       46          23
## 2292  0.1162005      109.1121         0.162  mif1       46          23
## 2293  0.1162005      109.1121         0.162 start       47          23
## 2294  0.1162005      109.1121         0.162  mif1       47          23
## 2295  0.1162005      109.1121         0.162 start       48          23
## 2296  0.1162005      109.1121         0.162  mif1       48          23
## 2297  0.1162005      109.1121         0.162 start       49          23
## 2298  0.1162005      109.1121         0.162  mif1       49          23
## 2299  0.1162005      109.1121         0.162 start       50          23
## 2300  0.1162005      109.1121         0.162  mif1       50          23
## 2301  0.1162005      109.1121         0.162 start        1          24
## 2302  0.1162005      109.1121         0.162  mif1        1          24
## 2303  0.1162005      109.1121         0.162 start        2          24
## 2304  0.1162005      109.1121         0.162  mif1        2          24
## 2305  0.1162005      109.1121         0.162 start        3          24
## 2306  0.1162005      109.1121         0.162  mif1        3          24
## 2307  0.1162005      109.1121         0.162 start        4          24
## 2308  0.1162005      109.1121         0.162  mif1        4          24
## 2309  0.1162005      109.1121         0.162 start        5          24
## 2310  0.1162005      109.1121         0.162  mif1        5          24
## 2311  0.1162005      109.1121         0.162 start        6          24
## 2312  0.1162005      109.1121         0.162  mif1        6          24
## 2313  0.1162005      109.1121         0.162 start        7          24
## 2314  0.1162005      109.1121         0.162  mif1        7          24
## 2315  0.1162005      109.1121         0.162 start        8          24
## 2316  0.1162005      109.1121         0.162  mif1        8          24
## 2317  0.1162005      109.1121         0.162 start        9          24
## 2318  0.1162005      109.1121         0.162  mif1        9          24
## 2319  0.1162005      109.1121         0.162 start       10          24
## 2320  0.1162005      109.1121         0.162  mif1       10          24
## 2321  0.1162005      109.1121         0.162 start       11          24
## 2322  0.1162005      109.1121         0.162  mif1       11          24
## 2323  0.1162005      109.1121         0.162 start       12          24
## 2324  0.1162005      109.1121         0.162  mif1       12          24
## 2325  0.1162005      109.1121         0.162 start       13          24
## 2326  0.1162005      109.1121         0.162  mif1       13          24
## 2327  0.1162005      109.1121         0.162 start       14          24
## 2328  0.1162005      109.1121         0.162  mif1       14          24
## 2329  0.1162005      109.1121         0.162 start       15          24
## 2330  0.1162005      109.1121         0.162  mif1       15          24
## 2331  0.1162005      109.1121         0.162 start       16          24
## 2332  0.1162005      109.1121         0.162  mif1       16          24
## 2333  0.1162005      109.1121         0.162 start       17          24
## 2334  0.1162005      109.1121         0.162  mif1       17          24
## 2335  0.1162005      109.1121         0.162 start       18          24
## 2336  0.1162005      109.1121         0.162  mif1       18          24
## 2337  0.1162005      109.1121         0.162 start       19          24
## 2338  0.1162005      109.1121         0.162  mif1       19          24
## 2339  0.1162005      109.1121         0.162 start       20          24
## 2340  0.1162005      109.1121         0.162  mif1       20          24
## 2341  0.1162005      109.1121         0.162 start       21          24
## 2342  0.1162005      109.1121         0.162  mif1       21          24
## 2343  0.1162005      109.1121         0.162 start       22          24
## 2344  0.1162005      109.1121         0.162  mif1       22          24
## 2345  0.1162005      109.1121         0.162 start       23          24
## 2346  0.1162005      109.1121         0.162  mif1       23          24
## 2347  0.1162005      109.1121         0.162 start       24          24
## 2348  0.1162005      109.1121         0.162  mif1       24          24
## 2349  0.1162005      109.1121         0.162 start       25          24
## 2350  0.1162005      109.1121         0.162  mif1       25          24
## 2351  0.1162005      109.1121         0.162 start       26          24
## 2352  0.1162005      109.1121         0.162  mif1       26          24
## 2353  0.1162005      109.1121         0.162 start       27          24
## 2354  0.1162005      109.1121         0.162  mif1       27          24
## 2355  0.1162005      109.1121         0.162 start       28          24
## 2356  0.1162005      109.1121         0.162  mif1       28          24
## 2357  0.1162005      109.1121         0.162 start       29          24
## 2358  0.1162005      109.1121         0.162  mif1       29          24
## 2359  0.1162005      109.1121         0.162 start       30          24
## 2360  0.1162005      109.1121         0.162  mif1       30          24
## 2361  0.1162005      109.1121         0.162 start       31          24
## 2362  0.1162005      109.1121         0.162  mif1       31          24
## 2363  0.1162005      109.1121         0.162 start       32          24
## 2364  0.1162005      109.1121         0.162  mif1       32          24
## 2365  0.1162005      109.1121         0.162 start       33          24
## 2366  0.1162005      109.1121         0.162  mif1       33          24
## 2367  0.1162005      109.1121         0.162 start       34          24
## 2368  0.1162005      109.1121         0.162  mif1       34          24
## 2369  0.1162005      109.1121         0.162 start       35          24
## 2370  0.1162005      109.1121         0.162  mif1       35          24
## 2371  0.1162005      109.1121         0.162 start       36          24
## 2372  0.1162005      109.1121         0.162  mif1       36          24
## 2373  0.1162005      109.1121         0.162 start       37          24
## 2374  0.1162005      109.1121         0.162  mif1       37          24
## 2375  0.1162005      109.1121         0.162 start       38          24
## 2376  0.1162005      109.1121         0.162  mif1       38          24
## 2377  0.1162005      109.1121         0.162 start       39          24
## 2378  0.1162005      109.1121         0.162  mif1       39          24
## 2379  0.1162005      109.1121         0.162 start       40          24
## 2380  0.1162005      109.1121         0.162  mif1       40          24
## 2381  0.1162005      109.1121         0.162 start       41          24
## 2382  0.1162005      109.1121         0.162  mif1       41          24
## 2383  0.1162005      109.1121         0.162 start       42          24
## 2384  0.1162005      109.1121         0.162  mif1       42          24
## 2385  0.1162005      109.1121         0.162 start       43          24
## 2386  0.1162005      109.1121         0.162  mif1       43          24
## 2387  0.1162005      109.1121         0.162 start       44          24
## 2388  0.1162005      109.1121         0.162  mif1       44          24
## 2389  0.1162005      109.1121         0.162 start       45          24
## 2390  0.1162005      109.1121         0.162  mif1       45          24
## 2391  0.1162005      109.1121         0.162 start       46          24
## 2392  0.1162005      109.1121         0.162  mif1       46          24
## 2393  0.1162005      109.1121         0.162 start       47          24
## 2394  0.1162005      109.1121         0.162  mif1       47          24
## 2395  0.1162005      109.1121         0.162 start       48          24
## 2396  0.1162005      109.1121         0.162  mif1       48          24
## 2397  0.1162005      109.1121         0.162 start       49          24
## 2398  0.1162005      109.1121         0.162  mif1       49          24
## 2399  0.1162005      109.1121         0.162 start       50          24
## 2400  0.1162005      109.1121         0.162  mif1       50          24
## 2401  0.1162005      109.1121         0.162 start        1          25
## 2402  0.1162005      109.1121         0.162  mif1        1          25
## 2403  0.1162005      109.1121         0.162 start        2          25
## 2404  0.1162005      109.1121         0.162  mif1        2          25
## 2405  0.1162005      109.1121         0.162 start        3          25
## 2406  0.1162005      109.1121         0.162  mif1        3          25
## 2407  0.1162005      109.1121         0.162 start        4          25
## 2408  0.1162005      109.1121         0.162  mif1        4          25
## 2409  0.1162005      109.1121         0.162 start        5          25
## 2410  0.1162005      109.1121         0.162  mif1        5          25
## 2411  0.1162005      109.1121         0.162 start        6          25
## 2412  0.1162005      109.1121         0.162  mif1        6          25
## 2413  0.1162005      109.1121         0.162 start        7          25
## 2414  0.1162005      109.1121         0.162  mif1        7          25
## 2415  0.1162005      109.1121         0.162 start        8          25
## 2416  0.1162005      109.1121         0.162  mif1        8          25
## 2417  0.1162005      109.1121         0.162 start        9          25
## 2418  0.1162005      109.1121         0.162  mif1        9          25
## 2419  0.1162005      109.1121         0.162 start       10          25
## 2420  0.1162005      109.1121         0.162  mif1       10          25
## 2421  0.1162005      109.1121         0.162 start       11          25
## 2422  0.1162005      109.1121         0.162  mif1       11          25
## 2423  0.1162005      109.1121         0.162 start       12          25
## 2424  0.1162005      109.1121         0.162  mif1       12          25
## 2425  0.1162005      109.1121         0.162 start       13          25
## 2426  0.1162005      109.1121         0.162  mif1       13          25
## 2427  0.1162005      109.1121         0.162 start       14          25
## 2428  0.1162005      109.1121         0.162  mif1       14          25
## 2429  0.1162005      109.1121         0.162 start       15          25
## 2430  0.1162005      109.1121         0.162  mif1       15          25
## 2431  0.1162005      109.1121         0.162 start       16          25
## 2432  0.1162005      109.1121         0.162  mif1       16          25
## 2433  0.1162005      109.1121         0.162 start       17          25
## 2434  0.1162005      109.1121         0.162  mif1       17          25
## 2435  0.1162005      109.1121         0.162 start       18          25
## 2436  0.1162005      109.1121         0.162  mif1       18          25
## 2437  0.1162005      109.1121         0.162 start       19          25
## 2438  0.1162005      109.1121         0.162  mif1       19          25
## 2439  0.1162005      109.1121         0.162 start       20          25
## 2440  0.1162005      109.1121         0.162  mif1       20          25
## 2441  0.1162005      109.1121         0.162 start       21          25
## 2442  0.1162005      109.1121         0.162  mif1       21          25
## 2443  0.1162005      109.1121         0.162 start       22          25
## 2444  0.1162005      109.1121         0.162  mif1       22          25
## 2445  0.1162005      109.1121         0.162 start       23          25
## 2446  0.1162005      109.1121         0.162  mif1       23          25
## 2447  0.1162005      109.1121         0.162 start       24          25
## 2448  0.1162005      109.1121         0.162  mif1       24          25
## 2449  0.1162005      109.1121         0.162 start       25          25
## 2450  0.1162005      109.1121         0.162  mif1       25          25
## 2451  0.1162005      109.1121         0.162 start       26          25
## 2452  0.1162005      109.1121         0.162  mif1       26          25
## 2453  0.1162005      109.1121         0.162 start       27          25
## 2454  0.1162005      109.1121         0.162  mif1       27          25
## 2455  0.1162005      109.1121         0.162 start       28          25
## 2456  0.1162005      109.1121         0.162  mif1       28          25
## 2457  0.1162005      109.1121         0.162 start       29          25
## 2458  0.1162005      109.1121         0.162  mif1       29          25
## 2459  0.1162005      109.1121         0.162 start       30          25
## 2460  0.1162005      109.1121         0.162  mif1       30          25
## 2461  0.1162005      109.1121         0.162 start       31          25
## 2462  0.1162005      109.1121         0.162  mif1       31          25
## 2463  0.1162005      109.1121         0.162 start       32          25
## 2464  0.1162005      109.1121         0.162  mif1       32          25
## 2465  0.1162005      109.1121         0.162 start       33          25
## 2466  0.1162005      109.1121         0.162  mif1       33          25
## 2467  0.1162005      109.1121         0.162 start       34          25
## 2468  0.1162005      109.1121         0.162  mif1       34          25
## 2469  0.1162005      109.1121         0.162 start       35          25
## 2470  0.1162005      109.1121         0.162  mif1       35          25
## 2471  0.1162005      109.1121         0.162 start       36          25
## 2472  0.1162005      109.1121         0.162  mif1       36          25
## 2473  0.1162005      109.1121         0.162 start       37          25
## 2474  0.1162005      109.1121         0.162  mif1       37          25
## 2475  0.1162005      109.1121         0.162 start       38          25
## 2476  0.1162005      109.1121         0.162  mif1       38          25
## 2477  0.1162005      109.1121         0.162 start       39          25
## 2478  0.1162005      109.1121         0.162  mif1       39          25
## 2479  0.1162005      109.1121         0.162 start       40          25
## 2480  0.1162005      109.1121         0.162  mif1       40          25
## 2481  0.1162005      109.1121         0.162 start       41          25
## 2482  0.1162005      109.1121         0.162  mif1       41          25
## 2483  0.1162005      109.1121         0.162 start       42          25
## 2484  0.1162005      109.1121         0.162  mif1       42          25
## 2485  0.1162005      109.1121         0.162 start       43          25
## 2486  0.1162005      109.1121         0.162  mif1       43          25
## 2487  0.1162005      109.1121         0.162 start       44          25
## 2488  0.1162005      109.1121         0.162  mif1       44          25
## 2489  0.1162005      109.1121         0.162 start       45          25
## 2490  0.1162005      109.1121         0.162  mif1       45          25
## 2491  0.1162005      109.1121         0.162 start       46          25
## 2492  0.1162005      109.1121         0.162  mif1       46          25
## 2493  0.1162005      109.1121         0.162 start       47          25
## 2494  0.1162005      109.1121         0.162  mif1       47          25
## 2495  0.1162005      109.1121         0.162 start       48          25
## 2496  0.1162005      109.1121         0.162  mif1       48          25
## 2497  0.1162005      109.1121         0.162 start       49          25
## 2498  0.1162005      109.1121         0.162  mif1       49          25
## 2499  0.1162005      109.1121         0.162 start       50          25
## 2500  0.1162005      109.1121         0.162  mif1       50          25
## 2501  0.1162005      109.1121         0.162 start        1          26
## 2502  0.1162005      109.1121         0.162  mif1        1          26
## 2503  0.1162005      109.1121         0.162 start        2          26
## 2504  0.1162005      109.1121         0.162  mif1        2          26
## 2505  0.1162005      109.1121         0.162 start        3          26
## 2506  0.1162005      109.1121         0.162  mif1        3          26
## 2507  0.1162005      109.1121         0.162 start        4          26
## 2508  0.1162005      109.1121         0.162  mif1        4          26
## 2509  0.1162005      109.1121         0.162 start        5          26
## 2510  0.1162005      109.1121         0.162  mif1        5          26
## 2511  0.1162005      109.1121         0.162 start        6          26
## 2512  0.1162005      109.1121         0.162  mif1        6          26
## 2513  0.1162005      109.1121         0.162 start        7          26
## 2514  0.1162005      109.1121         0.162  mif1        7          26
## 2515  0.1162005      109.1121         0.162 start        8          26
## 2516  0.1162005      109.1121         0.162  mif1        8          26
## 2517  0.1162005      109.1121         0.162 start        9          26
## 2518  0.1162005      109.1121         0.162  mif1        9          26
## 2519  0.1162005      109.1121         0.162 start       10          26
## 2520  0.1162005      109.1121         0.162  mif1       10          26
## 2521  0.1162005      109.1121         0.162 start       11          26
## 2522  0.1162005      109.1121         0.162  mif1       11          26
## 2523  0.1162005      109.1121         0.162 start       12          26
## 2524  0.1162005      109.1121         0.162  mif1       12          26
## 2525  0.1162005      109.1121         0.162 start       13          26
## 2526  0.1162005      109.1121         0.162  mif1       13          26
## 2527  0.1162005      109.1121         0.162 start       14          26
## 2528  0.1162005      109.1121         0.162  mif1       14          26
## 2529  0.1162005      109.1121         0.162 start       15          26
## 2530  0.1162005      109.1121         0.162  mif1       15          26
## 2531  0.1162005      109.1121         0.162 start       16          26
## 2532  0.1162005      109.1121         0.162  mif1       16          26
## 2533  0.1162005      109.1121         0.162 start       17          26
## 2534  0.1162005      109.1121         0.162  mif1       17          26
## 2535  0.1162005      109.1121         0.162 start       18          26
## 2536  0.1162005      109.1121         0.162  mif1       18          26
## 2537  0.1162005      109.1121         0.162 start       19          26
## 2538  0.1162005      109.1121         0.162  mif1       19          26
## 2539  0.1162005      109.1121         0.162 start       20          26
## 2540  0.1162005      109.1121         0.162  mif1       20          26
## 2541  0.1162005      109.1121         0.162 start       21          26
## 2542  0.1162005      109.1121         0.162  mif1       21          26
## 2543  0.1162005      109.1121         0.162 start       22          26
## 2544  0.1162005      109.1121         0.162  mif1       22          26
## 2545  0.1162005      109.1121         0.162 start       23          26
## 2546  0.1162005      109.1121         0.162  mif1       23          26
## 2547  0.1162005      109.1121         0.162 start       24          26
## 2548  0.1162005      109.1121         0.162  mif1       24          26
## 2549  0.1162005      109.1121         0.162 start       25          26
## 2550  0.1162005      109.1121         0.162  mif1       25          26
## 2551  0.1162005      109.1121         0.162 start       26          26
## 2552  0.1162005      109.1121         0.162  mif1       26          26
## 2553  0.1162005      109.1121         0.162 start       27          26
## 2554  0.1162005      109.1121         0.162  mif1       27          26
## 2555  0.1162005      109.1121         0.162 start       28          26
## 2556  0.1162005      109.1121         0.162  mif1       28          26
## 2557  0.1162005      109.1121         0.162 start       29          26
## 2558  0.1162005      109.1121         0.162  mif1       29          26
## 2559  0.1162005      109.1121         0.162 start       30          26
## 2560  0.1162005      109.1121         0.162  mif1       30          26
## 2561  0.1162005      109.1121         0.162 start       31          26
## 2562  0.1162005      109.1121         0.162  mif1       31          26
## 2563  0.1162005      109.1121         0.162 start       32          26
## 2564  0.1162005      109.1121         0.162  mif1       32          26
## 2565  0.1162005      109.1121         0.162 start       33          26
## 2566  0.1162005      109.1121         0.162  mif1       33          26
## 2567  0.1162005      109.1121         0.162 start       34          26
## 2568  0.1162005      109.1121         0.162  mif1       34          26
## 2569  0.1162005      109.1121         0.162 start       35          26
## 2570  0.1162005      109.1121         0.162  mif1       35          26
## 2571  0.1162005      109.1121         0.162 start       36          26
## 2572  0.1162005      109.1121         0.162  mif1       36          26
## 2573  0.1162005      109.1121         0.162 start       37          26
## 2574  0.1162005      109.1121         0.162  mif1       37          26
## 2575  0.1162005      109.1121         0.162 start       38          26
## 2576  0.1162005      109.1121         0.162  mif1       38          26
## 2577  0.1162005      109.1121         0.162 start       39          26
## 2578  0.1162005      109.1121         0.162  mif1       39          26
## 2579  0.1162005      109.1121         0.162 start       40          26
## 2580  0.1162005      109.1121         0.162  mif1       40          26
## 2581  0.1162005      109.1121         0.162 start       41          26
## 2582  0.1162005      109.1121         0.162  mif1       41          26
## 2583  0.1162005      109.1121         0.162 start       42          26
## 2584  0.1162005      109.1121         0.162  mif1       42          26
## 2585  0.1162005      109.1121         0.162 start       43          26
## 2586  0.1162005      109.1121         0.162  mif1       43          26
## 2587  0.1162005      109.1121         0.162 start       44          26
## 2588  0.1162005      109.1121         0.162  mif1       44          26
## 2589  0.1162005      109.1121         0.162 start       45          26
## 2590  0.1162005      109.1121         0.162  mif1       45          26
## 2591  0.1162005      109.1121         0.162 start       46          26
## 2592  0.1162005      109.1121         0.162  mif1       46          26
## 2593  0.1162005      109.1121         0.162 start       47          26
## 2594  0.1162005      109.1121         0.162  mif1       47          26
## 2595  0.1162005      109.1121         0.162 start       48          26
## 2596  0.1162005      109.1121         0.162  mif1       48          26
## 2597  0.1162005      109.1121         0.162 start       49          26
## 2598  0.1162005      109.1121         0.162  mif1       49          26
## 2599  0.1162005      109.1121         0.162 start       50          26
## 2600  0.1162005      109.1121         0.162  mif1       50          26
## 2601  0.1162005      109.1121         0.162 start        1          27
## 2602  0.1162005      109.1121         0.162  mif1        1          27
## 2603  0.1162005      109.1121         0.162 start        2          27
## 2604  0.1162005      109.1121         0.162  mif1        2          27
## 2605  0.1162005      109.1121         0.162 start        3          27
## 2606  0.1162005      109.1121         0.162  mif1        3          27
## 2607  0.1162005      109.1121         0.162 start        4          27
## 2608  0.1162005      109.1121         0.162  mif1        4          27
## 2609  0.1162005      109.1121         0.162 start        5          27
## 2610  0.1162005      109.1121         0.162  mif1        5          27
## 2611  0.1162005      109.1121         0.162 start        6          27
## 2612  0.1162005      109.1121         0.162  mif1        6          27
## 2613  0.1162005      109.1121         0.162 start        7          27
## 2614  0.1162005      109.1121         0.162  mif1        7          27
## 2615  0.1162005      109.1121         0.162 start        8          27
## 2616  0.1162005      109.1121         0.162  mif1        8          27
## 2617  0.1162005      109.1121         0.162 start        9          27
## 2618  0.1162005      109.1121         0.162  mif1        9          27
## 2619  0.1162005      109.1121         0.162 start       10          27
## 2620  0.1162005      109.1121         0.162  mif1       10          27
## 2621  0.1162005      109.1121         0.162 start       11          27
## 2622  0.1162005      109.1121         0.162  mif1       11          27
## 2623  0.1162005      109.1121         0.162 start       12          27
## 2624  0.1162005      109.1121         0.162  mif1       12          27
## 2625  0.1162005      109.1121         0.162 start       13          27
## 2626  0.1162005      109.1121         0.162  mif1       13          27
## 2627  0.1162005      109.1121         0.162 start       14          27
## 2628  0.1162005      109.1121         0.162  mif1       14          27
## 2629  0.1162005      109.1121         0.162 start       15          27
## 2630  0.1162005      109.1121         0.162  mif1       15          27
## 2631  0.1162005      109.1121         0.162 start       16          27
## 2632  0.1162005      109.1121         0.162  mif1       16          27
## 2633  0.1162005      109.1121         0.162 start       17          27
## 2634  0.1162005      109.1121         0.162  mif1       17          27
## 2635  0.1162005      109.1121         0.162 start       18          27
## 2636  0.1162005      109.1121         0.162  mif1       18          27
## 2637  0.1162005      109.1121         0.162 start       19          27
## 2638  0.1162005      109.1121         0.162  mif1       19          27
## 2639  0.1162005      109.1121         0.162 start       20          27
## 2640  0.1162005      109.1121         0.162  mif1       20          27
## 2641  0.1162005      109.1121         0.162 start       21          27
## 2642  0.1162005      109.1121         0.162  mif1       21          27
## 2643  0.1162005      109.1121         0.162 start       22          27
## 2644  0.1162005      109.1121         0.162  mif1       22          27
## 2645  0.1162005      109.1121         0.162 start       23          27
## 2646  0.1162005      109.1121         0.162  mif1       23          27
## 2647  0.1162005      109.1121         0.162 start       24          27
## 2648  0.1162005      109.1121         0.162  mif1       24          27
## 2649  0.1162005      109.1121         0.162 start       25          27
## 2650  0.1162005      109.1121         0.162  mif1       25          27
## 2651  0.1162005      109.1121         0.162 start       26          27
## 2652  0.1162005      109.1121         0.162  mif1       26          27
## 2653  0.1162005      109.1121         0.162 start       27          27
## 2654  0.1162005      109.1121         0.162  mif1       27          27
## 2655  0.1162005      109.1121         0.162 start       28          27
## 2656  0.1162005      109.1121         0.162  mif1       28          27
## 2657  0.1162005      109.1121         0.162 start       29          27
## 2658  0.1162005      109.1121         0.162  mif1       29          27
## 2659  0.1162005      109.1121         0.162 start       30          27
## 2660  0.1162005      109.1121         0.162  mif1       30          27
## 2661  0.1162005      109.1121         0.162 start       31          27
## 2662  0.1162005      109.1121         0.162  mif1       31          27
## 2663  0.1162005      109.1121         0.162 start       32          27
## 2664  0.1162005      109.1121         0.162  mif1       32          27
## 2665  0.1162005      109.1121         0.162 start       33          27
## 2666  0.1162005      109.1121         0.162  mif1       33          27
## 2667  0.1162005      109.1121         0.162 start       34          27
## 2668  0.1162005      109.1121         0.162  mif1       34          27
## 2669  0.1162005      109.1121         0.162 start       35          27
## 2670  0.1162005      109.1121         0.162  mif1       35          27
## 2671  0.1162005      109.1121         0.162 start       36          27
## 2672  0.1162005      109.1121         0.162  mif1       36          27
## 2673  0.1162005      109.1121         0.162 start       37          27
## 2674  0.1162005      109.1121         0.162  mif1       37          27
## 2675  0.1162005      109.1121         0.162 start       38          27
## 2676  0.1162005      109.1121         0.162  mif1       38          27
## 2677  0.1162005      109.1121         0.162 start       39          27
## 2678  0.1162005      109.1121         0.162  mif1       39          27
## 2679  0.1162005      109.1121         0.162 start       40          27
## 2680  0.1162005      109.1121         0.162  mif1       40          27
## 2681  0.1162005      109.1121         0.162 start       41          27
## 2682  0.1162005      109.1121         0.162  mif1       41          27
## 2683  0.1162005      109.1121         0.162 start       42          27
## 2684  0.1162005      109.1121         0.162  mif1       42          27
## 2685  0.1162005      109.1121         0.162 start       43          27
## 2686  0.1162005      109.1121         0.162  mif1       43          27
## 2687  0.1162005      109.1121         0.162 start       44          27
## 2688  0.1162005      109.1121         0.162  mif1       44          27
## 2689  0.1162005      109.1121         0.162 start       45          27
## 2690  0.1162005      109.1121         0.162  mif1       45          27
## 2691  0.1162005      109.1121         0.162 start       46          27
## 2692  0.1162005      109.1121         0.162  mif1       46          27
## 2693  0.1162005      109.1121         0.162 start       47          27
## 2694  0.1162005      109.1121         0.162  mif1       47          27
## 2695  0.1162005      109.1121         0.162 start       48          27
## 2696  0.1162005      109.1121         0.162  mif1       48          27
## 2697  0.1162005      109.1121         0.162 start       49          27
## 2698  0.1162005      109.1121         0.162  mif1       49          27
## 2699  0.1162005      109.1121         0.162 start       50          27
## 2700  0.1162005      109.1121         0.162  mif1       50          27
## 2701  0.1162005      109.1121         0.162 start        1          28
## 2702  0.1162005      109.1121         0.162  mif1        1          28
##           loglik nfail trace_num   loglist.se
## 1             NA    NA        NA           NA
## 2      -630.1761    NA        NA 1.047442e-02
## 3             NA    NA        NA           NA
## 4      -629.6991    NA        NA 5.902888e-03
## 5             NA    NA        NA           NA
## 6      -642.2807    NA        NA 2.299581e-02
## 7             NA    NA        NA           NA
## 8      -629.4901    NA        NA 8.604239e-03
## 9             NA    NA        NA           NA
## 10     -631.3155    NA        NA 9.511691e-03
## 11            NA    NA        NA           NA
## 12     -629.5706    NA        NA 7.244459e-03
## 13            NA    NA        NA           NA
## 14     -638.1301    NA        NA 2.503132e-02
## 15            NA    NA        NA           NA
## 16     -629.2153    NA        NA 1.061532e-02
## 17            NA    NA        NA           NA
## 18     -630.8697    NA        NA 1.075325e-02
## 19            NA    NA        NA           NA
## 20    -2782.6235    NA        NA 1.142919e+00
## 21            NA    NA        NA           NA
## 22     -644.4212    NA        NA 1.219378e-02
## 23            NA    NA        NA           NA
## 24     -629.3272    NA        NA 6.302990e-03
## 25            NA    NA        NA           NA
## 26     -628.5718    NA        NA 9.420348e-03
## 27            NA    NA        NA           NA
## 28     -628.8327    NA        NA 9.007315e-03
## 29            NA    NA        NA           NA
## 30     -636.1429    NA        NA 2.265959e-02
## 31            NA    NA        NA           NA
## 32     -640.1182    NA        NA 3.798676e-02
## 33            NA    NA        NA           NA
## 34     -636.8657    NA        NA 1.787858e-02
## 35            NA    NA        NA           NA
## 36     -629.7794    NA        NA 9.402621e-03
## 37            NA    NA        NA           NA
## 38     -629.5072    NA        NA 9.366807e-03
## 39            NA    NA        NA           NA
## 40     -630.3494    NA        NA 7.916034e-03
## 41            NA    NA        NA           NA
## 42     -632.3203    NA        NA 5.532881e-03
## 43            NA    NA        NA           NA
## 44     -635.8663    NA        NA 2.476662e-02
## 45            NA    NA        NA           NA
## 46     -679.6549    NA        NA 1.436851e-02
## 47            NA    NA        NA           NA
## 48     -640.5204    NA        NA 1.721931e-02
## 49            NA    NA        NA           NA
## 50     -628.1396    NA        NA 8.978681e-03
## 51            NA    NA        NA           NA
## 52     -689.0672    NA        NA 3.847941e-03
## 53            NA    NA        NA           NA
## 54     -631.8106    NA        NA 1.194453e-02
## 55            NA    NA        NA           NA
## 56     -640.3780    NA        NA 8.994255e-03
## 57            NA    NA        NA           NA
## 58     -628.1754    NA        NA 7.001139e-03
## 59            NA    NA        NA           NA
## 60     -643.2344    NA        NA 2.178248e-02
## 61            NA    NA        NA           NA
## 62     -634.6330    NA        NA 7.973836e-03
## 63            NA    NA        NA           NA
## 64     -629.7806    NA        NA 8.939639e-03
## 65            NA    NA        NA           NA
## 66     -636.0123    NA        NA 1.149446e-02
## 67            NA    NA        NA           NA
## 68     -628.5210    NA        NA 5.693372e-03
## 69            NA    NA        NA           NA
## 70     -662.3027    NA        NA 6.187819e-03
## 71            NA    NA        NA           NA
## 72     -630.0406    NA        NA 1.167814e-02
## 73            NA    NA        NA           NA
## 74     -628.1074    NA        NA 9.617378e-03
## 75            NA    NA        NA           NA
## 76     -629.5021    NA        NA 1.429892e-02
## 77            NA    NA        NA           NA
## 78     -628.4457    NA        NA 1.226989e-02
## 79            NA    NA        NA           NA
## 80     -629.7696    NA        NA 1.105166e-02
## 81            NA    NA        NA           NA
## 82     -629.5902    NA        NA 1.274270e-02
## 83            NA    NA        NA           NA
## 84     -652.6745    NA        NA 1.856367e-02
## 85            NA    NA        NA           NA
## 86     -629.7582    NA        NA 1.036904e-02
## 87            NA    NA        NA           NA
## 88     -642.9129    NA        NA 7.162053e-03
## 89            NA    NA        NA           NA
## 90     -629.1416    NA        NA 7.786220e-03
## 91            NA    NA        NA           NA
## 92     -629.7971    NA        NA 7.188712e-03
## 93            NA    NA        NA           NA
## 94     -632.0878    NA        NA 9.154227e-03
## 95            NA    NA        NA           NA
## 96     -630.7415    NA        NA 8.285229e-03
## 97            NA    NA        NA           NA
## 98     -649.9011    NA        NA 1.060658e-02
## 99            NA    NA        NA           NA
## 100    -632.6081    NA        NA 1.476719e-02
## 101           NA    NA        NA           NA
## 102    -647.8485    NA        NA 1.380395e-02
## 103           NA    NA        NA           NA
## 104    -631.5198    NA        NA 6.594034e-03
## 105           NA    NA        NA           NA
## 106    -632.6169    NA        NA 9.518474e-03
## 107           NA    NA        NA           NA
## 108    -652.9487    NA        NA 5.023385e-03
## 109           NA    NA        NA           NA
## 110    -631.6236    NA        NA 1.215781e-02
## 111           NA    NA        NA           NA
## 112    -633.8257    NA        NA 1.448905e-02
## 113           NA    NA        NA           NA
## 114    -628.2524    NA        NA 7.161407e-03
## 115           NA    NA        NA           NA
## 116    -628.9615    NA        NA 5.858947e-03
## 117           NA    NA        NA           NA
## 118    -629.3565    NA        NA 9.027140e-03
## 119           NA    NA        NA           NA
## 120    -630.4994    NA        NA 9.798862e-03
## 121           NA    NA        NA           NA
## 122    -635.7787    NA        NA 1.898899e-02
## 123           NA    NA        NA           NA
## 124    -636.8768    NA        NA 2.054693e-02
## 125           NA    NA        NA           NA
## 126    -642.4126    NA        NA 9.317457e-03
## 127           NA    NA        NA           NA
## 128    -633.2245    NA        NA 1.558965e-02
## 129           NA    NA        NA           NA
## 130    -630.9507    NA        NA 1.206331e-02
## 131           NA    NA        NA           NA
## 132    -642.2470    NA        NA 1.130348e-02
## 133           NA    NA        NA           NA
## 134    -629.1266    NA        NA 6.349765e-03
## 135           NA    NA        NA           NA
## 136    -634.1546    NA        NA 7.368776e-03
## 137           NA    NA        NA           NA
## 138    -637.2626    NA        NA 1.938293e-02
## 139           NA    NA        NA           NA
## 140    -651.5587    NA        NA 2.420004e-02
## 141           NA    NA        NA           NA
## 142    -629.2245    NA        NA 6.298705e-03
## 143           NA    NA        NA           NA
## 144    -643.0764    NA        NA 1.748731e-02
## 145           NA    NA        NA           NA
## 146    -632.1432    NA        NA 9.007477e-03
## 147           NA    NA        NA           NA
## 148    -637.3245    NA        NA 4.161659e-02
## 149           NA    NA        NA           NA
## 150    -644.8198    NA        NA 1.032171e-02
## 151           NA    NA        NA           NA
## 152    -632.8281    NA        NA 1.078027e-02
## 153           NA    NA        NA           NA
## 154    -628.7657    NA        NA 9.630618e-03
## 155           NA    NA        NA           NA
## 156    -628.9224    NA        NA 7.440493e-03
## 157           NA    NA        NA           NA
## 158    -631.2150    NA        NA 1.110050e-02
## 159           NA    NA        NA           NA
## 160    -642.3957    NA        NA 1.981866e-02
## 161           NA    NA        NA           NA
## 162    -637.4908    NA        NA 1.554410e-02
## 163           NA    NA        NA           NA
## 164    -633.4424    NA        NA 5.082622e-03
## 165           NA    NA        NA           NA
## 166    -636.4562    NA        NA 7.222835e-03
## 167           NA    NA        NA           NA
## 168    -629.3407    NA        NA 7.045466e-03
## 169           NA    NA        NA           NA
## 170    -645.4847    NA        NA 8.809264e-03
## 171           NA    NA        NA           NA
## 172    -637.8351    NA        NA 6.514240e-03
## 173           NA    NA        NA           NA
## 174    -632.1014    NA        NA 8.217026e-03
## 175           NA    NA        NA           NA
## 176    -686.9165    NA        NA 1.933660e-03
## 177           NA    NA        NA           NA
## 178    -641.2558    NA        NA 8.299351e-03
## 179           NA    NA        NA           NA
## 180    -630.6479    NA        NA 1.214647e-02
## 181           NA    NA        NA           NA
## 182    -644.9845    NA        NA 5.450241e-02
## 183           NA    NA        NA           NA
## 184    -634.3540    NA        NA 8.613019e-03
## 185           NA    NA        NA           NA
## 186    -628.6102    NA        NA 8.248712e-03
## 187           NA    NA        NA           NA
## 188    -627.9277    NA        NA 8.163367e-03
## 189           NA    NA        NA           NA
## 190    -630.4011    NA        NA 1.467294e-02
## 191           NA    NA        NA           NA
## 192    -640.5465    NA        NA 1.135804e-02
## 193           NA    NA        NA           NA
## 194    -631.1534    NA        NA 1.032224e-02
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## 196    -628.9887    NA        NA 8.659062e-03
## 197           NA    NA        NA           NA
## 198    -628.8017    NA        NA 9.151856e-03
## 199           NA    NA        NA           NA
## 200    -629.3195    NA        NA 1.006774e-02
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## 202    -640.1707    NA        NA 5.834378e-03
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## 204    -628.4005    NA        NA 8.533514e-03
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## 263           NA    NA        NA           NA
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## 287           NA    NA        NA           NA
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## 289           NA    NA        NA           NA
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## 291           NA    NA        NA           NA
## 292    -630.8215    NA        NA 1.031757e-02
## 293           NA    NA        NA           NA
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## 295           NA    NA        NA           NA
## 296    -640.0978    NA        NA 1.362835e-02
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## 305           NA    NA        NA           NA
## 306    -627.8297    NA        NA 6.312754e-03
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## 312    -628.3569    NA        NA 5.081741e-03
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## 335           NA    NA        NA           NA
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## 337           NA    NA        NA           NA
## 338    -630.8073    NA        NA 8.028006e-03
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## 341           NA    NA        NA           NA
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## 344    -628.4090    NA        NA 8.784441e-03
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## 347           NA    NA        NA           NA
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## 353           NA    NA        NA           NA
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## 357           NA    NA        NA           NA
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## 361           NA    NA        NA           NA
## 362    -630.0331    NA        NA 1.045648e-02
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## 364    -631.2109    NA        NA 6.451134e-03
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## 366    -694.9025    NA        NA 7.078180e-03
## 367           NA    NA        NA           NA
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## 372    -688.5533    NA        NA 7.849297e-03
## 373           NA    NA        NA           NA
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## 387           NA    NA        NA           NA
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## 661           NA    NA        NA           NA
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## 665           NA    NA        NA           NA
## 666    -687.3684    NA        NA 1.807071e-03
## 667           NA    NA        NA           NA
## 668    -630.2464    NA        NA 7.631676e-03
## 669           NA    NA        NA           NA
## 670    -641.7394    NA        NA 1.729900e-02
## 671           NA    NA        NA           NA
## 672    -630.5006    NA        NA 1.135878e-02
## 673           NA    NA        NA           NA
## 674    -629.7772    NA        NA 1.069829e-02
## 675           NA    NA        NA           NA
## 676    -628.2167    NA        NA 1.126641e-02
## 677           NA    NA        NA           NA
## 678    -641.3870    NA        NA 1.205773e-02
## 679           NA    NA        NA           NA
## 680    -632.0023    NA        NA 1.368119e-02
## 681           NA    NA        NA           NA
## 682    -635.5404    NA        NA 6.776315e-03
## 683           NA    NA        NA           NA
## 684    -630.0201    NA        NA 1.108622e-02
## 685           NA    NA        NA           NA
## 686    -628.7071    NA        NA 7.070233e-03
## 687           NA    NA        NA           NA
## 688    -629.6592    NA        NA 6.372321e-03
## 689           NA    NA        NA           NA
## 690    -633.9129    NA        NA 8.952170e-03
## 691           NA    NA        NA           NA
## 692    -629.9818    NA        NA 8.398061e-03
## 693           NA    NA        NA           NA
## 694    -628.8107    NA        NA 1.018336e-02
## 695           NA    NA        NA           NA
## 696    -646.4092    NA        NA 1.610723e-02
## 697           NA    NA        NA           NA
## 698    -638.2638    NA        NA 2.790568e-02
## 699           NA    NA        NA           NA
## 700    -629.4533    NA        NA 9.959686e-03
## 701           NA    NA        NA           NA
## 702    -627.6959    NA        NA 8.987083e-03
## 703           NA    NA        NA           NA
## 704    -646.4808    NA        NA 7.041552e-02
## 705           NA    NA        NA           NA
## 706    -640.2498    NA        NA 1.614452e-02
## 707           NA    NA        NA           NA
## 708    -645.4639    NA        NA 8.806006e-02
## 709           NA    NA        NA           NA
## 710    -634.2343    NA        NA 8.730978e-03
## 711           NA    NA        NA           NA
## 712    -629.7063    NA        NA 1.164139e-02
## 713           NA    NA        NA           NA
## 714    -628.4593    NA        NA 6.236584e-03
## 715           NA    NA        NA           NA
## 716    -643.1631    NA        NA 7.635679e-03
## 717           NA    NA        NA           NA
## 718    -629.5890    NA        NA 6.980793e-03
## 719           NA    NA        NA           NA
## 720    -628.7234    NA        NA 9.051035e-03
## 721           NA    NA        NA           NA
## 722    -628.4722    NA        NA 6.859048e-03
## 723           NA    NA        NA           NA
## 724    -637.6223    NA        NA 3.737606e-02
## 725           NA    NA        NA           NA
## 726    -629.5896    NA        NA 1.148151e-02
## 727           NA    NA        NA           NA
## 728    -629.9395    NA        NA 7.591826e-03
## 729           NA    NA        NA           NA
## 730    -629.4714    NA        NA 6.797319e-03
## 731           NA    NA        NA           NA
## 732    -637.6820    NA        NA 2.476890e-02
## 733           NA    NA        NA           NA
## 734    -638.5694    NA        NA 1.435708e-02
## 735           NA    NA        NA           NA
## 736    -633.5804    NA        NA 1.094708e-02
## 737           NA    NA        NA           NA
## 738    -629.5229    NA        NA 8.173379e-03
## 739           NA    NA        NA           NA
## 740    -638.1234    NA        NA 1.031407e-02
## 741           NA    NA        NA           NA
## 742    -629.1936    NA        NA 9.616003e-03
## 743           NA    NA        NA           NA
## 744    -648.0426    NA        NA 9.141147e-03
## 745           NA    NA        NA           NA
## 746    -629.2791    NA        NA 5.689523e-03
## 747           NA    NA        NA           NA
## 748    -635.8629    NA        NA 2.560548e-02
## 749           NA    NA        NA           NA
## 750    -627.9761    NA        NA 1.481097e-02
## 751           NA    NA        NA           NA
## 752    -634.4015    NA        NA 1.362255e-02
## 753           NA    NA        NA           NA
## 754    -628.7555    NA        NA 5.859965e-03
## 755           NA    NA        NA           NA
## 756    -672.0902    NA        NA 3.563030e-03
## 757           NA    NA        NA           NA
## 758    -640.5699    NA        NA 8.641838e-03
## 759           NA    NA        NA           NA
## 760    -627.9674    NA        NA 5.765901e-03
## 761           NA    NA        NA           NA
## 762    -634.6895    NA        NA 8.625550e-03
## 763           NA    NA        NA           NA
## 764    -632.3617    NA        NA 8.229362e-03
## 765           NA    NA        NA           NA
## 766    -698.2882    NA        NA 3.959865e-02
## 767           NA    NA        NA           NA
## 768    -628.8871    NA        NA 8.869304e-03
## 769           NA    NA        NA           NA
## 770    -629.0525    NA        NA 9.824534e-03
## 771           NA    NA        NA           NA
## 772    -628.1858    NA        NA 8.954137e-03
## 773           NA    NA        NA           NA
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## 775           NA    NA        NA           NA
## 776    -637.7294    NA        NA 1.352243e-02
## 777           NA    NA        NA           NA
## 778    -630.8941    NA        NA 8.383429e-03
## 779           NA    NA        NA           NA
## 780    -628.9865    NA        NA 8.577914e-03
## 781           NA    NA        NA           NA
## 782    -631.4873    NA        NA 1.409704e-02
## 783           NA    NA        NA           NA
## 784    -630.1123    NA        NA 1.159564e-02
## 785           NA    NA        NA           NA
## 786    -633.4933    NA        NA 1.064066e-02
## 787           NA    NA        NA           NA
## 788    -635.1011    NA        NA 2.772076e-02
## 789           NA    NA        NA           NA
## 790    -628.7184    NA        NA 9.127898e-03
## 791           NA    NA        NA           NA
## 792    -629.5636    NA        NA 6.914584e-03
## 793           NA    NA        NA           NA
## 794    -639.5526    NA        NA 2.053357e-02
## 795           NA    NA        NA           NA
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## 797           NA    NA        NA           NA
## 798    -631.0653    NA        NA 6.087743e-03
## 799           NA    NA        NA           NA
## 800    -628.6565    NA        NA 1.057244e-02
## 801           NA    NA        NA           NA
## 802    -638.2157    NA        NA 9.686631e-03
## 803           NA    NA        NA           NA
## 804    -630.4158    NA        NA 9.334974e-03
## 805           NA    NA        NA           NA
## 806    -636.9529    NA        NA 7.150367e-03
## 807           NA    NA        NA           NA
## 808    -692.6942    NA        NA 2.671483e-03
## 809           NA    NA        NA           NA
## 810    -629.2741    NA        NA 8.860177e-03
## 811           NA    NA        NA           NA
## 812    -629.2342    NA        NA 1.026934e-02
## 813           NA    NA        NA           NA
## 814    -628.2227    NA        NA 7.123160e-03
## 815           NA    NA        NA           NA
## 816    -628.7601    NA        NA 9.810037e-03
## 817           NA    NA        NA           NA
## 818    -636.7310    NA        NA 9.660601e-03
## 819           NA    NA        NA           NA
## 820    -630.4494    NA        NA 1.018279e-02
## 821           NA    NA        NA           NA
## 822    -632.4256    NA        NA 8.601621e-03
## 823           NA    NA        NA           NA
## 824    -630.8835    NA        NA 1.014343e-02
## 825           NA    NA        NA           NA
## 826    -634.0235    NA        NA 1.175278e-02
## 827           NA    NA        NA           NA
## 828    -628.8470    NA        NA 5.766396e-03
## 829           NA    NA        NA           NA
## 830    -630.7950    NA        NA 8.510184e-03
## 831           NA    NA        NA           NA
## 832    -628.8509    NA        NA 6.300477e-03
## 833           NA    NA        NA           NA
## 834    -640.5385    NA        NA 3.259454e-02
## 835           NA    NA        NA           NA
## 836    -671.0654    NA        NA 4.589941e-03
## 837           NA    NA        NA           NA
## 838    -628.5768    NA        NA 9.259794e-03
## 839           NA    NA        NA           NA
## 840    -648.4637    NA        NA 8.662098e-03
## 841           NA    NA        NA           NA
## 842    -689.5079    NA        NA 1.038458e-02
## 843           NA    NA        NA           NA
## 844    -647.9092    NA        NA 4.723272e-02
## 845           NA    NA        NA           NA
## 846    -629.5371    NA        NA 1.041530e-02
## 847           NA    NA        NA           NA
## 848    -628.5193    NA        NA 1.083708e-02
## 849           NA    NA        NA           NA
## 850    -635.0142    NA        NA 7.987611e-03
## 851           NA    NA        NA           NA
## 852    -629.6480    NA        NA 1.102624e-02
## 853           NA    NA        NA           NA
## 854    -631.7674    NA        NA 9.625125e-03
## 855           NA    NA        NA           NA
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## 857           NA    NA        NA           NA
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## 859           NA    NA        NA           NA
## 860    -640.9794    NA        NA 9.916328e-03
## 861           NA    NA        NA           NA
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## 863           NA    NA        NA           NA
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## 865           NA    NA        NA           NA
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## 867           NA    NA        NA           NA
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## 869           NA    NA        NA           NA
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## 871           NA    NA        NA           NA
## 872    -636.1332    NA        NA 6.542843e-03
## 873           NA    NA        NA           NA
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## 875           NA    NA        NA           NA
## 876    -629.4678    NA        NA 9.272042e-03
## 877           NA    NA        NA           NA
## 878    -629.3487    NA        NA 1.257899e-02
## 879           NA    NA        NA           NA
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## 881           NA    NA        NA           NA
## 882    -629.7285    NA        NA 8.722590e-03
## 883           NA    NA        NA           NA
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## 885           NA    NA        NA           NA
## 886    -628.4964    NA        NA 1.140738e-02
## 887           NA    NA        NA           NA
## 888    -629.1946    NA        NA 6.486809e-03
## 889           NA    NA        NA           NA
## 890    -632.3325    NA        NA 1.245226e-02
## 891           NA    NA        NA           NA
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## 893           NA    NA        NA           NA
## 894    -629.7846    NA        NA 9.795234e-03
## 895           NA    NA        NA           NA
## 896    -628.0569    NA        NA 8.277678e-03
## 897           NA    NA        NA           NA
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## 899           NA    NA        NA           NA
## 900    -629.0160    NA        NA 6.289085e-03
## 901           NA    NA        NA           NA
## 902    -703.0607    NA        NA 2.132401e-03
## 903           NA    NA        NA           NA
## 904    -629.0584    NA        NA 6.544867e-03
## 905           NA    NA        NA           NA
## 906    -634.9472    NA        NA 9.142521e-03
## 907           NA    NA        NA           NA
## 908    -638.9317    NA        NA 1.731883e-02
## 909           NA    NA        NA           NA
## 910    -633.6687    NA        NA 1.558662e-02
## 911           NA    NA        NA           NA
## 912    -643.5288    NA        NA 1.757180e-02
## 913           NA    NA        NA           NA
## 914    -630.2057    NA        NA 8.920864e-03
## 915           NA    NA        NA           NA
## 916    -628.2504    NA        NA 9.822503e-03
## 917           NA    NA        NA           NA
## 918    -628.3766    NA        NA 9.160044e-03
## 919           NA    NA        NA           NA
## 920    -685.5098    NA        NA 3.321969e-03
## 921           NA    NA        NA           NA
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## 923           NA    NA        NA           NA
## 924    -629.5254    NA        NA 7.466916e-03
## 925           NA    NA        NA           NA
## 926    -634.5456    NA        NA 7.765705e-03
## 927           NA    NA        NA           NA
## 928    -694.8809    NA        NA 5.967050e-03
## 929           NA    NA        NA           NA
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## 931           NA    NA        NA           NA
## 932    -628.4711    NA        NA 6.266972e-03
## 933           NA    NA        NA           NA
## 934    -630.2090    NA        NA 1.177475e-02
## 935           NA    NA        NA           NA
## 936    -629.1784    NA        NA 8.169486e-03
## 937           NA    NA        NA           NA
## 938    -627.6751    NA        NA 8.586725e-03
## 939           NA    NA        NA           NA
## 940    -635.4138    NA        NA 1.700584e-02
## 941           NA    NA        NA           NA
## 942    -630.3587    NA        NA 1.616458e-02
## 943           NA    NA        NA           NA
## 944    -639.9087    NA        NA 1.221155e-02
## 945           NA    NA        NA           NA
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## 947           NA    NA        NA           NA
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## 949           NA    NA        NA           NA
## 950    -650.7339    NA        NA 9.606599e-03
## 951           NA    NA        NA           NA
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## 953           NA    NA        NA           NA
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## 955           NA    NA        NA           NA
## 956    -629.9762    NA        NA 7.613956e-03
## 957           NA    NA        NA           NA
## 958    -630.4812    NA        NA 9.258048e-03
## 959           NA    NA        NA           NA
## 960    -628.7486    NA        NA 8.576931e-03
## 961           NA    NA        NA           NA
## 962    -636.8487    NA        NA 8.988320e-03
## 963           NA    NA        NA           NA
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## 965           NA    NA        NA           NA
## 966    -627.8204    NA        NA 8.042341e-03
## 967           NA    NA        NA           NA
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## 969           NA    NA        NA           NA
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## 971           NA    NA        NA           NA
## 972    -632.3790    NA        NA 1.349784e-02
## 973           NA    NA        NA           NA
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## 975           NA    NA        NA           NA
## 976    -634.7531    NA        NA 8.194008e-03
## 977           NA    NA        NA           NA
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## 979           NA    NA        NA           NA
## 980    -628.3435    NA        NA 6.332261e-03
## 981           NA    NA        NA           NA
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## 983           NA    NA        NA           NA
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## 985           NA    NA        NA           NA
## 986    -630.2624    NA        NA 1.104729e-02
## 987           NA    NA        NA           NA
## 988    -636.3971    NA        NA 4.365585e-02
## 989           NA    NA        NA           NA
## 990    -628.4921    NA        NA 1.285485e-02
## 991           NA    NA        NA           NA
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## 993           NA    NA        NA           NA
## 994    -628.8850    NA        NA 8.779239e-03
## 995           NA    NA        NA           NA
## 996    -640.8219    NA        NA 3.028737e-02
## 997           NA    NA        NA           NA
## 998    -628.5013    NA        NA 1.120106e-02
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## 1000   -628.7264    NA        NA 1.240352e-02
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## 1004   -629.3337    NA        NA 1.007611e-02
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## 1006   -634.1554    NA        NA 9.198369e-03
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## 1008   -628.0082    NA        NA 9.015151e-03
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## 1010   -629.2738    NA        NA 1.136618e-02
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## 1014   -634.0088    NA        NA 1.006706e-02
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## 1018   -630.2550    NA        NA 1.089784e-02
## 1019          NA    NA        NA           NA
## 1020   -635.0390    NA        NA 2.338420e-02
## 1021          NA    NA        NA           NA
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## 1030   -630.4964    NA        NA 9.075964e-03
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## 1032   -630.7166    NA        NA 1.091304e-02
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## 1034   -630.7298    NA        NA 1.130863e-02
## 1035          NA    NA        NA           NA
## 1036   -628.1849    NA        NA 6.500438e-03
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## 1038   -642.0703    NA        NA 1.121122e-02
## 1039          NA    NA        NA           NA
## 1040   -637.7294    NA        NA 9.157959e-03
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## 1042   -642.3587    NA        NA 1.031273e-02
## 1043          NA    NA        NA           NA
## 1044   -638.4141    NA        NA 1.528287e-02
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## 1046   -639.2280    NA        NA 8.597528e-03
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## 1049          NA    NA        NA           NA
## 1050   -628.4705    NA        NA 1.142291e-02
## 1051          NA    NA        NA           NA
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## 1053          NA    NA        NA           NA
## 1054   -634.2287    NA        NA 1.652924e-02
## 1055          NA    NA        NA           NA
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## 1058   -632.1735    NA        NA 7.695345e-03
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## 1061          NA    NA        NA           NA
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## 1069          NA    NA        NA           NA
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## 1072   -628.1564    NA        NA 7.563680e-03
## 1073          NA    NA        NA           NA
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## 1078   -628.7053    NA        NA 8.133874e-03
## 1079          NA    NA        NA           NA
## 1080   -628.8685    NA        NA 1.112459e-02
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## 1085          NA    NA        NA           NA
## 1086   -628.7992    NA        NA 6.736779e-03
## 1087          NA    NA        NA           NA
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## 1089          NA    NA        NA           NA
## 1090   -628.2723    NA        NA 3.941873e-03
## 1091          NA    NA        NA           NA
## 1092   -634.8056    NA        NA 9.510931e-03
## 1093          NA    NA        NA           NA
## 1094   -629.4963    NA        NA 1.364265e-02
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## 1097          NA    NA        NA           NA
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## 1100   -634.7397    NA        NA 1.379436e-02
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## 1106   -628.9166    NA        NA 9.995932e-03
## 1107          NA    NA        NA           NA
## 1108   -636.8545    NA        NA 2.127245e-02
## 1109          NA    NA        NA           NA
## 1110   -628.5142    NA        NA 1.147924e-02
## 1111          NA    NA        NA           NA
## 1112   -637.9570    NA        NA 1.068511e-02
## 1113          NA    NA        NA           NA
## 1114   -629.5454    NA        NA 9.284884e-03
## 1115          NA    NA        NA           NA
## 1116   -638.1608    NA        NA 2.012043e-02
## 1117          NA    NA        NA           NA
## 1118   -628.9124    NA        NA 9.718815e-03
## 1119          NA    NA        NA           NA
## 1120   -632.7671    NA        NA 6.753971e-03
## 1121          NA    NA        NA           NA
## 1122   -675.5541    NA        NA 5.798889e-03
## 1123          NA    NA        NA           NA
## 1124   -630.8970    NA        NA 1.054665e-02
## 1125          NA    NA        NA           NA
## 1126   -628.8142    NA        NA 9.571516e-03
## 1127          NA    NA        NA           NA
## 1128   -646.2545    NA        NA 6.803294e-03
## 1129          NA    NA        NA           NA
## 1130   -633.0897    NA        NA 8.055957e-03
## 1131          NA    NA        NA           NA
## 1132   -638.1549    NA        NA 3.302779e-02
## 1133          NA    NA        NA           NA
## 1134   -630.1409    NA        NA 9.203313e-03
## 1135          NA    NA        NA           NA
## 1136   -635.5581    NA        NA 2.511458e-02
## 1137          NA    NA        NA           NA
## 1138   -632.5602    NA        NA 1.153827e-02
## 1139          NA    NA        NA           NA
## 1140   -631.1612    NA        NA 1.040890e-02
## 1141          NA    NA        NA           NA
## 1142   -631.8747    NA        NA 1.289391e-02
## 1143          NA    NA        NA           NA
## 1144   -630.9952    NA        NA 1.062821e-02
## 1145          NA    NA        NA           NA
## 1146   -628.2343    NA        NA 1.072618e-02
## 1147          NA    NA        NA           NA
## 1148   -629.9409    NA        NA 9.661006e-03
## 1149          NA    NA        NA           NA
## 1150   -638.3611    NA        NA 6.818510e-03
## 1151          NA    NA        NA           NA
## 1152   -647.2629    NA        NA 1.600079e-02
## 1153          NA    NA        NA           NA
## 1154   -630.7831    NA        NA 1.021943e-02
## 1155          NA    NA        NA           NA
## 1156   -629.3993    NA        NA 9.897814e-03
## 1157          NA    NA        NA           NA
## 1158   -635.5116    NA        NA 1.166554e-02
## 1159          NA    NA        NA           NA
## 1160   -639.2766    NA        NA 2.377336e-02
## 1161          NA    NA        NA           NA
## 1162   -638.5240    NA        NA 2.370977e-02
## 1163          NA    NA        NA           NA
## 1164   -631.4589    NA        NA 9.093924e-03
## 1165          NA    NA        NA           NA
## 1166   -638.0521    NA        NA 3.096583e-02
## 1167          NA    NA        NA           NA
## 1168   -629.2935    NA        NA 5.996347e-03
## 1169          NA    NA        NA           NA
## 1170   -629.1122    NA        NA 9.276656e-03
## 1171          NA    NA        NA           NA
## 1172   -628.4754    NA        NA 8.990727e-03
## 1173          NA    NA        NA           NA
## 1174   -644.0238    NA        NA 3.709915e-02
## 1175          NA    NA        NA           NA
## 1176   -632.3588    NA        NA 1.112495e-02
## 1177          NA    NA        NA           NA
## 1178   -628.8023    NA        NA 7.905374e-03
## 1179          NA    NA        NA           NA
## 1180   -631.7604    NA        NA 9.427365e-03
## 1181          NA    NA        NA           NA
## 1182   -635.8458    NA        NA 8.885103e-03
## 1183          NA    NA        NA           NA
## 1184   -628.7319    NA        NA 7.459696e-03
## 1185          NA    NA        NA           NA
## 1186   -635.2132    NA        NA 1.670383e-02
## 1187          NA    NA        NA           NA
## 1188   -628.3288    NA        NA 1.200068e-02
## 1189          NA    NA        NA           NA
## 1190   -637.9320    NA        NA 1.826959e-02
## 1191          NA    NA        NA           NA
## 1192   -630.7034    NA        NA 6.205463e-03
## 1193          NA    NA        NA           NA
## 1194   -643.2817    NA        NA 4.138319e-02
## 1195          NA    NA        NA           NA
## 1196   -628.0974    NA        NA 7.107053e-03
## 1197          NA    NA        NA           NA
## 1198   -628.2437    NA        NA 1.108841e-02
## 1199          NA    NA        NA           NA
## 1200   -628.7732    NA        NA 5.850261e-03
## 1201          NA    NA        NA           NA
## 1202   -640.2109    NA        NA 4.089654e-02
## 1203          NA    NA        NA           NA
## 1204   -630.2175    NA        NA 1.051735e-02
## 1205          NA    NA        NA           NA
## 1206   -671.2229    NA        NA 3.848926e-03
## 1207          NA    NA        NA           NA
## 1208   -654.7642    NA        NA 1.042101e-02
## 1209          NA    NA        NA           NA
## 1210   -628.7347    NA        NA 8.144371e-03
## 1211          NA    NA        NA           NA
## 1212   -630.6624    NA        NA 1.635836e-02
## 1213          NA    NA        NA           NA
## 1214   -629.0384    NA        NA 1.002401e-02
## 1215          NA    NA        NA           NA
## 1216   -631.8862    NA        NA 8.408475e-03
## 1217          NA    NA        NA           NA
## 1218   -645.0708    NA        NA 6.203216e-01
## 1219          NA    NA        NA           NA
## 1220   -629.4059    NA        NA 4.950508e-03
## 1221          NA    NA        NA           NA
## 1222   -634.4053    NA        NA 1.458763e-02
## 1223          NA    NA        NA           NA
## 1224   -631.6025    NA        NA 8.243581e-03
## 1225          NA    NA        NA           NA
## 1226   -631.3180    NA        NA 1.213702e-02
## 1227          NA    NA        NA           NA
## 1228   -629.5694    NA        NA 7.136579e-03
## 1229          NA    NA        NA           NA
## 1230   -630.7049    NA        NA 6.612889e-03
## 1231          NA    NA        NA           NA
## 1232   -629.7648    NA        NA 9.990876e-03
## 1233          NA    NA        NA           NA
## 1234   -637.6425    NA        NA 3.801374e-02
## 1235          NA    NA        NA           NA
## 1236   -633.4280    NA        NA 1.371339e-02
## 1237          NA    NA        NA           NA
## 1238   -629.6838    NA        NA 9.454017e-03
## 1239          NA    NA        NA           NA
## 1240   -633.0538    NA        NA 9.806875e-03
## 1241          NA    NA        NA           NA
## 1242   -628.3767    NA        NA 6.796367e-03
## 1243          NA    NA        NA           NA
## 1244   -650.0866    NA        NA 1.317437e-02
## 1245          NA    NA        NA           NA
## 1246   -630.0256    NA        NA 7.345478e-03
## 1247          NA    NA        NA           NA
## 1248   -628.8863    NA        NA 1.374826e-02
## 1249          NA    NA        NA           NA
## 1250   -643.7493    NA        NA 1.043144e-02
## 1251          NA    NA        NA           NA
## 1252   -636.9771    NA        NA 1.622380e-02
## 1253          NA    NA        NA           NA
## 1254   -639.5404    NA        NA 4.313554e-02
## 1255          NA    NA        NA           NA
## 1256   -631.2754    NA        NA 1.159811e-02
## 1257          NA    NA        NA           NA
## 1258   -629.0378    NA        NA 9.293732e-03
## 1259          NA    NA        NA           NA
## 1260   -632.0561    NA        NA 9.375070e-03
## 1261          NA    NA        NA           NA
## 1262   -633.1442    NA        NA 1.182848e-02
## 1263          NA    NA        NA           NA
## 1264   -653.3600    NA        NA 1.744826e-02
## 1265          NA    NA        NA           NA
## 1266   -633.6910    NA        NA 7.231710e-03
## 1267          NA    NA        NA           NA
## 1268   -634.9177    NA        NA 9.146987e-03
## 1269          NA    NA        NA           NA
## 1270   -636.0478    NA        NA 1.056307e-02
## 1271          NA    NA        NA           NA
## 1272   -640.9103    NA        NA 4.554394e-02
## 1273          NA    NA        NA           NA
## 1274   -652.1101    NA        NA 2.030687e-02
## 1275          NA    NA        NA           NA
## 1276   -627.9079    NA        NA 6.326879e-03
## 1277          NA    NA        NA           NA
## 1278   -628.9224    NA        NA 1.062713e-02
## 1279          NA    NA        NA           NA
## 1280   -631.2155    NA        NA 1.176323e-02
## 1281          NA    NA        NA           NA
## 1282   -636.6340    NA        NA 3.855317e-03
## 1283          NA    NA        NA           NA
## 1284   -627.8643    NA        NA 1.072824e-02
## 1285          NA    NA        NA           NA
## 1286   -636.7490    NA        NA 3.034383e-02
## 1287          NA    NA        NA           NA
## 1288   -629.3100    NA        NA 9.376567e-03
## 1289          NA    NA        NA           NA
## 1290   -638.1625    NA        NA 1.445386e-02
## 1291          NA    NA        NA           NA
## 1292   -638.4065    NA        NA 3.041927e-02
## 1293          NA    NA        NA           NA
## 1294   -641.5788    NA        NA 1.006822e-02
## 1295          NA    NA        NA           NA
## 1296   -637.2651    NA        NA 1.056547e-02
## 1297          NA    NA        NA           NA
## 1298   -628.3383    NA        NA 9.434778e-03
## 1299          NA    NA        NA           NA
## 1300   -630.1168    NA        NA 8.903079e-03
## 1301          NA    NA        NA           NA
## 1302   -630.0529    NA        NA 1.226179e-02
## 1303          NA    NA        NA           NA
## 1304   -634.0234    NA        NA 6.383039e-03
## 1305          NA    NA        NA           NA
## 1306   -630.7182    NA        NA 1.763315e-02
## 1307          NA    NA        NA           NA
## 1308   -629.9342    NA        NA 1.000299e-02
## 1309          NA    NA        NA           NA
## 1310   -628.9234    NA        NA 9.158802e-03
## 1311          NA    NA        NA           NA
## 1312   -627.8731    NA        NA 6.317480e-03
## 1313          NA    NA        NA           NA
## 1314   -637.7464    NA        NA 2.562565e-02
## 1315          NA    NA        NA           NA
## 1316   -639.0716    NA        NA 1.520574e-02
## 1317          NA    NA        NA           NA
## 1318   -629.9119    NA        NA 8.337947e-03
## 1319          NA    NA        NA           NA
## 1320   -634.1288    NA        NA 9.352523e-03
## 1321          NA    NA        NA           NA
## 1322   -631.1950    NA        NA 1.399383e-02
## 1323          NA    NA        NA           NA
## 1324   -643.4741    NA        NA 9.204509e-03
## 1325          NA    NA        NA           NA
## 1326   -633.7696    NA        NA 1.160900e-02
## 1327          NA    NA        NA           NA
## 1328   -643.4110    NA        NA 9.154761e-02
## 1329          NA    NA        NA           NA
## 1330   -630.2385    NA        NA 1.344868e-02
## 1331          NA    NA        NA           NA
## 1332   -633.7557    NA        NA 1.706709e-02
## 1333          NA    NA        NA           NA
## 1334   -632.3305    NA        NA 1.014716e-02
## 1335          NA    NA        NA           NA
## 1336   -636.7998    NA        NA 1.034864e-02
## 1337          NA    NA        NA           NA
## 1338   -634.7818    NA        NA 1.880572e-02
## 1339          NA    NA        NA           NA
## 1340   -631.0044    NA        NA 6.698949e-03
## 1341          NA    NA        NA           NA
## 1342   -628.1500    NA        NA 4.761957e-03
## 1343          NA    NA        NA           NA
## 1344   -645.1494    NA        NA 2.960795e-02
## 1345          NA    NA        NA           NA
## 1346   -637.4491    NA        NA 1.378506e-02
## 1347          NA    NA        NA           NA
## 1348   -634.0058    NA        NA 1.569106e-02
## 1349          NA    NA        NA           NA
## 1350   -630.4483    NA        NA 9.441256e-03
## 1351          NA    NA        NA           NA
## 1352   -629.6449    NA        NA 7.189599e-03
## 1353          NA    NA        NA           NA
## 1354   -627.8634    NA        NA 5.570742e-03
## 1355          NA    NA        NA           NA
## 1356   -628.9578    NA        NA 9.466280e-03
## 1357          NA    NA        NA           NA
## 1358   -628.4960    NA        NA 6.280228e-03
## 1359          NA    NA        NA           NA
## 1360   -629.7300    NA        NA 8.810201e-03
## 1361          NA    NA        NA           NA
## 1362   -627.9073    NA        NA 8.094980e-03
## 1363          NA    NA        NA           NA
## 1364   -643.7300    NA        NA 1.372568e-02
## 1365          NA    NA        NA           NA
## 1366   -637.0435    NA        NA 3.661396e-02
## 1367          NA    NA        NA           NA
## 1368   -630.9558    NA        NA 5.529385e-03
## 1369          NA    NA        NA           NA
## 1370   -630.1281    NA        NA 4.668233e-03
## 1371          NA    NA        NA           NA
## 1372   -628.0845    NA        NA 8.999974e-03
## 1373          NA    NA        NA           NA
## 1374   -629.2851    NA        NA 8.443148e-03
## 1375          NA    NA        NA           NA
## 1376   -629.3149    NA        NA 8.889104e-03
## 1377          NA    NA        NA           NA
## 1378   -628.0409    NA        NA 7.357458e-03
## 1379          NA    NA        NA           NA
## 1380   -629.5666    NA        NA 8.285332e-03
## 1381          NA    NA        NA           NA
## 1382   -632.4762    NA        NA 1.201662e-02
## 1383          NA    NA        NA           NA
## 1384   -632.0613    NA        NA 9.767026e-03
## 1385          NA    NA        NA           NA
## 1386   -637.6313    NA        NA 1.111921e-02
## 1387          NA    NA        NA           NA
## 1388   -636.9289    NA        NA 7.533362e-03
## 1389          NA    NA        NA           NA
## 1390   -631.7846    NA        NA 1.023314e-02
## 1391          NA    NA        NA           NA
## 1392   -641.7558    NA        NA 3.169303e-02
## 1393          NA    NA        NA           NA
## 1394   -629.6992    NA        NA 1.338860e-02
## 1395          NA    NA        NA           NA
## 1396   -636.5348    NA        NA 9.229549e-03
## 1397          NA    NA        NA           NA
## 1398   -628.5416    NA        NA 8.482792e-03
## 1399          NA    NA        NA           NA
## 1400   -643.7649    NA        NA 1.372449e-02
## 1401          NA    NA        NA           NA
## 1402   -702.5661    NA        NA 1.201078e-02
## 1403          NA    NA        NA           NA
## 1404   -757.9230    NA        NA 3.187172e-04
## 1405          NA    NA        NA           NA
## 1406  -2927.2829    NA        NA 5.687355e-01
## 1407          NA    NA        NA           NA
## 1408   -629.6593    NA        NA 7.928280e-03
## 1409          NA    NA        NA           NA
## 1410   -629.1194    NA        NA 7.455422e-03
## 1411          NA    NA        NA           NA
## 1412   -642.7616    NA        NA 1.624576e-02
## 1413          NA    NA        NA           NA
## 1414   -823.7552    NA        NA 4.188152e-03
## 1415          NA    NA        NA           NA
## 1416   -631.1500    NA        NA 1.801261e-02
## 1417          NA    NA        NA           NA
## 1418   -642.1656    NA        NA 6.843216e-03
## 1419          NA    NA        NA           NA
## 1420   -630.6114    NA        NA 1.223498e-02
## 1421          NA    NA        NA           NA
## 1422   -631.5951    NA        NA 8.431241e-03
## 1423          NA    NA        NA           NA
## 1424   -634.5882    NA        NA 6.391639e-03
## 1425          NA    NA        NA           NA
## 1426   -644.7050    NA        NA 1.910300e-02
## 1427          NA    NA        NA           NA
## 1428   -628.6860    NA        NA 6.091267e-03
## 1429          NA    NA        NA           NA
## 1430   -630.7814    NA        NA 1.161355e-02
## 1431          NA    NA        NA           NA
## 1432   -637.1218    NA        NA 1.091054e-02
## 1433          NA    NA        NA           NA
## 1434   -628.0619    NA        NA 1.042139e-02
## 1435          NA    NA        NA           NA
## 1436   -639.0277    NA        NA 1.338677e-02
## 1437          NA    NA        NA           NA
## 1438   -629.0796    NA        NA 6.985062e-03
## 1439          NA    NA        NA           NA
## 1440   -628.7791    NA        NA 1.132073e-02
## 1441          NA    NA        NA           NA
## 1442   -633.5049    NA        NA 8.431530e-03
## 1443          NA    NA        NA           NA
## 1444   -631.7987    NA        NA 7.712582e-03
## 1445          NA    NA        NA           NA
## 1446   -635.7145    NA        NA 1.216051e-02
## 1447          NA    NA        NA           NA
## 1448   -636.4346    NA        NA 1.070788e-02
## 1449          NA    NA        NA           NA
## 1450   -628.3321    NA        NA 9.715354e-03
## 1451          NA    NA        NA           NA
## 1452   -632.2149    NA        NA 1.141846e-02
## 1453          NA    NA        NA           NA
## 1454   -629.0295    NA        NA 8.490615e-03
## 1455          NA    NA        NA           NA
## 1456   -633.0340    NA        NA 1.440001e-02
## 1457          NA    NA        NA           NA
## 1458   -629.4431    NA        NA 9.806676e-03
## 1459          NA    NA        NA           NA
## 1460   -642.5038    NA        NA 1.035398e-02
## 1461          NA    NA        NA           NA
## 1462   -631.9631    NA        NA 8.602407e-03
## 1463          NA    NA        NA           NA
## 1464   -629.9520    NA        NA 1.050838e-02
## 1465          NA    NA        NA           NA
## 1466   -633.2859    NA        NA 1.062000e-02
## 1467          NA    NA        NA           NA
## 1468   -635.0919    NA        NA 1.016663e-02
## 1469          NA    NA        NA           NA
## 1470   -629.5118    NA        NA 1.190348e-02
## 1471          NA    NA        NA           NA
## 1472   -708.1916    NA        NA 3.371392e+00
## 1473          NA    NA        NA           NA
## 1474   -628.6615    NA        NA 1.039219e-02
## 1475          NA    NA        NA           NA
## 1476   -635.6024    NA        NA 1.345448e-02
## 1477          NA    NA        NA           NA
## 1478   -629.0234    NA        NA 6.398013e-03
## 1479          NA    NA        NA           NA
## 1480   -630.7301    NA        NA 7.065326e-03
## 1481          NA    NA        NA           NA
## 1482   -637.6723    NA        NA 3.320898e-02
## 1483          NA    NA        NA           NA
## 1484   -629.5350    NA        NA 8.500355e-03
## 1485          NA    NA        NA           NA
## 1486  -2695.0153    NA        NA 7.191162e+00
## 1487          NA    NA        NA           NA
## 1488   -635.3919    NA        NA 5.798648e-03
## 1489          NA    NA        NA           NA
## 1490   -630.6164    NA        NA 6.135888e-03
## 1491          NA    NA        NA           NA
## 1492   -636.4883    NA        NA 9.290524e-03
## 1493          NA    NA        NA           NA
## 1494   -629.1760    NA        NA 5.409877e-03
## 1495          NA    NA        NA           NA
## 1496   -630.4285    NA        NA 1.324162e-02
## 1497          NA    NA        NA           NA
## 1498   -640.1756    NA        NA 2.823873e-02
## 1499          NA    NA        NA           NA
## 1500   -633.8979    NA        NA 7.354167e-03
## 1501          NA    NA        NA           NA
## 1502   -630.2169    NA        NA 1.176834e-02
## 1503          NA    NA        NA           NA
## 1504   -629.8017    NA        NA 9.196167e-03
## 1505          NA    NA        NA           NA
## 1506   -630.0356    NA        NA 6.607484e-03
## 1507          NA    NA        NA           NA
## 1508   -629.6256    NA        NA 1.042241e-02
## 1509          NA    NA        NA           NA
## 1510   -635.8538    NA        NA 4.051789e-02
## 1511          NA    NA        NA           NA
## 1512   -635.9887    NA        NA 3.179254e-02
## 1513          NA    NA        NA           NA
## 1514   -645.0988    NA        NA 1.034205e-02
## 1515          NA    NA        NA           NA
## 1516   -631.6109    NA        NA 8.151230e-03
## 1517          NA    NA        NA           NA
## 1518   -629.2649    NA        NA 9.711759e-03
## 1519          NA    NA        NA           NA
## 1520   -636.5148    NA        NA 3.512562e-02
## 1521          NA    NA        NA           NA
## 1522   -629.4650    NA        NA 9.730313e-03
## 1523          NA    NA        NA           NA
## 1524   -631.9590    NA        NA 9.707675e-03
## 1525          NA    NA        NA           NA
## 1526   -637.6194    NA        NA 8.315245e-03
## 1527          NA    NA        NA           NA
## 1528   -634.5388    NA        NA 8.074545e-03
## 1529          NA    NA        NA           NA
## 1530   -628.8860    NA        NA 1.347083e-02
## 1531          NA    NA        NA           NA
## 1532   -639.1538    NA        NA 1.201981e-02
## 1533          NA    NA        NA           NA
## 1534   -638.4042    NA        NA 1.440424e-02
## 1535          NA    NA        NA           NA
## 1536   -642.7335    NA        NA 5.941182e-02
## 1537          NA    NA        NA           NA
## 1538   -702.2241    NA        NA 9.181249e-03
## 1539          NA    NA        NA           NA
## 1540   -632.7555    NA        NA 9.229452e-03
## 1541          NA    NA        NA           NA
## 1542   -628.5146    NA        NA 9.856464e-03
## 1543          NA    NA        NA           NA
## 1544   -628.7320    NA        NA 6.719551e-03
## 1545          NA    NA        NA           NA
## 1546   -629.1112    NA        NA 6.493590e-03
## 1547          NA    NA        NA           NA
## 1548   -629.8282    NA        NA 1.115715e-02
## 1549          NA    NA        NA           NA
## 1550   -633.0677    NA        NA 7.926156e-03
## 1551          NA    NA        NA           NA
## 1552   -674.2773    NA        NA 3.311587e-03
## 1553          NA    NA        NA           NA
## 1554   -648.3079    NA        NA 1.206431e-02
## 1555          NA    NA        NA           NA
## 1556   -632.7113    NA        NA 1.423717e-02
## 1557          NA    NA        NA           NA
## 1558   -700.1375    NA        NA 7.186172e-03
## 1559          NA    NA        NA           NA
## 1560   -627.9878    NA        NA 7.748597e-03
## 1561          NA    NA        NA           NA
## 1562   -700.7306    NA        NA 4.007905e-03
## 1563          NA    NA        NA           NA
## 1564   -628.6389    NA        NA 1.272763e-02
## 1565          NA    NA        NA           NA
## 1566   -646.6328    NA        NA 1.761893e-02
## 1567          NA    NA        NA           NA
## 1568   -635.6538    NA        NA 5.600418e-03
## 1569          NA    NA        NA           NA
## 1570   -641.6777    NA        NA 3.269687e-02
## 1571          NA    NA        NA           NA
## 1572   -633.5897    NA        NA 1.301205e-02
## 1573          NA    NA        NA           NA
## 1574   -629.6080    NA        NA 9.244853e-03
## 1575          NA    NA        NA           NA
## 1576   -629.3756    NA        NA 1.120900e-02
## 1577          NA    NA        NA           NA
## 1578   -629.0800    NA        NA 9.487535e-03
## 1579          NA    NA        NA           NA
## 1580   -630.2954    NA        NA 1.242365e-02
## 1581          NA    NA        NA           NA
## 1582   -630.5844    NA        NA 9.361121e-03
## 1583          NA    NA        NA           NA
## 1584   -628.9068    NA        NA 8.547191e-03
## 1585          NA    NA        NA           NA
## 1586   -716.1146    NA        NA 3.154189e-03
## 1587          NA    NA        NA           NA
## 1588   -628.7741    NA        NA 6.085189e-03
## 1589          NA    NA        NA           NA
## 1590   -650.8980    NA        NA 1.568528e-02
## 1591          NA    NA        NA           NA
## 1592   -633.5505    NA        NA 1.226240e-02
## 1593          NA    NA        NA           NA
## 1594   -628.9470    NA        NA 7.137570e-03
## 1595          NA    NA        NA           NA
## 1596   -629.4239    NA        NA 8.414322e-03
## 1597          NA    NA        NA           NA
## 1598   -638.5167    NA        NA 2.533300e-02
## 1599          NA    NA        NA           NA
## 1600   -644.8483    NA        NA 3.188085e-02
## 1601          NA    NA        NA           NA
## 1602   -629.1130    NA        NA 7.412698e-03
## 1603          NA    NA        NA           NA
## 1604   -637.1542    NA        NA 3.479863e-02
## 1605          NA    NA        NA           NA
## 1606   -636.0439    NA        NA 1.418738e-02
## 1607          NA    NA        NA           NA
## 1608   -639.4574    NA        NA 4.684452e-02
## 1609          NA    NA        NA           NA
## 1610   -629.5249    NA        NA 1.246928e-02
## 1611          NA    NA        NA           NA
## 1612   -629.1461    NA        NA 7.706651e-03
## 1613          NA    NA        NA           NA
## 1614   -628.7579    NA        NA 8.869657e-03
## 1615          NA    NA        NA           NA
## 1616   -630.0514    NA        NA 8.853387e-03
## 1617          NA    NA        NA           NA
## 1618   -633.7290    NA        NA 3.434927e-02
## 1619          NA    NA        NA           NA
## 1620   -641.5243    NA        NA 1.494160e-02
## 1621          NA    NA        NA           NA
## 1622   -629.8631    NA        NA 1.594385e-02
## 1623          NA    NA        NA           NA
## 1624   -630.0819    NA        NA 1.013848e-02
## 1625          NA    NA        NA           NA
## 1626   -628.9489    NA        NA 1.048913e-02
## 1627          NA    NA        NA           NA
## 1628   -628.0652    NA        NA 8.558242e-03
## 1629          NA    NA        NA           NA
## 1630   -633.6763    NA        NA 1.359354e-02
## 1631          NA    NA        NA           NA
## 1632   -631.1297    NA        NA 8.298820e-03
## 1633          NA    NA        NA           NA
## 1634   -630.2038    NA        NA 1.073859e-02
## 1635          NA    NA        NA           NA
## 1636   -637.3838    NA        NA 1.692055e-02
## 1637          NA    NA        NA           NA
## 1638   -644.2049    NA        NA 3.898657e-02
## 1639          NA    NA        NA           NA
## 1640   -630.1584    NA        NA 1.796935e-02
## 1641          NA    NA        NA           NA
## 1642   -631.7290    NA        NA 1.074414e-02
## 1643          NA    NA        NA           NA
## 1644   -627.9860    NA        NA 6.452218e-03
## 1645          NA    NA        NA           NA
## 1646   -632.3181    NA        NA 1.198236e-02
## 1647          NA    NA        NA           NA
## 1648   -631.8118    NA        NA 1.096953e-02
## 1649          NA    NA        NA           NA
## 1650   -641.0480    NA        NA 8.039407e-03
## 1651          NA    NA        NA           NA
## 1652   -628.8777    NA        NA 9.129621e-03
## 1653          NA    NA        NA           NA
## 1654   -636.8957    NA        NA 9.907358e-03
## 1655          NA    NA        NA           NA
## 1656   -630.4932    NA        NA 1.553334e-02
## 1657          NA    NA        NA           NA
## 1658   -628.8460    NA        NA 8.115329e-03
## 1659          NA    NA        NA           NA
## 1660   -642.7191    NA        NA 7.334659e-03
## 1661          NA    NA        NA           NA
## 1662   -632.7057    NA        NA 1.690062e-02
## 1663          NA    NA        NA           NA
## 1664   -629.6848    NA        NA 5.556199e-03
## 1665          NA    NA        NA           NA
## 1666   -642.7222    NA        NA 1.112830e-02
## 1667          NA    NA        NA           NA
## 1668   -629.6166    NA        NA 1.209803e-02
## 1669          NA    NA        NA           NA
## 1670   -628.0440    NA        NA 1.220914e-02
## 1671          NA    NA        NA           NA
## 1672   -638.6290    NA        NA 6.158089e-03
## 1673          NA    NA        NA           NA
## 1674   -638.2580    NA        NA 7.936190e-03
## 1675          NA    NA        NA           NA
## 1676   -629.0888    NA        NA 5.927681e-03
## 1677          NA    NA        NA           NA
## 1678   -693.4673    NA        NA 2.503797e-03
## 1679          NA    NA        NA           NA
## 1680   -628.7166    NA        NA 7.818921e-03
## 1681          NA    NA        NA           NA
## 1682   -631.2525    NA        NA 1.053663e-02
## 1683          NA    NA        NA           NA
## 1684   -630.3739    NA        NA 9.119306e-03
## 1685          NA    NA        NA           NA
## 1686   -629.4255    NA        NA 1.362130e-02
## 1687          NA    NA        NA           NA
## 1688   -643.2326    NA        NA 8.164283e-03
## 1689          NA    NA        NA           NA
## 1690   -630.1132    NA        NA 7.109767e-03
## 1691          NA    NA        NA           NA
## 1692   -628.6078    NA        NA 7.421778e-03
## 1693          NA    NA        NA           NA
## 1694   -630.0201    NA        NA 1.082746e-02
## 1695          NA    NA        NA           NA
## 1696   -628.9378    NA        NA 1.251369e-02
## 1697          NA    NA        NA           NA
## 1698   -628.6106    NA        NA 8.356172e-03
## 1699          NA    NA        NA           NA
## 1700   -631.9803    NA        NA 9.223636e-03
## 1701          NA    NA        NA           NA
## 1702   -637.3818    NA        NA 9.823999e-03
## 1703          NA    NA        NA           NA
## 1704   -631.0593    NA        NA 1.334551e-02
## 1705          NA    NA        NA           NA
## 1706   -628.9906    NA        NA 1.195362e-02
## 1707          NA    NA        NA           NA
## 1708   -634.5416    NA        NA 1.251282e-02
## 1709          NA    NA        NA           NA
## 1710   -631.6062    NA        NA 1.329690e-02
## 1711          NA    NA        NA           NA
## 1712   -628.1426    NA        NA 8.829063e-03
## 1713          NA    NA        NA           NA
## 1714   -629.1742    NA        NA 1.004517e-02
## 1715          NA    NA        NA           NA
## 1716   -628.2017    NA        NA 8.233905e-03
## 1717          NA    NA        NA           NA
## 1718   -635.1029    NA        NA 1.197726e-02
## 1719          NA    NA        NA           NA
## 1720   -666.0193    NA        NA 4.414704e-03
## 1721          NA    NA        NA           NA
## 1722   -637.9192    NA        NA 2.191559e-02
## 1723          NA    NA        NA           NA
## 1724   -638.3440    NA        NA 9.198375e-03
## 1725          NA    NA        NA           NA
## 1726   -639.6688    NA        NA 7.461093e-03
## 1727          NA    NA        NA           NA
## 1728   -634.1705    NA        NA 8.210692e-03
## 1729          NA    NA        NA           NA
## 1730   -655.2180    NA        NA 3.821579e-03
## 1731          NA    NA        NA           NA
## 1732   -630.7932    NA        NA 1.017754e-02
## 1733          NA    NA        NA           NA
## 1734   -631.9164    NA        NA 1.308563e-02
## 1735          NA    NA        NA           NA
## 1736   -640.7659    NA        NA 1.401799e-02
## 1737          NA    NA        NA           NA
## 1738   -635.5887    NA        NA 2.576912e-02
## 1739          NA    NA        NA           NA
## 1740   -628.9470    NA        NA 1.225565e-02
## 1741          NA    NA        NA           NA
## 1742   -637.0212    NA        NA 1.638164e-02
## 1743          NA    NA        NA           NA
## 1744   -629.3203    NA        NA 5.871761e-03
## 1745          NA    NA        NA           NA
## 1746   -629.6975    NA        NA 9.285489e-03
## 1747          NA    NA        NA           NA
## 1748   -638.6785    NA        NA 8.266375e-03
## 1749          NA    NA        NA           NA
## 1750   -638.0114    NA        NA 1.549050e-02
## 1751          NA    NA        NA           NA
## 1752   -628.5377    NA        NA 7.571905e-03
## 1753          NA    NA        NA           NA
## 1754   -628.6891    NA        NA 5.831766e-03
## 1755          NA    NA        NA           NA
## 1756   -648.5777    NA        NA 8.158492e-03
## 1757          NA    NA        NA           NA
## 1758   -635.8284    NA        NA 9.149178e-03
## 1759          NA    NA        NA           NA
## 1760   -641.0472    NA        NA 4.310297e-02
## 1761          NA    NA        NA           NA
## 1762   -649.2364    NA        NA 9.088105e-03
## 1763          NA    NA        NA           NA
## 1764   -640.9519    NA        NA 3.255229e-02
## 1765          NA    NA        NA           NA
## 1766   -629.3403    NA        NA 1.365026e-02
## 1767          NA    NA        NA           NA
## 1768   -646.2826    NA        NA 2.676895e-02
## 1769          NA    NA        NA           NA
## 1770   -652.5480    NA        NA 1.034330e-02
## 1771          NA    NA        NA           NA
## 1772   -628.8382    NA        NA 8.929654e-03
## 1773          NA    NA        NA           NA
## 1774   -630.1098    NA        NA 6.400824e-03
## 1775          NA    NA        NA           NA
## 1776   -634.3074    NA        NA 1.384956e-02
## 1777          NA    NA        NA           NA
## 1778   -671.9782    NA        NA 2.118391e-03
## 1779          NA    NA        NA           NA
## 1780   -645.2816    NA        NA 1.099725e-02
## 1781          NA    NA        NA           NA
## 1782   -631.2351    NA        NA 1.078984e-02
## 1783          NA    NA        NA           NA
## 1784   -638.7217    NA        NA 9.162958e-03
## 1785          NA    NA        NA           NA
## 1786   -629.7764    NA        NA 1.190246e-02
## 1787          NA    NA        NA           NA
## 1788   -641.5957    NA        NA 1.276854e-02
## 1789          NA    NA        NA           NA
## 1790   -629.7520    NA        NA 1.566447e-02
## 1791          NA    NA        NA           NA
## 1792   -636.5558    NA        NA 1.580494e-02
## 1793          NA    NA        NA           NA
## 1794   -641.3601    NA        NA 2.708551e-02
## 1795          NA    NA        NA           NA
## 1796   -639.4620    NA        NA 7.285989e-03
## 1797          NA    NA        NA           NA
## 1798   -638.0810    NA        NA 2.105897e-02
## 1799          NA    NA        NA           NA
## 1800   -631.8308    NA        NA 1.293096e-02
## 1801          NA    NA        NA           NA
## 1802   -640.9353    NA        NA 1.228826e-02
## 1803          NA    NA        NA           NA
## 1804   -639.1640    NA        NA 4.763238e-03
## 1805          NA    NA        NA           NA
## 1806   -641.3874    NA        NA 1.598628e-02
## 1807          NA    NA        NA           NA
## 1808   -636.9179    NA        NA 1.547264e-02
## 1809          NA    NA        NA           NA
## 1810   -651.4625    NA        NA 1.177469e-02
## 1811          NA    NA        NA           NA
## 1812   -629.7246    NA        NA 8.026738e-03
## 1813          NA    NA        NA           NA
## 1814   -635.0806    NA        NA 1.195216e-02
## 1815          NA    NA        NA           NA
## 1816   -642.0631    NA        NA 1.632222e-02
## 1817          NA    NA        NA           NA
## 1818   -630.1093    NA        NA 8.506982e-03
## 1819          NA    NA        NA           NA
## 1820   -634.7301    NA        NA 6.796450e-03
## 1821          NA    NA        NA           NA
## 1822   -635.9791    NA        NA 6.851679e-03
## 1823          NA    NA        NA           NA
## 1824   -646.2134    NA        NA 9.450563e-03
## 1825          NA    NA        NA           NA
## 1826   -631.4443    NA        NA 1.467608e-02
## 1827          NA    NA        NA           NA
## 1828   -632.4449    NA        NA 1.569826e-02
## 1829          NA    NA        NA           NA
## 1830   -630.5957    NA        NA 8.501908e-03
## 1831          NA    NA        NA           NA
## 1832   -643.5239    NA        NA 1.357223e-02
## 1833          NA    NA        NA           NA
## 1834   -629.4676    NA        NA 6.766339e-03
## 1835          NA    NA        NA           NA
## 1836   -693.6615    NA        NA 1.033404e-02
## 1837          NA    NA        NA           NA
## 1838   -640.6455    NA        NA 8.122713e-03
## 1839          NA    NA        NA           NA
## 1840   -638.8019    NA        NA 1.542507e-02
## 1841          NA    NA        NA           NA
## 1842   -636.7805    NA        NA 3.010133e-02
## 1843          NA    NA        NA           NA
## 1844   -628.6911    NA        NA 9.277473e-03
## 1845          NA    NA        NA           NA
## 1846   -640.0286    NA        NA 3.754843e-02
## 1847          NA    NA        NA           NA
## 1848   -634.7624    NA        NA 1.560045e-02
## 1849          NA    NA        NA           NA
## 1850   -629.3127    NA        NA 5.759296e-03
## 1851          NA    NA        NA           NA
## 1852   -639.6198    NA        NA 1.519399e-02
## 1853          NA    NA        NA           NA
## 1854   -636.3365    NA        NA 2.486637e-02
## 1855          NA    NA        NA           NA
## 1856   -649.7441    NA        NA 2.822776e-02
## 1857          NA    NA        NA           NA
## 1858   -630.7228    NA        NA 8.599883e-03
## 1859          NA    NA        NA           NA
## 1860   -637.1565    NA        NA 2.151505e-02
## 1861          NA    NA        NA           NA
## 1862   -641.0857    NA        NA 1.601610e-02
## 1863          NA    NA        NA           NA
## 1864   -641.5645    NA        NA 9.826434e-03
## 1865          NA    NA        NA           NA
## 1866   -628.2603    NA        NA 8.381871e-03
## 1867          NA    NA        NA           NA
## 1868   -631.5637    NA        NA 7.842771e-03
## 1869          NA    NA        NA           NA
## 1870   -643.9720    NA        NA 1.376104e-02
## 1871          NA    NA        NA           NA
## 1872   -639.4347    NA        NA 1.921385e-02
## 1873          NA    NA        NA           NA
## 1874   -639.4908    NA        NA 1.406043e-02
## 1875          NA    NA        NA           NA
## 1876   -657.7325    NA        NA 7.148719e-03
## 1877          NA    NA        NA           NA
## 1878   -630.0208    NA        NA 8.951891e-03
## 1879          NA    NA        NA           NA
## 1880   -631.1900    NA        NA 1.182873e-02
## 1881          NA    NA        NA           NA
## 1882   -632.0668    NA        NA 1.419463e-02
## 1883          NA    NA        NA           NA
## 1884   -697.8529    NA        NA 1.126673e-02
## 1885          NA    NA        NA           NA
## 1886   -639.2702    NA        NA 2.036511e-02
## 1887          NA    NA        NA           NA
## 1888   -640.6196    NA        NA 1.417396e-02
## 1889          NA    NA        NA           NA
## 1890   -637.0651    NA        NA 1.108201e-02
## 1891          NA    NA        NA           NA
## 1892   -633.6917    NA        NA 5.588327e-03
## 1893          NA    NA        NA           NA
## 1894   -638.9125    NA        NA 1.101802e-02
## 1895          NA    NA        NA           NA
## 1896   -630.3836    NA        NA 7.014634e-03
## 1897          NA    NA        NA           NA
## 1898   -636.9164    NA        NA 1.007433e-02
## 1899          NA    NA        NA           NA
## 1900   -637.6683    NA        NA 1.069024e-02
## 1901          NA    NA        NA           NA
## 1902   -638.9411    NA        NA 2.136069e-02
## 1903          NA    NA        NA           NA
## 1904   -639.5286    NA        NA 1.122072e-02
## 1905          NA    NA        NA           NA
## 1906   -629.3093    NA        NA 9.252720e-03
## 1907          NA    NA        NA           NA
## 1908   -628.4576    NA        NA 8.574377e-03
## 1909          NA    NA        NA           NA
## 1910   -629.0853    NA        NA 7.999837e-03
## 1911          NA    NA        NA           NA
## 1912   -637.3179    NA        NA 2.338036e-02
## 1913          NA    NA        NA           NA
## 1914   -628.8571    NA        NA 1.000656e-02
## 1915          NA    NA        NA           NA
## 1916   -633.0857    NA        NA 1.167580e-02
## 1917          NA    NA        NA           NA
## 1918   -629.1509    NA        NA 5.751243e-03
## 1919          NA    NA        NA           NA
## 1920   -632.4571    NA        NA 6.694015e-03
## 1921          NA    NA        NA           NA
## 1922   -631.2359    NA        NA 1.620804e-02
## 1923          NA    NA        NA           NA
## 1924   -637.8608    NA        NA 1.421096e-02
## 1925          NA    NA        NA           NA
## 1926   -634.1170    NA        NA 7.738616e-03
## 1927          NA    NA        NA           NA
## 1928   -630.2338    NA        NA 1.433560e-02
## 1929          NA    NA        NA           NA
## 1930   -640.7410    NA        NA 1.225343e-02
## 1931          NA    NA        NA           NA
## 1932   -634.5153    NA        NA 8.958996e-03
## 1933          NA    NA        NA           NA
## 1934   -634.0436    NA        NA 1.469861e-02
## 1935          NA    NA        NA           NA
## 1936   -629.0883    NA        NA 1.159992e-02
## 1937          NA    NA        NA           NA
## 1938   -628.3398    NA        NA 9.126228e-03
## 1939          NA    NA        NA           NA
## 1940   -629.3118    NA        NA 1.388529e-02
## 1941          NA    NA        NA           NA
## 1942   -629.6598    NA        NA 9.492233e-03
## 1943          NA    NA        NA           NA
## 1944   -629.8590    NA        NA 8.052499e-03
## 1945          NA    NA        NA           NA
## 1946   -644.9639    NA        NA 4.689164e-02
## 1947          NA    NA        NA           NA
## 1948   -653.1747    NA        NA 1.431799e-02
## 1949          NA    NA        NA           NA
## 1950   -629.4855    NA        NA 9.006695e-03
## 1951          NA    NA        NA           NA
## 1952   -628.7318    NA        NA 5.254331e-03
## 1953          NA    NA        NA           NA
## 1954   -639.6365    NA        NA 1.109529e-02
## 1955          NA    NA        NA           NA
## 1956   -646.7624    NA        NA 5.785631e-03
## 1957          NA    NA        NA           NA
## 1958   -632.0874    NA        NA 1.239644e-02
## 1959          NA    NA        NA           NA
## 1960   -627.4471    NA        NA 6.887425e-03
## 1961          NA    NA        NA           NA
## 1962   -628.4001    NA        NA 1.335073e-02
## 1963          NA    NA        NA           NA
## 1964   -628.3357    NA        NA 9.556370e-03
## 1965          NA    NA        NA           NA
## 1966   -630.8837    NA        NA 5.872650e-03
## 1967          NA    NA        NA           NA
## 1968   -628.1519    NA        NA 1.035522e-02
## 1969          NA    NA        NA           NA
## 1970   -630.0432    NA        NA 8.801370e-03
## 1971          NA    NA        NA           NA
## 1972   -628.2000    NA        NA 9.239712e-03
## 1973          NA    NA        NA           NA
## 1974   -631.5343    NA        NA 8.321069e-03
## 1975          NA    NA        NA           NA
## 1976   -628.5277    NA        NA 6.355080e-03
## 1977          NA    NA        NA           NA
## 1978   -629.6987    NA        NA 1.045923e-02
## 1979          NA    NA        NA           NA
## 1980   -630.9797    NA        NA 1.617385e-02
## 1981          NA    NA        NA           NA
## 1982   -629.3051    NA        NA 6.396822e-03
## 1983          NA    NA        NA           NA
## 1984   -628.7499    NA        NA 9.005611e-03
## 1985          NA    NA        NA           NA
## 1986   -633.4932    NA        NA 1.160052e-02
## 1987          NA    NA        NA           NA
## 1988   -628.8172    NA        NA 7.245341e-03
## 1989          NA    NA        NA           NA
## 1990   -638.7806    NA        NA 3.294707e-02
## 1991          NA    NA        NA           NA
## 1992   -628.2718    NA        NA 9.580040e-03
## 1993          NA    NA        NA           NA
## 1994   -649.8397    NA        NA 1.237594e-02
## 1995          NA    NA        NA           NA
## 1996   -651.4013    NA        NA 1.016358e-02
## 1997          NA    NA        NA           NA
## 1998   -630.5423    NA        NA 1.150704e-02
## 1999          NA    NA        NA           NA
## 2000   -681.5507    NA        NA 2.391771e-03
## 2001          NA    NA        NA           NA
## 2002   -630.4265    NA        NA 5.113199e-03
## 2003          NA    NA        NA           NA
## 2004   -629.3726    NA        NA 9.893002e-03
## 2005          NA    NA        NA           NA
## 2006   -633.6391    NA        NA 1.072531e-02
## 2007          NA    NA        NA           NA
## 2008   -630.7556    NA        NA 7.323000e-03
## 2009          NA    NA        NA           NA
## 2010   -633.9264    NA        NA 1.522590e-02
## 2011          NA    NA        NA           NA
## 2012   -627.5650    NA        NA 8.323589e-03
## 2013          NA    NA        NA           NA
## 2014   -629.1426    NA        NA 1.090527e-02
## 2015          NA    NA        NA           NA
## 2016   -627.9401    NA        NA 7.184579e-03
## 2017          NA    NA        NA           NA
## 2018   -634.4548    NA        NA 1.299312e-02
## 2019          NA    NA        NA           NA
## 2020   -648.0047    NA        NA 1.587605e-02
## 2021          NA    NA        NA           NA
## 2022   -645.2753    NA        NA 2.398523e-02
## 2023          NA    NA        NA           NA
## 2024   -629.0664    NA        NA 4.099919e-03
## 2025          NA    NA        NA           NA
## 2026   -636.2097    NA        NA 1.185698e-02
## 2027          NA    NA        NA           NA
## 2028   -648.3298    NA        NA 1.051663e-02
## 2029          NA    NA        NA           NA
## 2030   -633.1790    NA        NA 1.099498e-02
## 2031          NA    NA        NA           NA
## 2032   -647.2896    NA        NA 1.119756e-02
## 2033          NA    NA        NA           NA
## 2034   -630.8800    NA        NA 7.754984e-03
## 2035          NA    NA        NA           NA
## 2036   -628.4156    NA        NA 7.876695e-03
## 2037          NA    NA        NA           NA
## 2038   -639.2456    NA        NA 2.743687e-02
## 2039          NA    NA        NA           NA
## 2040   -628.0595    NA        NA 1.175900e-02
## 2041          NA    NA        NA           NA
## 2042   -632.7713    NA        NA 1.194862e-02
## 2043          NA    NA        NA           NA
## 2044   -637.6772    NA        NA 2.716391e-02
## 2045          NA    NA        NA           NA
## 2046   -639.7404    NA        NA 9.660029e-03
## 2047          NA    NA        NA           NA
## 2048   -636.0278    NA        NA 3.624212e-02
## 2049          NA    NA        NA           NA
## 2050   -650.4088    NA        NA 9.730144e-03
## 2051          NA    NA        NA           NA
## 2052   -646.0139    NA        NA 1.064101e-02
## 2053          NA    NA        NA           NA
## 2054   -629.4854    NA        NA 9.796987e-03
## 2055          NA    NA        NA           NA
## 2056   -639.3618    NA        NA 3.469374e-02
## 2057          NA    NA        NA           NA
## 2058   -677.8343    NA        NA 6.300962e-03
## 2059          NA    NA        NA           NA
## 2060   -630.9498    NA        NA 1.390448e-02
## 2061          NA    NA        NA           NA
## 2062   -640.1375    NA        NA 2.546942e-02
## 2063          NA    NA        NA           NA
## 2064   -630.6412    NA        NA 8.608475e-03
## 2065          NA    NA        NA           NA
## 2066   -635.8247    NA        NA 1.272807e-02
## 2067          NA    NA        NA           NA
## 2068   -757.0985    NA        NA 5.531901e-04
## 2069          NA    NA        NA           NA
## 2070   -645.5678    NA        NA 1.438943e-02
## 2071          NA    NA        NA           NA
## 2072   -630.9610    NA        NA 1.240464e-02
## 2073          NA    NA        NA           NA
## 2074   -647.2927    NA        NA 1.084013e-02
## 2075          NA    NA        NA           NA
## 2076   -628.9456    NA        NA 6.953688e-03
## 2077          NA    NA        NA           NA
## 2078   -636.2351    NA        NA 1.174106e-02
## 2079          NA    NA        NA           NA
## 2080   -644.9718    NA        NA 9.200609e-03
## 2081          NA    NA        NA           NA
## 2082   -635.7563    NA        NA 1.865085e-02
## 2083          NA    NA        NA           NA
## 2084   -643.9979    NA        NA 3.313522e-02
## 2085          NA    NA        NA           NA
## 2086   -636.3480    NA        NA 6.205287e-03
## 2087          NA    NA        NA           NA
## 2088   -637.9775    NA        NA 1.076230e-02
## 2089          NA    NA        NA           NA
## 2090   -647.3090    NA        NA 1.106137e-02
## 2091          NA    NA        NA           NA
## 2092   -627.9714    NA        NA 8.894911e-03
## 2093          NA    NA        NA           NA
## 2094   -634.2992    NA        NA 5.836084e-03
## 2095          NA    NA        NA           NA
## 2096   -628.1201    NA        NA 9.515883e-03
## 2097          NA    NA        NA           NA
## 2098   -756.5590    NA        NA 1.010856e-03
## 2099          NA    NA        NA           NA
## 2100   -651.3492    NA        NA 1.268756e-01
## 2101          NA    NA        NA           NA
## 2102   -635.4979    NA        NA 1.040165e-02
## 2103          NA    NA        NA           NA
## 2104   -627.7217    NA        NA 9.491285e-03
## 2105          NA    NA        NA           NA
## 2106   -632.9500    NA        NA 9.477032e-03
## 2107          NA    NA        NA           NA
## 2108   -632.1766    NA        NA 1.111891e-02
## 2109          NA    NA        NA           NA
## 2110   -633.5297    NA        NA 8.238658e-03
## 2111          NA    NA        NA           NA
## 2112   -644.9172    NA        NA 8.013173e-03
## 2113          NA    NA        NA           NA
## 2114   -629.1139    NA        NA 1.118805e-02
## 2115          NA    NA        NA           NA
## 2116   -631.1115    NA        NA 1.533137e-02
## 2117          NA    NA        NA           NA
## 2118   -631.2543    NA        NA 7.112634e-03
## 2119          NA    NA        NA           NA
## 2120   -628.2477    NA        NA 7.449047e-03
## 2121          NA    NA        NA           NA
## 2122   -629.9118    NA        NA 8.185476e-03
## 2123          NA    NA        NA           NA
## 2124   -630.8006    NA        NA 9.203955e-03
## 2125          NA    NA        NA           NA
## 2126   -643.4038    NA        NA 6.751120e-03
## 2127          NA    NA        NA           NA
## 2128   -643.4341    NA        NA 1.091881e-02
## 2129          NA    NA        NA           NA
## 2130   -628.6141    NA        NA 1.225842e-02
## 2131          NA    NA        NA           NA
## 2132   -629.2003    NA        NA 1.130052e-02
## 2133          NA    NA        NA           NA
## 2134   -629.3093    NA        NA 1.224293e-02
## 2135          NA    NA        NA           NA
## 2136   -638.2735    NA        NA 9.851956e-03
## 2137          NA    NA        NA           NA
## 2138   -634.5279    NA        NA 1.274369e-02
## 2139          NA    NA        NA           NA
## 2140   -645.6283    NA        NA 4.247123e-02
## 2141          NA    NA        NA           NA
## 2142   -634.6670    NA        NA 1.250110e-02
## 2143          NA    NA        NA           NA
## 2144   -628.5493    NA        NA 7.145189e-03
## 2145          NA    NA        NA           NA
## 2146   -627.9864    NA        NA 1.274508e-02
## 2147          NA    NA        NA           NA
## 2148   -629.6310    NA        NA 1.341530e-02
## 2149          NA    NA        NA           NA
## 2150   -630.5773    NA        NA 8.529562e-03
## 2151          NA    NA        NA           NA
## 2152   -658.0075    NA        NA 1.443503e-01
## 2153          NA    NA        NA           NA
## 2154   -628.4489    NA        NA 1.115999e-02
## 2155          NA    NA        NA           NA
## 2156   -629.7293    NA        NA 1.196479e-02
## 2157          NA    NA        NA           NA
## 2158   -635.9592    NA        NA 1.433403e-02
## 2159          NA    NA        NA           NA
## 2160   -640.4005    NA        NA 8.404419e-03
## 2161          NA    NA        NA           NA
## 2162   -632.1215    NA        NA 7.358259e-03
## 2163          NA    NA        NA           NA
## 2164   -630.6801    NA        NA 9.507817e-03
## 2165          NA    NA        NA           NA
## 2166   -638.9348    NA        NA 2.749036e-02
## 2167          NA    NA        NA           NA
## 2168   -632.6993    NA        NA 1.263581e-02
## 2169          NA    NA        NA           NA
## 2170   -635.5279    NA        NA 1.183763e-02
## 2171          NA    NA        NA           NA
## 2172   -631.6738    NA        NA 1.420387e-02
## 2173          NA    NA        NA           NA
## 2174   -637.5817    NA        NA 3.514427e-02
## 2175          NA    NA        NA           NA
## 2176   -630.9713    NA        NA 1.203093e-02
## 2177          NA    NA        NA           NA
## 2178   -726.4808    NA        NA 8.142024e-03
## 2179          NA    NA        NA           NA
## 2180   -635.9698    NA        NA 8.806421e-03
## 2181          NA    NA        NA           NA
## 2182   -631.1621    NA        NA 1.107045e-02
## 2183          NA    NA        NA           NA
## 2184   -635.1631    NA        NA 1.023658e-02
## 2185          NA    NA        NA           NA
## 2186   -628.4865    NA        NA 8.786513e-03
## 2187          NA    NA        NA           NA
## 2188   -630.1592    NA        NA 1.123856e-02
## 2189          NA    NA        NA           NA
## 2190   -629.3010    NA        NA 6.795613e-03
## 2191          NA    NA        NA           NA
## 2192   -629.0045    NA        NA 1.060042e-02
## 2193          NA    NA        NA           NA
## 2194   -630.3465    NA        NA 8.896516e-03
## 2195          NA    NA        NA           NA
## 2196   -643.6670    NA        NA 1.049253e-02
## 2197          NA    NA        NA           NA
## 2198   -629.1767    NA        NA 9.410942e-03
## 2199          NA    NA        NA           NA
## 2200   -629.7690    NA        NA 8.760868e-03
## 2201          NA    NA        NA           NA
## 2202   -629.8855    NA        NA 8.142896e-03
## 2203          NA    NA        NA           NA
## 2204   -632.6491    NA        NA 1.018494e-02
## 2205          NA    NA        NA           NA
## 2206   -636.9447    NA        NA 4.454141e-02
## 2207          NA    NA        NA           NA
## 2208   -692.5673    NA        NA 3.641095e-03
## 2209          NA    NA        NA           NA
## 2210   -627.9264    NA        NA 7.757612e-03
## 2211          NA    NA        NA           NA
## 2212   -682.9085    NA        NA 8.941248e-03
## 2213          NA    NA        NA           NA
## 2214   -629.4134    NA        NA 1.103888e-02
## 2215          NA    NA        NA           NA
## 2216   -628.3204    NA        NA 5.368854e-03
## 2217          NA    NA        NA           NA
## 2218   -637.3637    NA        NA 4.459799e-03
## 2219          NA    NA        NA           NA
## 2220   -635.5024    NA        NA 9.932087e-03
## 2221          NA    NA        NA           NA
## 2222   -629.6791    NA        NA 9.767143e-03
## 2223          NA    NA        NA           NA
## 2224   -644.1327    NA        NA 1.353576e-02
## 2225          NA    NA        NA           NA
## 2226   -640.2399    NA        NA 2.738759e-02
## 2227          NA    NA        NA           NA
## 2228   -630.2157    NA        NA 1.178173e-02
## 2229          NA    NA        NA           NA
## 2230   -634.6001    NA        NA 9.836499e-03
## 2231          NA    NA        NA           NA
## 2232   -628.0570    NA        NA 8.117828e-03
## 2233          NA    NA        NA           NA
## 2234   -636.3284    NA        NA 1.663552e-02
## 2235          NA    NA        NA           NA
## 2236   -629.5748    NA        NA 8.133649e-03
## 2237          NA    NA        NA           NA
## 2238   -647.4935    NA        NA 3.065960e-02
## 2239          NA    NA        NA           NA
## 2240   -645.0908    NA        NA 1.585656e-02
## 2241          NA    NA        NA           NA
## 2242   -635.0776    NA        NA 1.239053e-02
## 2243          NA    NA        NA           NA
## 2244   -628.5428    NA        NA 9.046368e-03
## 2245          NA    NA        NA           NA
## 2246   -632.0834    NA        NA 1.086240e-02
## 2247          NA    NA        NA           NA
## 2248   -630.6327    NA        NA 7.057270e-03
## 2249          NA    NA        NA           NA
## 2250   -640.5890    NA        NA 9.219988e-03
## 2251          NA    NA        NA           NA
## 2252   -635.2256    NA        NA 8.613006e-03
## 2253          NA    NA        NA           NA
## 2254   -635.7893    NA        NA 8.506937e-03
## 2255          NA    NA        NA           NA
## 2256   -628.3217    NA        NA 9.690978e-03
## 2257          NA    NA        NA           NA
## 2258   -629.9067    NA        NA 1.539339e-02
## 2259          NA    NA        NA           NA
## 2260   -640.6879    NA        NA 6.704945e-03
## 2261          NA    NA        NA           NA
## 2262   -633.5473    NA        NA 1.224809e-02
## 2263          NA    NA        NA           NA
## 2264   -630.8516    NA        NA 9.165876e-03
## 2265          NA    NA        NA           NA
## 2266   -630.1744    NA        NA 6.551281e-03
## 2267          NA    NA        NA           NA
## 2268   -638.7511    NA        NA 1.558856e-02
## 2269          NA    NA        NA           NA
## 2270   -628.5358    NA        NA 9.190484e-03
## 2271          NA    NA        NA           NA
## 2272   -641.9320    NA        NA 2.434357e-02
## 2273          NA    NA        NA           NA
## 2274   -634.4593    NA        NA 8.213734e-03
## 2275          NA    NA        NA           NA
## 2276   -632.6936    NA        NA 1.048840e-02
## 2277          NA    NA        NA           NA
## 2278   -639.5626    NA        NA 3.399775e-02
## 2279          NA    NA        NA           NA
## 2280   -631.8557    NA        NA 8.144678e-03
## 2281          NA    NA        NA           NA
## 2282   -636.5740    NA        NA 1.940241e-02
## 2283          NA    NA        NA           NA
## 2284   -638.1200    NA        NA 2.165883e-02
## 2285          NA    NA        NA           NA
## 2286   -628.8546    NA        NA 9.633331e-03
## 2287          NA    NA        NA           NA
## 2288   -638.1805    NA        NA 1.060516e-02
## 2289          NA    NA        NA           NA
## 2290   -628.3403    NA        NA 5.676870e-03
## 2291          NA    NA        NA           NA
## 2292   -644.1631    NA        NA 5.595991e-02
## 2293          NA    NA        NA           NA
## 2294   -636.9301    NA        NA 2.980852e-02
## 2295          NA    NA        NA           NA
## 2296   -639.0732    NA        NA 1.480616e-02
## 2297          NA    NA        NA           NA
## 2298   -653.1414    NA        NA 2.364478e-02
## 2299          NA    NA        NA           NA
## 2300   -631.2988    NA        NA 1.182384e-02
## 2301          NA    NA        NA           NA
## 2302   -630.6793    NA        NA 9.820738e-03
## 2303          NA    NA        NA           NA
## 2304   -637.7311    NA        NA 1.333837e-02
## 2305          NA    NA        NA           NA
## 2306   -630.4390    NA        NA 1.290246e-02
## 2307          NA    NA        NA           NA
## 2308   -629.5070    NA        NA 9.368052e-03
## 2309          NA    NA        NA           NA
## 2310   -630.4735    NA        NA 9.074186e-03
## 2311          NA    NA        NA           NA
## 2312   -628.4879    NA        NA 7.444107e-03
## 2313          NA    NA        NA           NA
## 2314   -639.0304    NA        NA 1.065381e-02
## 2315          NA    NA        NA           NA
## 2316   -645.5156    NA        NA 1.108554e-02
## 2317          NA    NA        NA           NA
## 2318   -631.7988    NA        NA 1.347106e-02
## 2319          NA    NA        NA           NA
## 2320   -629.4538    NA        NA 9.695735e-03
## 2321          NA    NA        NA           NA
## 2322   -667.2675    NA        NA 2.306716e-03
## 2323          NA    NA        NA           NA
## 2324   -634.3955    NA        NA 6.736765e-03
## 2325          NA    NA        NA           NA
## 2326   -634.4358    NA        NA 1.116458e-02
## 2327          NA    NA        NA           NA
## 2328   -638.1697    NA        NA 1.086704e-02
## 2329          NA    NA        NA           NA
## 2330   -653.7166    NA        NA 7.430333e-03
## 2331          NA    NA        NA           NA
## 2332   -646.7844    NA        NA 2.076586e-02
## 2333          NA    NA        NA           NA
## 2334   -630.6085    NA        NA 6.147908e-03
## 2335          NA    NA        NA           NA
## 2336   -629.0698    NA        NA 7.404259e-03
## 2337          NA    NA        NA           NA
## 2338   -628.6086    NA        NA 9.076200e-03
## 2339          NA    NA        NA           NA
## 2340   -637.1657    NA        NA 7.156497e-03
## 2341          NA    NA        NA           NA
## 2342   -637.0988    NA        NA 5.777753e-03
## 2343          NA    NA        NA           NA
## 2344   -644.9591    NA        NA 1.200642e-02
## 2345          NA    NA        NA           NA
## 2346   -645.5985    NA        NA 2.187697e-02
## 2347          NA    NA        NA           NA
## 2348   -636.9535    NA        NA 8.272279e-03
## 2349          NA    NA        NA           NA
## 2350   -681.2382    NA        NA 2.743111e-03
## 2351          NA    NA        NA           NA
## 2352   -637.0725    NA        NA 6.892775e-03
## 2353          NA    NA        NA           NA
## 2354   -629.7943    NA        NA 9.790907e-03
## 2355          NA    NA        NA           NA
## 2356   -628.9676    NA        NA 1.197875e-02
## 2357          NA    NA        NA           NA
## 2358   -628.9464    NA        NA 4.356904e-03
## 2359          NA    NA        NA           NA
## 2360   -634.9360    NA        NA 7.761277e-03
## 2361          NA    NA        NA           NA
## 2362   -629.4206    NA        NA 8.529459e-03
## 2363          NA    NA        NA           NA
## 2364   -628.6975    NA        NA 8.819304e-03
## 2365          NA    NA        NA           NA
## 2366   -629.9459    NA        NA 9.279067e-03
## 2367          NA    NA        NA           NA
## 2368   -672.5716    NA        NA 3.421109e-03
## 2369          NA    NA        NA           NA
## 2370   -640.1773    NA        NA 3.029619e-02
## 2371          NA    NA        NA           NA
## 2372   -629.0984    NA        NA 6.039501e-03
## 2373          NA    NA        NA           NA
## 2374   -630.5815    NA        NA 1.261703e-02
## 2375          NA    NA        NA           NA
## 2376   -638.2085    NA        NA 2.188672e-02
## 2377          NA    NA        NA           NA
## 2378   -646.4079    NA        NA 5.512632e-03
## 2379          NA    NA        NA           NA
## 2380   -641.8091    NA        NA 1.193528e-02
## 2381          NA    NA        NA           NA
## 2382   -636.4874    NA        NA 4.160426e-02
## 2383          NA    NA        NA           NA
## 2384   -628.1594    NA        NA 1.077678e-02
## 2385          NA    NA        NA           NA
## 2386   -631.8357    NA        NA 1.218294e-02
## 2387          NA    NA        NA           NA
## 2388   -635.0556    NA        NA 2.626704e-02
## 2389          NA    NA        NA           NA
## 2390   -649.7841    NA        NA 8.381942e-03
## 2391          NA    NA        NA           NA
## 2392   -633.5726    NA        NA 5.827691e-03
## 2393          NA    NA        NA           NA
## 2394   -639.2825    NA        NA 4.254639e-02
## 2395          NA    NA        NA           NA
## 2396   -628.8542    NA        NA 1.042238e-02
## 2397          NA    NA        NA           NA
## 2398   -652.2873    NA        NA 1.814383e-02
## 2399          NA    NA        NA           NA
## 2400   -628.8610    NA        NA 9.272151e-03
## 2401          NA    NA        NA           NA
## 2402   -647.0830    NA        NA 1.031708e-02
## 2403          NA    NA        NA           NA
## 2404   -696.6293    NA        NA 1.801465e-03
## 2405          NA    NA        NA           NA
## 2406   -651.3446    NA        NA 9.665363e-03
## 2407          NA    NA        NA           NA
## 2408   -632.5044    NA        NA 1.277145e-02
## 2409          NA    NA        NA           NA
## 2410   -628.5349    NA        NA 1.060538e-02
## 2411          NA    NA        NA           NA
## 2412   -628.2132    NA        NA 7.644735e-03
## 2413          NA    NA        NA           NA
## 2414   -630.6464    NA        NA 1.025605e-02
## 2415          NA    NA        NA           NA
## 2416   -640.7719    NA        NA 1.592454e-02
## 2417          NA    NA        NA           NA
## 2418   -631.3445    NA        NA 5.430080e-03
## 2419          NA    NA        NA           NA
## 2420   -634.5635    NA        NA 1.333889e-02
## 2421          NA    NA        NA           NA
## 2422   -683.9859    NA        NA 5.172623e-03
## 2423          NA    NA        NA           NA
## 2424   -640.4929    NA        NA 9.373898e-03
## 2425          NA    NA        NA           NA
## 2426   -631.4112    NA        NA 1.066125e-02
## 2427          NA    NA        NA           NA
## 2428   -630.8075    NA        NA 9.298537e-03
## 2429          NA    NA        NA           NA
## 2430   -629.4047    NA        NA 9.556234e-03
## 2431          NA    NA        NA           NA
## 2432   -628.9249    NA        NA 8.341079e-03
## 2433          NA    NA        NA           NA
## 2434   -636.0869    NA        NA 2.067215e-02
## 2435          NA    NA        NA           NA
## 2436   -629.3981    NA        NA 1.256827e-02
## 2437          NA    NA        NA           NA
## 2438   -634.8662    NA        NA 6.770447e-03
## 2439          NA    NA        NA           NA
## 2440   -632.1113    NA        NA 1.039855e-02
## 2441          NA    NA        NA           NA
## 2442   -704.9576    NA        NA 4.256222e-03
## 2443          NA    NA        NA           NA
## 2444   -630.1495    NA        NA 7.137977e-03
## 2445          NA    NA        NA           NA
## 2446   -632.9496    NA        NA 9.558231e-03
## 2447          NA    NA        NA           NA
## 2448   -633.7921    NA        NA 8.310461e-03
## 2449          NA    NA        NA           NA
## 2450   -636.6978    NA        NA 9.588706e-03
## 2451          NA    NA        NA           NA
## 2452   -645.0749    NA        NA 2.087793e-02
## 2453          NA    NA        NA           NA
## 2454   -645.6866    NA        NA 1.154894e-02
## 2455          NA    NA        NA           NA
## 2456   -628.7024    NA        NA 8.106572e-03
## 2457          NA    NA        NA           NA
## 2458   -629.1922    NA        NA 8.918756e-03
## 2459          NA    NA        NA           NA
## 2460   -633.6474    NA        NA 8.894166e-03
## 2461          NA    NA        NA           NA
## 2462   -628.3948    NA        NA 1.055102e-02
## 2463          NA    NA        NA           NA
## 2464   -638.0870    NA        NA 1.581114e-02
## 2465          NA    NA        NA           NA
## 2466   -629.8154    NA        NA 8.547256e-03
## 2467          NA    NA        NA           NA
## 2468   -631.1370    NA        NA 7.887472e-03
## 2469          NA    NA        NA           NA
## 2470   -634.1691    NA        NA 8.908285e-03
## 2471          NA    NA        NA           NA
## 2472   -632.1798    NA        NA 7.468740e-03
## 2473          NA    NA        NA           NA
## 2474   -628.6143    NA        NA 8.260523e-03
## 2475          NA    NA        NA           NA
## 2476   -638.1560    NA        NA 1.824901e-02
## 2477          NA    NA        NA           NA
## 2478   -631.1618    NA        NA 1.188662e-02
## 2479          NA    NA        NA           NA
## 2480   -637.8918    NA        NA 1.955595e-02
## 2481          NA    NA        NA           NA
## 2482   -629.0262    NA        NA 7.428269e-03
## 2483          NA    NA        NA           NA
## 2484   -629.3013    NA        NA 1.040826e-02
## 2485          NA    NA        NA           NA
## 2486   -628.6920    NA        NA 1.658465e-02
## 2487          NA    NA        NA           NA
## 2488   -628.3762    NA        NA 8.208662e-03
## 2489          NA    NA        NA           NA
## 2490   -638.3520    NA        NA 9.193656e-03
## 2491          NA    NA        NA           NA
## 2492   -651.9351    NA        NA 6.361737e-03
## 2493          NA    NA        NA           NA
## 2494   -629.1827    NA        NA 1.415969e-02
## 2495          NA    NA        NA           NA
## 2496   -633.1676    NA        NA 1.403377e-02
## 2497          NA    NA        NA           NA
## 2498   -628.7486    NA        NA 8.205611e-03
## 2499          NA    NA        NA           NA
## 2500   -628.3474    NA        NA 6.688220e-03
## 2501          NA    NA        NA           NA
## 2502   -631.0243    NA        NA 7.467611e-03
## 2503          NA    NA        NA           NA
## 2504   -640.8938    NA        NA 9.924211e-03
## 2505          NA    NA        NA           NA
## 2506   -629.2627    NA        NA 8.582409e-03
## 2507          NA    NA        NA           NA
## 2508   -637.1338    NA        NA 1.162738e-02
## 2509          NA    NA        NA           NA
## 2510   -635.2821    NA        NA 1.451010e-02
## 2511          NA    NA        NA           NA
## 2512   -628.8962    NA        NA 6.700595e-03
## 2513          NA    NA        NA           NA
## 2514   -640.5121    NA        NA 2.439755e-02
## 2515          NA    NA        NA           NA
## 2516   -628.5754    NA        NA 1.100857e-02
## 2517          NA    NA        NA           NA
## 2518   -628.9897    NA        NA 1.380068e-02
## 2519          NA    NA        NA           NA
## 2520   -628.4009    NA        NA 9.870695e-03
## 2521          NA    NA        NA           NA
## 2522   -646.9672    NA        NA 1.026637e-01
## 2523          NA    NA        NA           NA
## 2524   -628.4266    NA        NA 8.401709e-03
## 2525          NA    NA        NA           NA
## 2526   -630.1176    NA        NA 8.082884e-03
## 2527          NA    NA        NA           NA
## 2528   -667.3014    NA        NA 4.522783e-03
## 2529          NA    NA        NA           NA
## 2530   -628.6387    NA        NA 1.016609e-02
## 2531          NA    NA        NA           NA
## 2532   -633.5879    NA        NA 1.323271e-02
## 2533          NA    NA        NA           NA
## 2534   -650.2041    NA        NA 4.266214e-02
## 2535          NA    NA        NA           NA
## 2536   -633.6464    NA        NA 1.360712e-02
## 2537          NA    NA        NA           NA
## 2538   -628.4419    NA        NA 6.506898e-03
## 2539          NA    NA        NA           NA
## 2540   -628.9952    NA        NA 5.699024e-03
## 2541          NA    NA        NA           NA
## 2542   -630.6342    NA        NA 1.065124e-02
## 2543          NA    NA        NA           NA
## 2544   -628.2393    NA        NA 1.006706e-02
## 2545          NA    NA        NA           NA
## 2546   -640.2714    NA        NA 2.193101e-02
## 2547          NA    NA        NA           NA
## 2548   -632.6685    NA        NA 7.485019e-03
## 2549          NA    NA        NA           NA
## 2550   -648.1658    NA        NA 2.970859e-02
## 2551          NA    NA        NA           NA
## 2552   -629.6232    NA        NA 8.971907e-03
## 2553          NA    NA        NA           NA
## 2554   -632.6000    NA        NA 9.631639e-03
## 2555          NA    NA        NA           NA
## 2556   -647.7791    NA        NA 1.109838e-02
## 2557          NA    NA        NA           NA
## 2558   -650.8649    NA        NA 9.523190e-03
## 2559          NA    NA        NA           NA
## 2560   -640.8486    NA        NA 8.561745e-03
## 2561          NA    NA        NA           NA
## 2562   -641.7177    NA        NA 3.470379e-02
## 2563          NA    NA        NA           NA
## 2564   -627.7926    NA        NA 6.777513e-03
## 2565          NA    NA        NA           NA
## 2566   -629.4786    NA        NA 1.530621e-02
## 2567          NA    NA        NA           NA
## 2568   -629.9792    NA        NA 9.236330e-03
## 2569          NA    NA        NA           NA
## 2570   -628.9459    NA        NA 8.558945e-03
## 2571          NA    NA        NA           NA
## 2572   -630.8560    NA        NA 9.297737e-03
## 2573          NA    NA        NA           NA
## 2574   -628.7351    NA        NA 1.110378e-02
## 2575          NA    NA        NA           NA
## 2576   -630.0221    NA        NA 1.059062e-02
## 2577          NA    NA        NA           NA
## 2578   -653.4227    NA        NA 1.662255e-01
## 2579          NA    NA        NA           NA
## 2580   -629.2413    NA        NA 5.991788e-03
## 2581          NA    NA        NA           NA
## 2582   -630.3118    NA        NA 1.147486e-02
## 2583          NA    NA        NA           NA
## 2584   -645.1505    NA        NA 1.928154e-02
## 2585          NA    NA        NA           NA
## 2586   -631.1236    NA        NA 7.369661e-03
## 2587          NA    NA        NA           NA
## 2588   -641.6801    NA        NA 8.362150e-03
## 2589          NA    NA        NA           NA
## 2590   -629.4890    NA        NA 1.086695e-02
## 2591          NA    NA        NA           NA
## 2592   -633.4848    NA        NA 8.660135e-03
## 2593          NA    NA        NA           NA
## 2594   -627.9922    NA        NA 6.999121e-03
## 2595          NA    NA        NA           NA
## 2596   -634.5399    NA        NA 1.828486e-02
## 2597          NA    NA        NA           NA
## 2598   -629.7457    NA        NA 7.598721e-03
## 2599          NA    NA        NA           NA
## 2600   -637.0235    NA        NA 8.466000e-03
## 2601          NA    NA        NA           NA
## 2602   -638.1142    NA        NA 1.022200e-02
## 2603          NA    NA        NA           NA
## 2604   -629.3561    NA        NA 6.298886e-03
## 2605          NA    NA        NA           NA
## 2606   -716.9025    NA        NA 3.886069e-01
## 2607          NA    NA        NA           NA
## 2608   -628.4894    NA        NA 7.789869e-03
## 2609          NA    NA        NA           NA
## 2610   -694.4753    NA        NA 5.869489e-03
## 2611          NA    NA        NA           NA
## 2612   -628.7821    NA        NA 8.168808e-03
## 2613          NA    NA        NA           NA
## 2614   -642.1305    NA        NA 1.669327e-02
## 2615          NA    NA        NA           NA
## 2616   -650.0550    NA        NA 7.315386e-03
## 2617          NA    NA        NA           NA
## 2618   -628.5939    NA        NA 1.008045e-02
## 2619          NA    NA        NA           NA
## 2620   -629.6585    NA        NA 1.221270e-02
## 2621          NA    NA        NA           NA
## 2622   -628.3213    NA        NA 9.352479e-03
## 2623          NA    NA        NA           NA
## 2624   -630.4707    NA        NA 9.015962e-03
## 2625          NA    NA        NA           NA
## 2626   -628.1587    NA        NA 8.312425e-03
## 2627          NA    NA        NA           NA
## 2628   -638.4943    NA        NA 7.173040e-03
## 2629          NA    NA        NA           NA
## 2630   -629.3867    NA        NA 7.381730e-03
## 2631          NA    NA        NA           NA
## 2632   -638.6301    NA        NA 8.059091e-03
## 2633          NA    NA        NA           NA
## 2634   -629.3674    NA        NA 9.786276e-03
## 2635          NA    NA        NA           NA
## 2636   -638.8347    NA        NA 5.283326e-02
## 2637          NA    NA        NA           NA
## 2638   -637.3828    NA        NA 2.476557e-02
## 2639          NA    NA        NA           NA
## 2640   -629.9330    NA        NA 1.165411e-02
## 2641          NA    NA        NA           NA
## 2642   -644.7410    NA        NA 1.025045e-02
## 2643          NA    NA        NA           NA
## 2644   -631.1955    NA        NA 1.041033e-02
## 2645          NA    NA        NA           NA
## 2646   -644.0555    NA        NA 1.368493e-02
## 2647          NA    NA        NA           NA
## 2648   -628.3933    NA        NA 5.362228e-03
## 2649          NA    NA        NA           NA
## 2650   -630.0639    NA        NA 7.310380e-03
## 2651          NA    NA        NA           NA
## 2652   -638.7458    NA        NA 1.302835e-02
## 2653          NA    NA        NA           NA
## 2654   -637.3102    NA        NA 1.326032e-02
## 2655          NA    NA        NA           NA
## 2656   -756.4643    NA        NA 1.661113e-03
## 2657          NA    NA        NA           NA
## 2658   -633.5767    NA        NA 2.102050e-02
## 2659          NA    NA        NA           NA
## 2660   -638.6032    NA        NA 3.754769e-02
## 2661          NA    NA        NA           NA
## 2662   -711.6289    NA        NA 6.020428e-03
## 2663          NA    NA        NA           NA
## 2664   -629.2284    NA        NA 7.993352e-03
## 2665          NA    NA        NA           NA
## 2666   -655.2690    NA        NA 1.758156e-02
## 2667          NA    NA        NA           NA
## 2668   -628.6793    NA        NA 1.185552e-02
## 2669          NA    NA        NA           NA
## 2670   -629.5166    NA        NA 1.481652e-02
## 2671          NA    NA        NA           NA
## 2672   -637.6125    NA        NA 9.536933e-03
## 2673          NA    NA        NA           NA
## 2674   -649.0662    NA        NA 5.256922e-03
## 2675          NA    NA        NA           NA
## 2676   -629.8606    NA        NA 1.093830e-02
## 2677          NA    NA        NA           NA
## 2678   -629.9766    NA        NA 9.769967e-03
## 2679          NA    NA        NA           NA
## 2680   -638.3714    NA        NA 3.223084e-02
## 2681          NA    NA        NA           NA
## 2682   -634.5451    NA        NA 1.993204e-02
## 2683          NA    NA        NA           NA
## 2684   -629.2603    NA        NA 9.703976e-03
## 2685          NA    NA        NA           NA
## 2686   -638.4785    NA        NA 2.271628e-02
## 2687          NA    NA        NA           NA
## 2688   -630.7163    NA        NA 1.174131e-02
## 2689          NA    NA        NA           NA
## 2690   -629.8429    NA        NA 9.166423e-03
## 2691          NA    NA        NA           NA
## 2692   -648.6793    NA        NA 1.644334e-02
## 2693          NA    NA        NA           NA
## 2694   -635.5092    NA        NA 4.106255e-02
## 2695          NA    NA        NA           NA
## 2696   -630.9711    NA        NA 7.407137e-03
## 2697          NA    NA        NA           NA
## 2698   -630.8363    NA        NA 7.464415e-03
## 2699          NA    NA        NA           NA
## 2700   -643.2778    NA        NA 1.254394e-02
## 2701          NA    NA        NA           NA
## 2702   -705.8314    NA        NA 4.502677e-03
##  [ reached getOption("max.print") -- omitted 47298 rows ]
## 
## [[2]]
##       M_0 V_0 K_0         R_0         b_q b_a          b_p         p_S
## 1       5  13  14   4.8596623 0.984408705   0 0.0818085971 0.699855403
## 2       5  13  14   4.8596623 0.984408705   0 0.0818085971 0.699855403
## 3       5  13  14   4.3958204 0.983606526   0 0.0870556476 0.690463263
## 4       5  13  14   2.8123215 0.985127379   0 0.0882445081 0.640678320
## 5       5  13  14   1.8648602 0.979405150   0 0.0831224049 0.633151395
## 6       5  13  14   1.4314354 0.980340720   0 0.0827591260 0.631504289
## 7       5  13  14   1.4544884 0.982582843   0 0.0716013708 0.621555126
## 8       5  13  14   1.2336131 0.978710092   0 0.0663515817 0.682167602
## 9       5  13  14   1.0466583 0.974604413   0 0.0599094663 0.739852809
## 10      5  13  14   1.1919595 0.974156705   0 0.0599073748 0.706163458
## 11      5  13  14   1.1432543 0.973618553   0 0.0564835173 0.698157005
## 12      5  13  14   1.1240836 0.972821646   0 0.0515263487 0.782214872
## 13      5  13  14   1.0437666 0.977880575   0 0.0471117707 0.820348358
## 14      5  13  14   0.9628188 0.977110681   0 0.0451492381 0.802789106
## 15      5  13  14   1.0130850 0.983122613   0 0.0472195681 0.819228420
## 16      5  13  14   0.9587037 0.974397511   0 0.0609317699 0.817650328
## 17      5  13  14   0.9802109 0.973079021   0 0.0650340851 0.824581313
## 18      5  13  14   0.9917719 0.971567265   0 0.0657662581 0.830502445
## 19      5  13  14   0.8639338 0.972946479   0 0.0576283177 0.859916962
## 20      5  13  14   0.8486248 0.973635920   0 0.0542281855 0.869653103
## 21      5  13  14   0.8785861 0.965393123   0 0.0541153738 0.862585229
## 22      5  13  14   0.9947912 0.965064701   0 0.0522542580 0.852613569
## 23      5  13  14   0.9770882 0.965858410   0 0.0528888773 0.858149878
## 24      5  13  14   0.9229197 0.965747161   0 0.0496827611 0.862650243
## 25      5  13  14   0.9250267 0.968278402   0 0.0446464441 0.874146893
## 26      5  13  14   1.0342138 0.968535401   0 0.0512412950 0.841915413
## 27      5  13  14   0.8918079 0.964265707   0 0.0533582212 0.828402046
## 28      5  13  14   0.9650367 0.960790464   0 0.0508191659 0.846146764
## 29      5  13  14   0.9024784 0.957879156   0 0.0407533609 0.836997714
## 30      5  13  14   1.0285214 0.951270784   0 0.0441100742 0.855672821
## 31      5  13  14   1.0138535 0.951166538   0 0.0469844392 0.843862648
## 32      5  13  14   1.0053887 0.950731877   0 0.0338352018 0.874296596
## 33      5  13  14   0.9103487 0.944855974   0 0.0525550732 0.893591485
## 34      5  13  14   0.9249773 0.935034459   0 0.0605813263 0.912348456
## 35      5  13  14   0.8848238 0.939522152   0 0.0589622845 0.908796359
## 36      5  13  14   0.8764943 0.929738406   0 0.0620014877 0.905486661
## 37      5  13  14   0.8034818 0.937461603   0 0.0640167652 0.907355717
## 38      5  13  14   0.8739094 0.939332215   0 0.0604665330 0.912844093
## 39      5  13  14   0.8880509 0.933281457   0 0.0524292397 0.922428412
## 40      5  13  14   0.8949035 0.918463264   0 0.0570346077 0.919416714
## 41      5  13  14   0.9160629 0.923549764   0 0.0553353975 0.902935253
## 42      5  13  14   0.9199189 0.898675473   0 0.0542070730 0.900878546
## 43      5  13  14   0.8503662 0.896219108   0 0.0626952034 0.923160102
## 44      5  13  14   0.9219410 0.887349679   0 0.0568929820 0.932346183
## 45      5  13  14   0.9743658 0.872976750   0 0.0540016330 0.935522090
## 46      5  13  14   0.8828904 0.865498923   0 0.0468712406 0.931178318
## 47      5  13  14   0.9049803 0.853756826   0 0.0563332692 0.936625937
## 48      5  13  14   0.9289844 0.838894604   0 0.0663732177 0.947794850
## 49      5  13  14   0.9485812 0.816223493   0 0.0644173695 0.949100184
## 50      5  13  14   0.9415992 0.812841511   0 0.0728544105 0.948060048
## 51      5  13  14   0.9439756 0.787430500   0 0.0735508414 0.948055576
## 52      5  13  14   0.9650699 0.755823032   0 0.0726407418 0.943283020
## 53      5  13  14   0.9650699 0.755823032   0 0.0726407418 0.943283020
## 54      5  13  14   0.8637432 0.725868267   0 0.0684376001 0.943124670
## 55      5  13  14   0.8239197 0.706584864   0 0.0716546479 0.929854034
## 56      5  13  14   0.9322872 0.673772905   0 0.0890855224 0.926553706
## 57      5  13  14   0.9892608 0.590693541   0 0.1036646850 0.920503014
## 58      5  13  14   1.1810008 0.445628611   0 0.1004822186 0.944988238
## 59      5  13  14   1.1308295 0.431757879   0 0.0908575195 0.942580768
## 60      5  13  14   1.4811575 0.333667905   0 0.1225531230 0.955003835
## 61      5  13  14   1.4259278 0.341989981   0 0.1180631972 0.948917843
## 62      5  13  14   1.4633434 0.336483543   0 0.1283092040 0.951102360
## 63      5  13  14   1.4034107 0.345985863   0 0.1197211029 0.944711164
## 64      5  13  14   1.4721244 0.339225645   0 0.0976311130 0.942040670
## 65      5  13  14   1.4887005 0.332144774   0 0.0878380761 0.935694551
## 66      5  13  14   1.5236537 0.335147884   0 0.0785862822 0.919548024
## 67      5  13  14   1.5201482 0.323941930   0 0.0859482176 0.938013123
## 68      5  13  14   1.5578534 0.303911716   0 0.0961943371 0.949711694
## 69      5  13  14   1.5050235 0.313479731   0 0.1142118689 0.952647092
## 70      5  13  14   1.5079987 0.313425286   0 0.1061834752 0.953533811
## 71      5  13  14   1.5209688 0.314013888   0 0.1146353867 0.944145419
## 72      5  13  14   1.4624564 0.321300697   0 0.0851535766 0.956941380
## 73      5  13  14   1.5961963 0.304663224   0 0.0755697360 0.951052521
## 74      5  13  14   1.5173159 0.313158655   0 0.0703379977 0.956971282
## 75      5  13  14   1.4867036 0.321273207   0 0.0756045898 0.958508679
## 76      5  13  14   1.4538363 0.332596848   0 0.0761814650 0.951592482
## 77      5  13  14   1.5610285 0.310414052   0 0.0742074298 0.954933458
## 78      5  13  14   1.5648621 0.309242364   0 0.0778978686 0.941563396
## 79      5  13  14   1.6163162 0.307217917   0 0.0921340015 0.914791129
## 80      5  13  14   1.7173149 0.299067034   0 0.0876986893 0.901196784
## 81      5  13  14   1.8292081 0.265738906   0 0.0750406675 0.923066281
## 82      5  13  14   1.8555552 0.278450421   0 0.0815581180 0.891208438
## 83      5  13  14   1.7683661 0.287566731   0 0.0777564462 0.914542660
## 84      5  13  14   1.7110172 0.288045220   0 0.0756006633 0.930954949
## 85      5  13  14   1.7611538 0.279642597   0 0.0764112006 0.938718306
## 86      5  13  14   1.6247033 0.294519903   0 0.0712123080 0.953119165
## 87      5  13  14   1.7339663 0.278075655   0 0.0673370993 0.951936635
## 88      5  13  14   1.6338090 0.302581601   0 0.0617488757 0.936530654
## 89      5  13  14   1.6498571 0.298567539   0 0.0553117035 0.936577828
## 90      5  13  14   1.7098516 0.289237570   0 0.0624334317 0.934186303
## 91      5  13  14   1.7054710 0.282274488   0 0.0556624858 0.947247067
## 92      5  13  14   1.7116799 0.277434325   0 0.0489757956 0.953538801
## 93      5  13  14   1.7462761 0.282329919   0 0.0532252484 0.941202262
## 94      5  13  14   1.7693413 0.277472469   0 0.0653607526 0.930180305
## 95      5  13  14   1.7676633 0.283535824   0 0.0626087762 0.928530110
## 96      5  13  14   1.8507524 0.273210523   0 0.0630489974 0.910737870
## 97      5  13  14   1.7976492 0.286133922   0 0.0668209946 0.909089553
## 98      5  13  14   1.7899240 0.285399462   0 0.0744753688 0.902631633
## 99      5  13  14   1.9144374 0.268698350   0 0.0837873064 0.889441275
## 100     5  13  14   1.9169891 0.268822599   0 0.0865865494 0.879163592
## 101     5  13  14   1.9887819 0.267943727   0 0.0778987271 0.858552996
## 102     5  13  14   2.0586461 0.265009079   0 0.0762273957 0.843680820
## 103     5  13  14   2.1192063 0.260548861   0 0.0757769475 0.837767415
## 104     5  13  14   2.1192063 0.260548861   0 0.0757769475 0.837767415
## 105     5  13  14   5.1151278 0.510544449   0 0.9754599106 0.916481741
## 106     5  13  14   5.1151278 0.510544449   0 0.9754599106 0.916481741
## 107     5  13  14   4.5263562 0.440422940   0 0.9652229224 0.914182463
## 108     5  13  14   4.1740700 0.394027672   0 0.9642183607 0.911976521
## 109     5  13  14   1.6488465 0.329364779   0 0.9587480439 0.915123129
## 110     5  13  14   1.5679871 0.297201498   0 0.9577036677 0.925264144
## 111     5  13  14   2.2650590 0.206312161   0 0.9642074298 0.936747803
## 112     5  13  14   2.0950115 0.214239667   0 0.9642677986 0.942553529
## 113     5  13  14   2.0787304 0.215299467   0 0.9659199001 0.939710205
## 114     5  13  14   2.1400822 0.208879887   0 0.9698475504 0.937307017
## 115     5  13  14   2.1119265 0.209773986   0 0.9658606448 0.938357736
## 116     5  13  14   2.1116618 0.208442520   0 0.9677949434 0.933771502
## 117     5  13  14   2.0101445 0.214922056   0 0.9685257279 0.938221138
## 118     5  13  14   1.9541346 0.222150278   0 0.9738127989 0.934675285
## 119     5  13  14   2.0765058 0.216729287   0 0.9741720046 0.913443755
## 120     5  13  14   2.0493943 0.219904106   0 0.9743063861 0.896313422
## 121     5  13  14   2.2063367 0.207485620   0 0.9776417238 0.872167270
## 122     5  13  14   2.1950115 0.208847488   0 0.9743922457 0.860577469
## 123     5  13  14   2.2044071 0.209128612   0 0.9760642286 0.866535379
## 124     5  13  14   2.1453555 0.210439974   0 0.9721376768 0.862573047
## 125     5  13  14   2.2185896 0.213045950   0 0.9688330866 0.823781938
## 126     5  13  14   2.2518835 0.203912709   0 0.9735843653 0.857595193
## 127     5  13  14   2.1668494 0.209780159   0 0.9731197366 0.863054513
## 128     5  13  14   2.3570441 0.200900183   0 0.9762409090 0.827085043
## 129     5  13  14   2.2779165 0.203641814   0 0.9768476867 0.845292151
## 130     5  13  14   2.3882546 0.194223535   0 0.9823623378 0.839073812
## 131     5  13  14   2.4390237 0.192424836   0 0.9860396346 0.829224566
## 132     5  13  14   2.3744042 0.197314667   0 0.9864739031 0.836568656
## 133     5  13  14   2.3184074 0.199814039   0 0.9876709343 0.836320387
## 134     5  13  14   2.3304010 0.198828465   0 0.9867724155 0.835036355
## 135     5  13  14   2.4136813 0.191730996   0 0.9882832211 0.830102170
## 136     5  13  14   2.4506784 0.190774224   0 0.9885676707 0.818829133
## 137     5  13  14   2.6063562 0.185668493   0 0.9891383862 0.791625020
## 138     5  13  14   2.6497748 0.184897930   0 0.9896290901 0.782566687
## 139     5  13  14   2.5087186 0.191808092   0 0.9892238133 0.798214765
## 140     5  13  14   2.5896461 0.186757356   0 0.9899383473 0.794274968
## 141     5  13  14   2.5222090 0.190321480   0 0.9915092434 0.795821349
## 142     5  13  14   2.5612219 0.189374292   0 0.9913667800 0.784692101
## 143     5  13  14   2.8763547 0.179472507   0 0.9877595200 0.748030643
## 144     5  13  14   2.8781964 0.182861260   0 0.9860357164 0.717717389
## 145     5  13  14   3.0708206 0.179565690   0 0.9858112961 0.693835525
## 146     5  13  14   3.1693900 0.176521700   0 0.9842293773 0.674401632
## 147     5  13  14   3.4425704 0.170878431   0 0.9821843526 0.635029479
## 148     5  13  14   3.4864641 0.166185009   0 0.9812212166 0.642000532
## 149     5  13  14   3.6189355 0.165287053   0 0.9762080309 0.613929808
## 150     5  13  14   3.5820413 0.162527068   0 0.9755867873 0.626987519
## 151     5  13  14   3.5603628 0.163406314   0 0.9763734297 0.632951643
## 152     5  13  14   3.6179666 0.161618753   0 0.9732206285 0.625996525
## 153     5  13  14   3.5580990 0.162897796   0 0.9737069617 0.631654648
## 154     5  13  14   3.5870268 0.163562639   0 0.9729624473 0.625430864
## 155     5  13  14   3.7440969 0.161379740   0 0.9729801021 0.604039227
## 156     5  13  14   3.7924584 0.159907025   0 0.9713556943 0.603585592
## 157     5  13  14   3.7924584 0.159907025   0 0.9713556943 0.603585592
## 158     5  13  14   3.8504291 0.159862763   0 0.9717825059 0.609295052
## 159     5  13  14   3.6913788 0.166830115   0 0.9721264073 0.604611073
## 160     5  13  14   3.6274924 0.169726686   0 0.9728421751 0.603651186
## 161     5  13  14   3.6350036 0.169870417   0 0.9739877609 0.602776939
## 162     5  13  14   3.5396681 0.173205138   0 0.9705286779 0.609977227
## 163     5  13  14   3.7649167 0.167107854   0 0.9732921366 0.576303374
## 164     5  13  14   4.0081092 0.159818956   0 0.9753295751 0.569023909
## 165     5  13  14   3.9812179 0.157286868   0 0.9805440243 0.582076118
## 166     5  13  14   3.9296381 0.160914838   0 0.9768380707 0.584119549
## 167     5  13  14   3.9138736 0.160222713   0 0.9800127928 0.582170843
## 168     5  13  14   3.8144052 0.161813019   0 0.9836729728 0.587679781
## 169     5  13  14   3.9416803 0.160221056   0 0.9815637905 0.576680560
## 170     5  13  14   3.8451791 0.161313030   0 0.9853771287 0.582650652
## 171     5  13  14   3.7760563 0.161786191   0 0.9866774025 0.585623710
## 172     5  13  14   3.8573284 0.160119921   0 0.9862043813 0.577929194
## 173     5  13  14   3.7315327 0.160007359   0 0.9874998341 0.597667381
## 174     5  13  14   3.5183156 0.165251356   0 0.9900615040 0.606451047
## 175     5  13  14   3.4438190 0.166203314   0 0.9920530342 0.614668822
## 176     5  13  14   3.2053371 0.170319887   0 0.9926263958 0.644581735
## 177     5  13  14   3.2261338 0.169171683   0 0.9914260214 0.650347856
## 178     5  13  14   3.1540281 0.170779679   0 0.9913221224 0.657125520
## 179     5  13  14   3.3236403 0.166166498   0 0.9898044251 0.636646333
## 180     5  13  14   3.3340314 0.166990711   0 0.9888983274 0.633485654
## 181     5  13  14   3.3772569 0.164156557   0 0.9870794919 0.634782688
## 182     5  13  14   3.4489235 0.162240657   0 0.9866066343 0.628365465
## 183     5  13  14   3.5605595 0.160921706   0 0.9816679421 0.606801695
## 184     5  13  14   3.6392646 0.159071609   0 0.9788595451 0.604493304
## 185     5  13  14   3.6883417 0.156543628   0 0.9755744074 0.608653941
## 186     5  13  14   3.6142486 0.158111345   0 0.9757505514 0.617014469
## 187     5  13  14   3.6427703 0.158255587   0 0.9770522763 0.612400206
## 188     5  13  14   3.7649818 0.155050630   0 0.9793168491 0.602581629
## 189     5  13  14   3.7994616 0.154821443   0 0.9800372206 0.594962855
## 190     5  13  14   3.8371859 0.153196588   0 0.9831924571 0.597206379
## 191     5  13  14   3.7976349 0.154743775   0 0.9840249763 0.597188476
## 192     5  13  14   3.6057019 0.158777908   0 0.9845766706 0.609866077
## 193     5  13  14   3.7437888 0.155614965   0 0.9848506561 0.598884014
## 194     5  13  14   3.6545728 0.155991129   0 0.9819905919 0.611532512
## 195     5  13  14   3.6648458 0.155549839   0 0.9816695250 0.612205801
## 196     5  13  14   3.5693297 0.157392812   0 0.9775166493 0.618254931
## 197     5  13  14   3.5591009 0.155888909   0 0.9706158845 0.628257769
## 198     5  13  14   3.5618603 0.156355951   0 0.9718798620 0.625721832
## 199     5  13  14   3.5356241 0.157688769   0 0.9715841825 0.625349757
## 200     5  13  14   3.5267069 0.157951403   0 0.9716256020 0.630476278
## 201     5  13  14   3.5286997 0.158777727   0 0.9730092386 0.622465866
## 202     5  13  14   3.5235741 0.158175670   0 0.9722922454 0.627931344
## 203     5  13  14   3.4832844 0.156599695   0 0.9714320172 0.641813337
## 204     5  13  14   3.5533182 0.156081116   0 0.9709806098 0.629836645
## 205     5  13  14   3.6460093 0.153874288   0 0.9702205685 0.623433945
## 206     5  13  14   3.5738862 0.154377960   0 0.9699160246 0.634989959
## 207     5  13  14   3.5254816 0.155872804   0 0.9717975324 0.634422795
## 208     5  13  14   3.5254816 0.155872804   0 0.9717975324 0.634422795
## 209     5  13  14   3.4206478 0.322829728   0 0.6635927767 0.127291116
## 210     5  13  14   3.4206478 0.322829728   0 0.6635927767 0.127291116
## 211     5  13  14   3.6759687 0.351999565   0 0.6685784920 0.130376824
## 212     5  13  14   3.4608619 0.290141116   0 0.6778589851 0.141348380
## 213     5  13  14   3.0127165 0.315613027   0 0.7003660954 0.168052871
## 214     5  13  14   5.5536307 0.343581909   0 0.7193270237 0.263104501
## 215     5  13  14   5.6945030 0.335277049   0 0.7280881897 0.283622610
## 216     5  13  14   6.1818512 0.253648270   0 0.6632761350 0.259955836
## 217     5  13  14   7.6678406 0.187967385   0 0.6761635125 0.254402565
## 218     5  13  14   8.9707895 0.153174198   0 0.6759419908 0.279501908
## 219     5  13  14   8.9170288 0.149781918   0 0.6764316682 0.294247255
## 220     5  13  14   8.2314194 0.154767051   0 0.6947910252 0.302602891
## 221     5  13  14   8.1477060 0.155556407   0 0.6765192702 0.306534393
## 222     5  13  14   8.1053941 0.152810543   0 0.6927077290 0.311267707
## 223     5  13  14   8.1229891 0.152859857   0 0.6759438766 0.313853890
## 224     5  13  14   8.2266014 0.149163016   0 0.6505770846 0.320214208
## 225     5  13  14   8.1821358 0.151947987   0 0.6491229622 0.315137121
## 226     5  13  14   7.1656505 0.160657329   0 0.6210413700 0.346569611
## 227     5  13  14   6.8963926 0.160793938   0 0.5960660807 0.368925263
## 228     5  13  14   7.7034173 0.152574082   0 0.5957777431 0.345269041
## 229     5  13  14   7.3529711 0.155354208   0 0.5984591645 0.351780996
## 230     5  13  14   6.5238731 0.162376579   0 0.6272718497 0.378301231
## 231     5  13  14   6.7448904 0.157123101   0 0.5800369951 0.383665008
## 232     5  13  14   7.3798649 0.148229187   0 0.6208855084 0.373609608
## 233     5  13  14   7.0727418 0.154048651   0 0.6290570418 0.371803472
## 234     5  13  14   7.1198662 0.152569284   0 0.6174383055 0.377967271
## 235     5  13  14   6.8840414 0.157404410   0 0.6142681527 0.369241412
## 236     5  13  14   6.5246965 0.161551056   0 0.6204344586 0.382568498
## 237     5  13  14   6.2445663 0.161995032   0 0.6507496745 0.388422039
## 238     5  13  14   6.2263320 0.164774946   0 0.6666128660 0.380507054
## 239     5  13  14   5.8928339 0.165872909   0 0.6470386686 0.405210448
## 240     5  13  14   6.1049530 0.163091336   0 0.6276872531 0.399764903
## 241     5  13  14   6.6871294 0.156431975   0 0.6150431955 0.377397888
## 242     5  13  14   7.3710476 0.153658165   0 0.5602301389 0.351105904
## 243     5  13  14   7.5141467 0.153045550   0 0.5567027826 0.342135977
## 244     5  13  14   8.3951872 0.147168011   0 0.5193617407 0.321265131
## 245     5  13  14   8.3603033 0.146349139   0 0.4999639239 0.324742118
## 246     5  13  14   8.2668913 0.146992577   0 0.4935090054 0.325444052
## 247     5  13  14   8.0566669 0.145814482   0 0.4745163539 0.341745282
## 248     5  13  14   8.0596245 0.145485139   0 0.4788046348 0.340783941
## 249     5  13  14   8.2054140 0.146492549   0 0.4694315272 0.333030789
## 250     5  13  14   8.0931125 0.145931477   0 0.4569783341 0.341959778
## 251     5  13  14   8.2143016 0.147204922   0 0.4608837233 0.331287676
## 252     5  13  14   8.4306579 0.147359778   0 0.4514889145 0.323183456
## 253     5  13  14   8.5827431 0.145923073   0 0.4466764947 0.319086166
## 254     5  13  14   8.8863116 0.142624659   0 0.4378852181 0.319400157
## 255     5  13  14   8.6718928 0.145172749   0 0.4549236451 0.316524289
## 256     5  13  14   8.0367511 0.149980316   0 0.4717623420 0.330747763
## 257     5  13  14   7.8290967 0.151510312   0 0.4958701528 0.331429814
## 258     5  13  14   8.1078419 0.147963205   0 0.4875771273 0.328061661
## 259     5  13  14   8.2769760 0.148093733   0 0.4691132502 0.324516963
## 260     5  13  14   8.1868112 0.148407864   0 0.4496560140 0.328764117
## 261     5  13  14   8.1868112 0.148407864   0 0.4496560140 0.328764117
## 262     5  13  14   8.0818004 0.151310658   0 0.4499119874 0.338294449
## 263     5  13  14   8.1033256 0.153111993   0 0.4529093141 0.335415950
## 264     5  13  14   7.9320648 0.155430960   0 0.4571124698 0.335499127
## 265     5  13  14   7.7919277 0.153587644   0 0.4389972109 0.351053487
## 266     5  13  14   7.1939147 0.161935813   0 0.4448696896 0.351485051
## 267     5  13  14   7.3462486 0.157164011   0 0.4400717701 0.359312065
## 268     5  13  14   7.1648829 0.155868298   0 0.4385059225 0.371742129
## 269     5  13  14   7.0269933 0.159188695   0 0.4515440015 0.362817752
## 270     5  13  14   6.9541838 0.162071395   0 0.4514837429 0.363204634
## 271     5  13  14   7.5907559 0.154682364   0 0.4224572601 0.348295945
## 272     5  13  14   7.9790592 0.151147386   0 0.4228681083 0.341740301
## 273     5  13  14   7.7209055 0.154222678   0 0.4204609929 0.342672093
## 274     5  13  14   7.8750341 0.150511121   0 0.4442646288 0.338057115
## 275     5  13  14   8.0844444 0.150346898   0 0.4500138110 0.326374500
## 276     5  13  14   8.9470298 0.145623891   0 0.4089516170 0.306424146
## 277     5  13  14   8.8543511 0.146021362   0 0.3684291367 0.311012381
## 278     5  13  14   9.4266054 0.142820366   0 0.3095893885 0.310578118
## 279     5  13  14   8.9448520 0.147779472   0 0.3613075682 0.306993276
## 280     5  13  14   9.6028258 0.141321390   0 0.2862240540 0.312745909
## 281     5  13  14   8.9996746 0.147335080   0 0.3308753868 0.315487325
## 282     5  13  14   8.6724916 0.151144919   0 0.2880221156 0.320712534
## 283     5  13  14   8.8661759 0.145773044   0 0.1920596181 0.335652177
## 284     5  13  14   8.9509683 0.144461683   0 0.1921019579 0.337625881
## 285     5  13  14   9.0779993 0.143243953   0 0.1795289201 0.339422081
## 286     5  13  14   9.0657030 0.141956136   0 0.1792788775 0.342280432
## 287     5  13  14   9.4907256 0.138080187   0 0.1583280838 0.338575381
## 288     5  13  14   9.2532101 0.139998330   0 0.1615889927 0.340538061
## 289     5  13  14   9.4004065 0.137743292   0 0.1545318429 0.340149640
## 290     5  13  14   9.4182334 0.139265338   0 0.1547299363 0.337764677
## 291     5  13  14   9.7083247 0.136321826   0 0.1604913574 0.331696419
## 292     5  13  14   9.6321521 0.137459442   0 0.1635989995 0.331981305
## 293     5  13  14   9.6306672 0.134664871   0 0.1694782219 0.337551308
## 294     5  13  14   9.7353130 0.137232215   0 0.1720540335 0.329612583
## 295     5  13  14   9.3828792 0.139687954   0 0.1776425661 0.333891856
## 296     5  13  14   9.1287136 0.141120979   0 0.1883133721 0.337096929
## 297     5  13  14   9.5343387 0.137869461   0 0.1881472425 0.326877206
## 298     5  13  14   8.8248119 0.141725506   0 0.2075486677 0.339525485
## 299     5  13  14   8.4099434 0.144444351   0 0.2215484572 0.348216896
## 300     5  13  14   8.6150263 0.142671994   0 0.2244450107 0.343755784
## 301     5  13  14   8.6014703 0.145146247   0 0.2266661868 0.338251896
## 302     5  13  14   8.3067408 0.147376495   0 0.2422437343 0.337723535
## 303     5  13  14   8.2548688 0.146955840   0 0.2520831161 0.343726607
## 304     5  13  14   8.3591209 0.146575731   0 0.2631007113 0.338097301
## 305     5  13  14   8.5819054 0.143604319   0 0.2612265689 0.333348853
## 306     5  13  14   8.5623866 0.145891318   0 0.2509122776 0.331101889
## 307     5  13  14   8.6143074 0.144309068   0 0.2456630326 0.334549144
## 308     5  13  14   8.5287648 0.145062942   0 0.2462750193 0.334754592
## 309     5  13  14   8.8248035 0.142956075   0 0.2464782614 0.329917753
## 310     5  13  14   8.5916546 0.145072829   0 0.2465762167 0.332088706
## 311     5  13  14   8.7812583 0.143679774   0 0.2472609724 0.326426989
## 312     5  13  14   8.7812583 0.143679774   0 0.2472609724 0.326426989
## 313     5  13  14   7.1830478 0.049635817   0 0.7391293912 0.186906342
## 314     5  13  14   7.1830478 0.049635817   0 0.7391293912 0.186906342
## 315     5  13  14  10.2884167 0.063270912   0 0.7596978021 0.370616798
## 316     5  13  14  11.2763837 0.082764497   0 0.7692006331 0.461386572
## 317     5  13  14   9.2969913 0.094712485   0 0.7783228525 0.468191191
## 318     5  13  14   8.8784241 0.114499501   0 0.7781224719 0.435002788
## 319     5  13  14   8.3052260 0.132740695   0 0.7734828629 0.386233190
## 320     5  13  14   8.1291149 0.142845061   0 0.7733661135 0.355371517
## 321     5  13  14   7.6312543 0.146915991   0 0.7994770205 0.356613946
## 322     5  13  14   7.2964693 0.152120625   0 0.8044860188 0.354761520
## 323     5  13  14   6.6092034 0.160504680   0 0.7999044351 0.365617901
## 324     5  13  14   6.3167596 0.166243965   0 0.7944683570 0.366604043
## 325     5  13  14   6.3151154 0.163102801   0 0.7978448741 0.371466979
## 326     5  13  14   6.3968422 0.163243633   0 0.8195342194 0.351627001
## 327     5  13  14   6.2572800 0.166743572   0 0.8172141031 0.348497097
## 328     5  13  14   5.9498255 0.168798268   0 0.8182752072 0.364464113
## 329     5  13  14   5.8169962 0.170633329   0 0.8042088121 0.374949587
## 330     5  13  14   5.7975582 0.169187576   0 0.8006762950 0.379649569
## 331     5  13  14   5.4584434 0.173695051   0 0.7892685280 0.388669178
## 332     5  13  14   5.4967353 0.172247180   0 0.7756330189 0.394052514
## 333     5  13  14   5.4523642 0.173982824   0 0.7974556118 0.393583761
## 334     5  13  14   5.4197031 0.176998420   0 0.8077352624 0.379522364
## 335     5  13  14   5.3867012 0.177625905   0 0.7992121159 0.375370268
## 336     5  13  14   5.5729110 0.174182944   0 0.7908468641 0.368414231
## 337     5  13  14   5.7213019 0.172166448   0 0.7891699349 0.359537543
## 338     5  13  14   5.5432133 0.175763147   0 0.7824057906 0.370079627
## 339     5  13  14   5.5421543 0.174484721   0 0.7841245166 0.369337384
## 340     5  13  14   5.6280544 0.171897632   0 0.7955038782 0.366727976
## 341     5  13  14   5.4287882 0.176973065   0 0.8241195378 0.362880005
## 342     5  13  14   5.4381801 0.175490755   0 0.8256349233 0.367437489
## 343     5  13  14   5.3998302 0.173876985   0 0.8254980238 0.376599271
## 344     5  13  14   5.5376256 0.171324684   0 0.8138961976 0.373501538
## 345     5  13  14   5.6578174 0.171956245   0 0.7962711251 0.364519362
## 346     5  13  14   5.4875155 0.172580080   0 0.8198661002 0.369703767
## 347     5  13  14   5.7375514 0.176190931   0 0.8082661784 0.345752963
## 348     5  13  14   6.0482838 0.171018995   0 0.8190487033 0.330734357
## 349     5  13  14   6.1897936 0.168068182   0 0.8029988500 0.329804558
## 350     5  13  14   6.5050301 0.166911849   0 0.7847433738 0.316444719
## 351     5  13  14   6.3121631 0.167767684   0 0.7907647398 0.324782543
## 352     5  13  14   6.2203830 0.169322694   0 0.7791383828 0.331796059
## 353     5  13  14   6.0314040 0.171712389   0 0.7970251167 0.338045720
## 354     5  13  14   5.9670107 0.173084130   0 0.7958149965 0.338151531
## 355     5  13  14   6.0600028 0.171568785   0 0.7604287470 0.338145623
## 356     5  13  14   6.2020937 0.170066263   0 0.7458173135 0.334132625
## 357     5  13  14   6.3282577 0.167425095   0 0.7316120160 0.335386901
## 358     5  13  14   6.4207699 0.167614252   0 0.7369856986 0.329506457
## 359     5  13  14   6.2445412 0.171122982   0 0.7373080154 0.331814444
## 360     5  13  14   6.1764149 0.170813404   0 0.7330506030 0.334522147
## 361     5  13  14   6.1927562 0.171145232   0 0.7305804709 0.332688519
## 362     5  13  14   6.3202469 0.169403799   0 0.7253310184 0.330114204
## 363     5  13  14   6.1825108 0.170595384   0 0.7380862194 0.334370845
## 364     5  13  14   6.1593640 0.171120519   0 0.7464651217 0.332103555
## 365     5  13  14   6.1593640 0.171120519   0 0.7464651217 0.332103555
## 366     5  13  14   6.2238373 0.176931444   0 0.7473880105 0.329580833
## 367     5  13  14   6.1399133 0.182014525   0 0.7504500538 0.320761095
## 368     5  13  14   6.0761447 0.182578425   0 0.7512751991 0.323577025
## 369     5  13  14   6.4012924 0.180995134   0 0.7370471429 0.310807519
## 370     5  13  14   6.0223900 0.183568484   0 0.7216690393 0.329947310
## 371     5  13  14   6.2460398 0.182864655   0 0.7224807421 0.314537828
## 372     5  13  14   5.9683286 0.188424939   0 0.7346179390 0.316081830
## 373     5  13  14   6.2962873 0.182431225   0 0.7459752422 0.313342362
## 374     5  13  14   5.8591621 0.186426776   0 0.7766036511 0.320981418
## 375     5  13  14   5.9503535 0.184997253   0 0.7822424153 0.314376465
## 376     5  13  14   5.6795142 0.186258751   0 0.7917141899 0.326733511
## 377     5  13  14   5.7132482 0.184181462   0 0.8151370258 0.323865986
## 378     5  13  14   5.8749219 0.188989126   0 0.8139297069 0.300964486
## 379     5  13  14   5.8842759 0.187035489   0 0.8103250002 0.307166660
## 380     5  13  14   5.9003840 0.187892081   0 0.8112635343 0.303420418
## 381     5  13  14   5.7034520 0.189443828   0 0.8153667118 0.310032670
## 382     5  13  14   5.7725663 0.189711872   0 0.8292905243 0.307512856
## 383     5  13  14   5.6899144 0.189874287   0 0.8457024278 0.310187622
## 384     5  13  14   5.7550153 0.190021486   0 0.8562625039 0.299414165
## 385     5  13  14   5.9461013 0.187573960   0 0.8502863982 0.291994724
## 386     5  13  14   5.6315014 0.194798474   0 0.8622223082 0.295530933
## 387     5  13  14   5.7519347 0.194717459   0 0.8549247155 0.289141910
## 388     5  13  14   5.7014571 0.194478865   0 0.8590383250 0.292571840
## 389     5  13  14   5.6247695 0.197197563   0 0.8548462322 0.292073759
## 390     5  13  14   5.7282996 0.194064942   0 0.8465525286 0.291808549
## 391     5  13  14   5.5391023 0.195603663   0 0.8492690185 0.299559758
## 392     5  13  14   5.5294279 0.194976893   0 0.8537980446 0.303328838
## 393     5  13  14   5.5087133 0.196142589   0 0.8595557357 0.298367456
## 394     5  13  14   5.4316405 0.199345295   0 0.8650750660 0.297718129
## 395     5  13  14   5.2393281 0.200274478   0 0.8691211658 0.306308131
## 396     5  13  14   5.2952685 0.199497482   0 0.8710987176 0.303812850
## 397     5  13  14   5.2354110 0.198459120   0 0.8705622328 0.311325526
## 398     5  13  14   5.2565390 0.194837603   0 0.8682998931 0.318920309
## 399     5  13  14   5.1803863 0.196298596   0 0.8684640543 0.320057640
## 400     5  13  14   5.0791310 0.199229887   0 0.8807258872 0.321652215
## 401     5  13  14   5.0966069 0.198983750   0 0.8856904152 0.320060086
## 402     5  13  14   5.2351011 0.198594206   0 0.8960096741 0.306542016
## 403     5  13  14   5.3680727 0.196860273   0 0.9020072296 0.298310196
## 404     5  13  14   5.5895085 0.192554395   0 0.9109959241 0.291985846
## 405     5  13  14   5.4531337 0.196369525   0 0.9103695489 0.294168560
## 406     5  13  14   5.3863240 0.197163675   0 0.9089923982 0.298546262
## 407     5  13  14   5.5927504 0.195083828   0 0.9079430495 0.286573464
## 408     5  13  14   5.7498336 0.192244883   0 0.9116640555 0.284370144
## 409     5  13  14   5.8180085 0.192348750   0 0.9150416503 0.278012962
## 410     5  13  14   5.9423407 0.191250361   0 0.9128420540 0.271849485
## 411     5  13  14   5.9949929 0.192205209   0 0.9050500368 0.268591754
## 412     5  13  14   6.1398036 0.191430431   0 0.9090547034 0.260099100
## 413     5  13  14   6.2076898 0.190086993   0 0.9118863107 0.258642356
## 414     5  13  14   6.1575031 0.190885776   0 0.9141132558 0.260846252
## 415     5  13  14   6.0779719 0.194256698   0 0.9195948949 0.256429789
## 416     5  13  14   6.0779719 0.194256698   0 0.9195948949 0.256429789
## 417     5  13  14   2.8819403 0.237769719   0 0.8715129946 0.061395638
## 418     5  13  14   2.8819403 0.237769719   0 0.8715129946 0.061395638
## 419     5  13  14   2.5689670 0.258847756   0 0.8513449402 0.050123442
## 420     5  13  14   3.6967839 0.313971237   0 0.8510970813 0.066441862
## 421     5  13  14   5.8903219 0.354896798   0 0.8471415713 0.090206844
## 422     5  13  14   7.3641368 0.451450178   0 0.8632851538 0.113134672
## 423     5  13  14  14.0198433 0.412061471   0 0.8430943131 0.156285082
## 424     5  13  14  17.3179984 0.391145742   0 0.8044788973 0.142400743
## 425     5  13  14  21.5667382 0.371918318   0 0.8688339934 0.109052210
## 426     5  13  14  26.6858498 0.246798635   0 0.8557755928 0.111937326
## 427     5  13  14  33.0502476 0.214148723   0 0.8417617136 0.103796088
## 428     5  13  14  30.8844095 0.172972137   0 0.8266288005 0.105713775
## 429     5  13  14  31.6393258 0.130164069   0 0.8345117563 0.111901282
## 430     5  13  14  39.2118332 0.099194896   0 0.8219230903 0.100658648
## 431     5  13  14  32.6981151 0.101661996   0 0.8511885112 0.106302511
## 432     5  13  14  31.5502411 0.096517148   0 0.8497232897 0.114830202
## 433     5  13  14  30.1976587 0.096194904   0 0.8374941161 0.117233713
## 434     5  13  14  26.9003999 0.089999693   0 0.8789504866 0.126892047
## 435     5  13  14  26.0158574 0.089800922   0 0.8736606270 0.127456871
## 436     5  13  14  27.7096121 0.087215134   0 0.8654304575 0.127545550
## 437     5  13  14  26.4858825 0.090813239   0 0.8616853391 0.127007385
## 438     5  13  14  25.4288065 0.089181864   0 0.8594658186 0.129213429
## 439     5  13  14  27.7531915 0.090091676   0 0.8441114474 0.123506254
## 440     5  13  14  27.4689442 0.089399227   0 0.8412333353 0.124250967
## 441     5  13  14  25.3058353 0.087921951   0 0.8307018789 0.133466348
## 442     5  13  14  26.2440016 0.085690844   0 0.8250470976 0.130431005
## 443     5  13  14  26.2579649 0.085188279   0 0.8119676319 0.133531053
## 444     5  13  14  26.0834257 0.082940992   0 0.7893395607 0.138217035
## 445     5  13  14  26.4787098 0.083608257   0 0.7830712468 0.140147984
## 446     5  13  14  27.2231766 0.085856500   0 0.7762501197 0.132658823
## 447     5  13  14  27.4386017 0.084281632   0 0.7344862490 0.132707349
## 448     5  13  14  29.3279228 0.083042110   0 0.7116464861 0.130974805
## 449     5  13  14  29.0481896 0.087147371   0 0.6911932189 0.128511766
## 450     5  13  14  29.1560034 0.085980286   0 0.7152262999 0.127183760
## 451     5  13  14  28.7670028 0.082876952   0 0.7220376108 0.133871333
## 452     5  13  14  30.8468433 0.083583932   0 0.6886399429 0.127327630
## 453     5  13  14  28.9364625 0.084102364   0 0.7049933252 0.130519533
## 454     5  13  14  29.2395496 0.082537133   0 0.7062283847 0.131730935
## 455     5  13  14  29.4885484 0.082458409   0 0.7053432017 0.131517508
## 456     5  13  14  29.5879410 0.082806577   0 0.6982248042 0.132408483
## 457     5  13  14  29.0338978 0.085100600   0 0.7050179514 0.130978712
## 458     5  13  14  32.4652387 0.082706724   0 0.6954887761 0.125606722
## 459     5  13  14  28.2681188 0.086655426   0 0.7495364297 0.127127643
## 460     5  13  14  29.0634017 0.085201614   0 0.7265587183 0.127179600
## 461     5  13  14  32.2021953 0.081998544   0 0.7325480105 0.124867897
## 462     5  13  14  28.0814392 0.083435449   0 0.7231374186 0.133819711
## 463     5  13  14  27.6620578 0.083067334   0 0.7319975243 0.136048415
## 464     5  13  14  27.7921331 0.087241528   0 0.7268722391 0.128588628
## 465     5  13  14  26.1133561 0.085189898   0 0.7350777803 0.138057199
## 466     5  13  14  27.9259892 0.083652796   0 0.7035352630 0.133709756
## 467     5  13  14  27.9626343 0.083824518   0 0.7031799979 0.135153373
## 468     5  13  14  29.8321973 0.083934293   0 0.6577036083 0.130713395
## 469     5  13  14  29.8321973 0.083934293   0 0.6577036083 0.130713395
## 470     5  13  14  29.0624255 0.083860440   0 0.6589378730 0.131008283
## 471     5  13  14  28.5726901 0.081998595   0 0.6914377912 0.135238248
## 472     5  13  14  31.6444510 0.091047381   0 0.6752562453 0.119946237
## 473     5  13  14  27.7546395 0.090438503   0 0.6995546558 0.124744031
## 474     5  13  14  29.6302325 0.087400752   0 0.6897298382 0.124794897
## 475     5  13  14  29.2011254 0.083205792   0 0.6401576559 0.130403382
## 476     5  13  14  22.7874960 0.090586947   0 0.6959216936 0.145519544
## 477     5  13  14  27.0537547 0.088568919   0 0.6521601532 0.137464655
## 478     5  13  14  28.6653638 0.089809938   0 0.6887638280 0.124180041
## 479     5  13  14  23.9706762 0.087017337   0 0.6751202636 0.141583351
## 480     5  13  14  25.6790663 0.082250351   0 0.6768482049 0.146949431
## 481     5  13  14  27.9497876 0.083942148   0 0.7186076097 0.129350113
## 482     5  13  14  26.0313889 0.087279820   0 0.7286123271 0.129692212
## 483     5  13  14  24.0408177 0.089207660   0 0.7455872295 0.127885628
## 484     5  13  14  23.8265213 0.088197270   0 0.7435317438 0.134704449
## 485     5  13  14  24.4504358 0.083621788   0 0.7377412829 0.136649721
## 486     5  13  14  22.1008853 0.087818802   0 0.7288637878 0.144489632
## 487     5  13  14  22.8833618 0.085953940   0 0.7257336857 0.145653297
## 488     5  13  14  22.0224899 0.085843723   0 0.7334623473 0.147991081
## 489     5  13  14  22.7724229 0.085518227   0 0.6807000273 0.147091076
## 490     5  13  14  25.1370908 0.085503575   0 0.6955015989 0.135224955
## 491     5  13  14  24.4976933 0.089348819   0 0.7402474459 0.134113059
## 492     5  13  14  25.4652961 0.088483044   0 0.7317726565 0.128062140
## 493     5  13  14  24.2687578 0.088631704   0 0.7235234106 0.133799589
## 494     5  13  14  22.3897247 0.092001937   0 0.7502327654 0.134980148
## 495     5  13  14  20.4840793 0.083145594   0 0.7210356067 0.164296707
## 496     5  13  14  20.0721130 0.086104989   0 0.7087354633 0.166460358
## 497     5  13  14  20.9934189 0.087569609   0 0.7077743881 0.151610653
## 498     5  13  14  21.2210999 0.084538606   0 0.7033404968 0.154150681
## 499     5  13  14  21.7536409 0.085881665   0 0.6927064825 0.152189986
## 500     5  13  14  21.0533427 0.087231891   0 0.6731937440 0.151498438
## 501     5  13  14  22.0901082 0.085344626   0 0.6528251336 0.155357515
## 502     5  13  14  23.9922118 0.085898329   0 0.6254360193 0.143045797
## 503     5  13  14  23.3659651 0.084191631   0 0.6086282821 0.151444978
## 504     5  13  14  24.2334947 0.086494465   0 0.5905114959 0.145340577
## 505     5  13  14  24.2628737 0.084987474   0 0.5873976194 0.147687359
## 506     5  13  14  25.5141035 0.083639776   0 0.5829584181 0.143173328
## 507     5  13  14  23.2646154 0.085806828   0 0.5551034915 0.156109133
## 508     5  13  14  24.0424230 0.083068111   0 0.5609738505 0.155890591
## 509     5  13  14  25.9489863 0.080348891   0 0.5450564802 0.150923730
## 510     5  13  14  24.8592410 0.084848808   0 0.5435157303 0.148916303
## 511     5  13  14  24.0766544 0.083849534   0 0.5508220897 0.154280716
## 512     5  13  14  24.2961500 0.084924789   0 0.5290075555 0.155175671
## 513     5  13  14  25.9718867 0.083710747   0 0.4886680778 0.149978169
## 514     5  13  14  25.4216695 0.087014661   0 0.5156547004 0.142996268
## 515     5  13  14  26.4903676 0.086565385   0 0.5392227955 0.137216870
## 516     5  13  14  26.7344467 0.088341189   0 0.5446485407 0.133932061
## 517     5  13  14  26.1574932 0.085811051   0 0.5535019568 0.140029465
## 518     5  13  14  25.9202739 0.086848063   0 0.5646141970 0.138809272
## 519     5  13  14  25.4698247 0.086901211   0 0.5744405901 0.139618356
## 520     5  13  14  25.4698247 0.086901211   0 0.5744405901 0.139618356
## 521     5  13  14   4.8598564 0.777925444   0 0.4699671898 0.073222021
## 522     5  13  14   4.8598564 0.777925444   0 0.4699671898 0.073222021
## 523     5  13  14   8.5014136 0.739034198   0 0.5090572448 0.084789675
## 524     5  13  14  10.6394885 0.730120893   0 0.5636551113 0.074046822
## 525     5  13  14   8.7708891 0.684353812   0 0.4802033335 0.089640694
## 526     5  13  14   8.9406197 0.678686762   0 0.5297925975 0.117421898
## 527     5  13  14  15.8041021 0.706347395   0 0.5513739532 0.184204051
## 528     5  13  14  16.8397777 0.717283932   0 0.5744319168 0.172193397
## 529     5  13  14  19.3200139 0.662785773   0 0.5851410936 0.170648002
## 530     5  13  14  18.2923873 0.520033277   0 0.6254299683 0.188995832
## 531     5  13  14  20.3950640 0.471549601   0 0.6434132794 0.193188633
## 532     5  13  14  20.6354482 0.409827245   0 0.6572265282 0.195729664
## 533     5  13  14  25.2777499 0.316316260   0 0.6185755151 0.187441811
## 534     5  13  14  28.6631415 0.256907712   0 0.6010268329 0.176629750
## 535     5  13  14  31.6216311 0.224276311   0 0.6019109679 0.139382523
## 536     5  13  14  38.6899191 0.211444798   0 0.5759968792 0.127258818
## 537     5  13  14  34.0258583 0.166250238   0 0.6032584715 0.124865492
## 538     5  13  14  34.2207259 0.119121443   0 0.6427849214 0.112101407
## 539     5  13  14  33.7458418 0.107810966   0 0.6402199881 0.120324859
## 540     5  13  14  34.7656611 0.090964978   0 0.6057619428 0.116770041
## 541     5  13  14  37.9563499 0.095617714   0 0.5904495438 0.108806855
## 542     5  13  14  35.6579267 0.096262238   0 0.5778518924 0.112725048
## 543     5  13  14  38.8422888 0.095935746   0 0.5469748626 0.111315915
## 544     5  13  14  35.7527527 0.099807833   0 0.5847744820 0.107222592
## 545     5  13  14  34.2206124 0.097791147   0 0.5430124884 0.113108965
## 546     5  13  14  40.9169029 0.088493482   0 0.4999921976 0.110222616
## 547     5  13  14  44.7209816 0.092484603   0 0.4745043808 0.100862559
## 548     5  13  14  42.1077617 0.088630272   0 0.4963274311 0.108820204
## 549     5  13  14  42.9451841 0.087781191   0 0.4518880417 0.109612337
## 550     5  13  14  43.3148004 0.086495197   0 0.4528833872 0.109531820
## 551     5  13  14  47.2631283 0.082082185   0 0.4101305435 0.110653168
## 552     5  13  14  48.8925178 0.082680518   0 0.3832912099 0.107785324
## 553     5  13  14  50.3394285 0.079825884   0 0.3284132435 0.109880992
## 554     5  13  14  49.3410989 0.079603078   0 0.3048051678 0.114484495
## 555     5  13  14  53.8552212 0.080238240   0 0.2643550757 0.108387868
## 556     5  13  14  60.1942489 0.078331951   0 0.2396926300 0.103089417
## 557     5  13  14  65.8592503 0.079544956   0 0.2242438459 0.099010025
## 558     5  13  14  68.1937870 0.077304293   0 0.1956516098 0.101020106
## 559     5  13  14  76.4590306 0.079177501   0 0.1791254707 0.095710840
## 560     5  13  14  76.7425929 0.078023768   0 0.1635135549 0.097160099
## 561     5  13  14  85.7625321 0.081393321   0 0.1508142436 0.090383183
## 562     5  13  14  85.9462539 0.078283810   0 0.1405270464 0.093429067
## 563     5  13  14  85.5046264 0.077715115   0 0.1361433172 0.094061082
## 564     5  13  14  91.4239137 0.078245589   0 0.1254404854 0.093412617
## 565     5  13  14  95.8382184 0.076770519   0 0.1129358961 0.092004178
## 566     5  13  14 103.4706931 0.076311867   0 0.0890258524 0.093568920
## 567     5  13  14 103.7566230 0.073982326   0 0.0794333593 0.093124997
## 568     5  13  14 104.2907888 0.071259752   0 0.0749581339 0.092031188
## 569     5  13  14 102.4902210 0.070691411   0 0.0750977421 0.093679751
## 570     5  13  14 105.1613326 0.068576658   0 0.0743287891 0.094104642
## 571     5  13  14 109.5651069 0.072303939   0 0.0720657821 0.088371657
## 572     5  13  14 108.2077661 0.069454416   0 0.0689039667 0.091166650
## 573     5  13  14 108.2077661 0.069454416   0 0.0689039667 0.091166650
## 574     5  13  14 103.9756755 0.069514666   0 0.0673919877 0.091478530
## 575     5  13  14 100.0009489 0.074301322   0 0.0657071377 0.092255796
## 576     5  13  14 107.0137670 0.079457227   0 0.0628436209 0.084399617
## 577     5  13  14 118.6818464 0.081954423   0 0.0719334445 0.082052459
## 578     5  13  14 127.6743497 0.082361444   0 0.0550958137 0.080415179
## 579     5  13  14 125.2259077 0.077432962   0 0.0422252223 0.083039885
## 580     5  13  14 146.6747958 0.073555293   0 0.0353377391 0.078272882
## 581     5  13  14 139.0655471 0.080600809   0 0.0341602821 0.079851916
## 582     5  13  14 129.5526679 0.070356470   0 0.0310234856 0.086235291
## 583     5  13  14 148.8878578 0.072363058   0 0.0314742919 0.081433483
## 584     5  13  14 162.6124198 0.080619724   0 0.0234489890 0.076916368
## 585     5  13  14 169.1200099 0.080112867   0 0.0236775167 0.074161763
## 586     5  13  14 159.6498409 0.078197165   0 0.0232067373 0.077455208
## 587     5  13  14 159.3257086 0.079729563   0 0.0208807101 0.074583866
## 588     5  13  14 166.1399391 0.076033681   0 0.0186872415 0.077383830
## 589     5  13  14 165.4149905 0.079274483   0 0.0170282199 0.075427686
## 590     5  13  14 154.1702951 0.076660533   0 0.0148886962 0.078373936
## 591     5  13  14 160.6214392 0.078576252   0 0.0129297477 0.074500514
## 592     5  13  14 180.6623324 0.073362736   0 0.0116689705 0.074124343
## 593     5  13  14 204.8362295 0.078527146   0 0.0114213939 0.070199099
## 594     5  13  14 196.5120245 0.075053781   0 0.0091513345 0.071085130
## 595     5  13  14 202.4390800 0.079865712   0 0.0091904534 0.070633108
## 596     5  13  14 192.7017205 0.076237218   0 0.0108611413 0.073777278
## 597     5  13  14 183.4292996 0.081572474   0 0.0139699738 0.073272863
## 598     5  13  14 191.5896255 0.081908268   0 0.0137614965 0.071457005
## 599     5  13  14 207.8200938 0.081361549   0 0.0128460760 0.071408206
## 600     5  13  14 193.6763551 0.085128247   0 0.0152658468 0.071351989
## 601     5  13  14 192.3973361 0.083416404   0 0.0134767319 0.072021730
## 602     5  13  14 195.9837925 0.081040997   0 0.0144323588 0.073047640
## 603     5  13  14 200.1540744 0.081379986   0 0.0108248552 0.072211433
## 604     5  13  14 188.6221448 0.079454706   0 0.0137045259 0.073851066
## 605     5  13  14 184.5815456 0.079084417   0 0.0143882347 0.073499585
## 606     5  13  14 183.9813454 0.078722454   0 0.0154697706 0.073830105
## 607     5  13  14 186.7514570 0.083644212   0 0.0141550189 0.071380584
## 608     5  13  14 187.1003902 0.078196920   0 0.0133964601 0.073418288
## 609     5  13  14 188.2249397 0.078213600   0 0.0129995610 0.073765063
## 610     5  13  14 199.2926873 0.080471343   0 0.0134015251 0.071580133
## 611     5  13  14 196.9887864 0.080433427   0 0.0128834797 0.070673886
## 612     5  13  14 191.9436727 0.080205655   0 0.0117289332 0.072557572
## 613     5  13  14 188.4808072 0.080654883   0 0.0127360017 0.070690593
## 614     5  13  14 194.4505803 0.080463518   0 0.0127382241 0.073562920
## 615     5  13  14 188.6377885 0.081897870   0 0.0132773690 0.073171313
## 616     5  13  14 184.7171307 0.081080362   0 0.0131113180 0.073534296
## 617     5  13  14 196.5528322 0.078541622   0 0.0135016316 0.072676298
## 618     5  13  14 200.6050294 0.081464379   0 0.0138692447 0.070059039
## 619     5  13  14 193.7317982 0.082710448   0 0.0127088215 0.070991186
## 620     5  13  14 194.9997894 0.081161345   0 0.0126209854 0.072855092
## 621     5  13  14 192.2235742 0.077917130   0 0.0119100825 0.072981012
## 622     5  13  14 194.0244332 0.079105509   0 0.0115640899 0.072371483
## 623     5  13  14 199.4221161 0.077442974   0 0.0116836369 0.072274840
## 624     5  13  14 199.4221161 0.077442974   0 0.0116836369 0.072274840
## 625     5  13  14   7.8527085 0.800867742   0 0.0387430409 0.229278154
## 626     5  13  14   7.8527085 0.800867742   0 0.0387430409 0.229278154
## 627     5  13  14   6.7229494 0.798618525   0 0.0397804663 0.262632376
## 628     5  13  14   8.7047468 0.839191327   0 0.0345812317 0.327835970
## 629     5  13  14  15.2508139 0.832666414   0 0.0407655851 0.390386817
## 630     5  13  14  17.8948811 0.823013596   0 0.0394913163 0.355960575
## 631     5  13  14  21.1823039 0.814764685   0 0.0399430971 0.375182788
## 632     5  13  14  22.4199537 0.778165292   0 0.0424599433 0.365492886
## 633     5  13  14  24.0872237 0.779945362   0 0.0429191162 0.321775880
## 634     5  13  14  26.7084038 0.727473164   0 0.0572935222 0.287086698
## 635     5  13  14  30.5585063 0.667465823   0 0.0666510972 0.280170813
## 636     5  13  14  27.5817006 0.665683706   0 0.0765281354 0.276328753
## 637     5  13  14  25.5858428 0.616830588   0 0.0656641566 0.288513497
## 638     5  13  14  29.9645720 0.611438083   0 0.0621233422 0.273261966
## 639     5  13  14  34.6755925 0.542424213   0 0.0672588546 0.224012019
## 640     5  13  14  39.5952410 0.523460223   0 0.0723654403 0.204067557
## 641     5  13  14  37.9633049 0.512154449   0 0.0727201323 0.218237042
## 642     5  13  14  41.2712093 0.503933708   0 0.0846962877 0.219779143
## 643     5  13  14  43.5480953 0.423340453   0 0.0856445945 0.212471340
## 644     5  13  14  46.1202498 0.384616591   0 0.0890279743 0.220279722
## 645     5  13  14  46.2022281 0.365596552   0 0.0991028726 0.218394872
## 646     5  13  14  60.2014581 0.273924408   0 0.0832038182 0.201396572
## 647     5  13  14  65.6325634 0.234727663   0 0.0838316339 0.185859648
## 648     5  13  14  72.5558519 0.190636073   0 0.0837386784 0.170812783
## 649     5  13  14  85.1920131 0.171080816   0 0.0785306302 0.142097769
## 650     5  13  14  98.9041021 0.159091303   0 0.0708562329 0.129121742
## 651     5  13  14 108.3446135 0.141603061   0 0.0678875165 0.121122674
## 652     5  13  14 117.5187194 0.129588402   0 0.0689048400 0.113388128
## 653     5  13  14 108.5407575 0.115019076   0 0.0740126251 0.103982560
## 654     5  13  14 119.4365058 0.089515453   0 0.0734558074 0.104377353
## 655     5  13  14 121.4521209 0.084338732   0 0.0730609534 0.098973386
## 656     5  13  14 125.8111950 0.077928070   0 0.0733787295 0.097284799
## 657     5  13  14 120.5250810 0.066528483   0 0.0662159259 0.095113138
## 658     5  13  14 118.9641598 0.058801873   0 0.0646308902 0.105183487
## 659     5  13  14 122.2778812 0.057315473   0 0.0616254658 0.103690962
## 660     5  13  14 126.6602598 0.057755922   0 0.0552081687 0.101898465
## 661     5  13  14 123.6154551 0.065266745   0 0.0580383016 0.093141401
## 662     5  13  14 126.0361000 0.054945876   0 0.0503829762 0.104924824
## 663     5  13  14 116.6009429 0.055961180   0 0.0414924231 0.105988738
## 664     5  13  14 108.8655659 0.055246794   0 0.0416700072 0.106914443
## 665     5  13  14 119.0403339 0.053953729   0 0.0388527456 0.105527243
## 666     5  13  14 116.3664399 0.053774387   0 0.0413049961 0.104511117
## 667     5  13  14 118.5603072 0.055357453   0 0.0343944779 0.103722612
## 668     5  13  14 117.2622565 0.056175760   0 0.0356498406 0.102059924
## 669     5  13  14 122.1255734 0.055730804   0 0.0393544155 0.102154093
## 670     5  13  14 116.6456673 0.051736262   0 0.0401587102 0.109890416
## 671     5  13  14 128.5054102 0.054294318   0 0.0383620297 0.102718820
## 672     5  13  14 130.9105910 0.055082579   0 0.0357234603 0.099934587
## 673     5  13  14 123.9868695 0.056453199   0 0.0354777792 0.099408602
## 674     5  13  14 128.2538065 0.054663219   0 0.0348275420 0.099746000
## 675     5  13  14 121.2583812 0.052706604   0 0.0325438682 0.107019973
## 676     5  13  14 136.2884139 0.055389173   0 0.0282842274 0.100471097
## 677     5  13  14 136.2884139 0.055389173   0 0.0282842274 0.100471097
## 678     5  13  14 129.9410659 0.057312782   0 0.0285030743 0.095537253
## 679     5  13  14 120.2698465 0.057473905   0 0.0260026246 0.099308008
## 680     5  13  14 118.3238250 0.055807277   0 0.0272983841 0.101980441
## 681     5  13  14 153.7967096 0.057694532   0 0.0223567068 0.090485823
## 682     5  13  14 142.3436962 0.060756362   0 0.0227473661 0.093182578
## 683     5  13  14 137.5381619 0.061266012   0 0.0189473841 0.094457160
## 684     5  13  14 123.5647076 0.057475621   0 0.0189450385 0.100155943
## 685     5  13  14 135.1859219 0.063728248   0 0.0159046446 0.088410452
## 686     5  13  14 145.0365293 0.051890575   0 0.0166806442 0.096299345
## 687     5  13  14 151.9312850 0.056850026   0 0.0156297539 0.095299964
## 688     5  13  14 139.1429852 0.060181858   0 0.0156058284 0.092897298
## 689     5  13  14 168.4154649 0.065994292   0 0.0137560349 0.084739743
## 690     5  13  14 160.7068243 0.069038795   0 0.0157364295 0.083489481
## 691     5  13  14 147.3401124 0.067810867   0 0.0224998603 0.081649771
## 692     5  13  14 200.8218152 0.067258789   0 0.0165812772 0.079945286
## 693     5  13  14 188.9944730 0.065829694   0 0.0133840726 0.084123496
## 694     5  13  14 172.7308288 0.068607988   0 0.0127651378 0.084104134
## 695     5  13  14 201.8395341 0.067566157   0 0.0132890624 0.077986317
## 696     5  13  14 188.2423349 0.068373322   0 0.0135699098 0.084025554
## 697     5  13  14 178.9128322 0.068402836   0 0.0151062512 0.083150131
## 698     5  13  14 179.3082962 0.070169435   0 0.0133814653 0.081295101
## 699     5  13  14 180.0361479 0.064623648   0 0.0131684375 0.082469947
## 700     5  13  14 175.1999534 0.061549942   0 0.0101774772 0.084277152
## 701     5  13  14 179.0882232 0.064967131   0 0.0109174978 0.082550282
## 702     5  13  14 179.2699688 0.061844288   0 0.0103780095 0.084108772
## 703     5  13  14 174.6420141 0.065409513   0 0.0100453517 0.083054298
## 704     5  13  14 197.3248892 0.062590666   0 0.0108831483 0.082219593
## 705     5  13  14 196.7433121 0.063146568   0 0.0111763091 0.080497648
## 706     5  13  14 189.1238708 0.066526570   0 0.0102014952 0.080284542
## 707     5  13  14 201.4798989 0.069137474   0 0.0104949018 0.076561947
## 708     5  13  14 208.9009418 0.070064360   0 0.0086561966 0.076292903
## 709     5  13  14 215.3909449 0.072245674   0 0.0080137986 0.071191955
## 710     5  13  14 200.4793565 0.067042835   0 0.0078412919 0.077380968
## 711     5  13  14 200.0201280 0.064885638   0 0.0069523344 0.079430934
## 712     5  13  14 212.3083014 0.068343489   0 0.0069419517 0.076620526
## 713     5  13  14 207.5368562 0.066516154   0 0.0079612945 0.078286676
## 714     5  13  14 207.5613392 0.069304638   0 0.0063775553 0.077613951
## 715     5  13  14 203.0473593 0.068856992   0 0.0052568947 0.079146840
## 716     5  13  14 205.4865853 0.068692572   0 0.0053795398 0.077907515
## 717     5  13  14 208.2742119 0.068903631   0 0.0051598950 0.076076971
## 718     5  13  14 207.4262476 0.070177862   0 0.0065138619 0.078062115
## 719     5  13  14 220.4783806 0.070572093   0 0.0058954122 0.073821343
## 720     5  13  14 207.0271286 0.073351975   0 0.0061255799 0.076761221
## 721     5  13  14 215.1628880 0.074945024   0 0.0052402232 0.075438817
## 722     5  13  14 214.9453081 0.080375887   0 0.0048084888 0.075995345
## 723     5  13  14 224.4175938 0.076849971   0 0.0052155491 0.072779843
## 724     5  13  14 221.2386398 0.075958083   0 0.0053802827 0.074013200
## 725     5  13  14 226.3716823 0.075620064   0 0.0053753753 0.073839533
## 726     5  13  14 219.0077563 0.074953443   0 0.0054932354 0.076954023
## 727     5  13  14 211.3489645 0.076586722   0 0.0053100682 0.077227722
## 728     5  13  14 211.3489645 0.076586722   0 0.0053100682 0.077227722
## 729     5  13  14   7.0870478 0.454433515   0 0.1633471014 0.275700995
## 730     5  13  14   7.0870478 0.454433515   0 0.1633471014 0.275700995
## 731     5  13  14   7.2945340 0.430609809   0 0.1462050116 0.309645244
## 732     5  13  14   6.6033558 0.382894085   0 0.1882847608 0.341164645
## 733     5  13  14   5.7306383 0.382284252   0 0.2155354132 0.356238972
## 734     5  13  14   4.8769510 0.253199290   0 0.1120500770 0.531939201
## 735     5  13  14   4.8619975 0.176819199   0 0.0887012804 0.598123823
## 736     5  13  14   6.1970918 0.129449340   0 0.0794419222 0.613635595
## 737     5  13  14   6.8990646 0.107918196   0 0.0828475167 0.650225889
## 738     5  13  14   7.6371860 0.097287820   0 0.0736046772 0.648868272
## 739     5  13  14   7.4333635 0.096715268   0 0.0757481440 0.667942636
## 740     5  13  14   7.5288173 0.097385957   0 0.0718622641 0.663133892
## 741     5  13  14   7.3334388 0.095014322   0 0.0866082312 0.686884379
## 742     5  13  14   6.9422358 0.097906106   0 0.0854160345 0.709746011
## 743     5  13  14   6.4494803 0.100206353   0 0.0853877723 0.736388046
## 744     5  13  14   6.6445679 0.099615516   0 0.0845293718 0.722065701
## 745     5  13  14   6.2574659 0.104048201   0 0.0932374146 0.731275823
## 746     5  13  14   6.1981234 0.103597572   0 0.0898169180 0.741555242
## 747     5  13  14   5.9844612 0.105100902   0 0.0926882362 0.748315128
## 748     5  13  14   5.8858366 0.105338677   0 0.0964935628 0.751026655
## 749     5  13  14   5.8039517 0.105301600   0 0.0814905208 0.760122587
## 750     5  13  14   5.7232041 0.104947513   0 0.0824993446 0.768551092
## 751     5  13  14   5.3213897 0.111011814   0 0.0915077345 0.776992631
## 752     5  13  14   5.5141670 0.106951973   0 0.1013234792 0.777259837
## 753     5  13  14   5.7842918 0.102048574   0 0.1039767641 0.773720646
## 754     5  13  14   5.5827424 0.107039502   0 0.0976033412 0.766388691
## 755     5  13  14   6.0520285 0.102472498   0 0.0900659229 0.740843609
## 756     5  13  14   6.1044148 0.101885435   0 0.0760156851 0.745070722
## 757     5  13  14   6.1165288 0.101506980   0 0.0732464069 0.744868302
## 758     5  13  14   5.7877359 0.104223937   0 0.0748884915 0.761951775
## 759     5  13  14   5.3365443 0.108903847   0 0.0704690575 0.800843731
## 760     5  13  14   5.2967749 0.108028757   0 0.0712289013 0.809941218
## 761     5  13  14   5.2973535 0.107783385   0 0.0741913461 0.805969770
## 762     5  13  14   5.2302037 0.107596311   0 0.0750812716 0.823903457
## 763     5  13  14   5.2815871 0.106382224   0 0.0735192351 0.813046726
## 764     5  13  14   5.0667554 0.108893182   0 0.0828874257 0.836002516
## 765     5  13  14   4.8979245 0.111774171   0 0.0826867082 0.841129364
## 766     5  13  14   5.0608103 0.108916565   0 0.0835664847 0.826758845
## 767     5  13  14   5.0026706 0.109925118   0 0.0768205113 0.827165545
## 768     5  13  14   5.1163650 0.108315026   0 0.0763793830 0.819012069
## 769     5  13  14   5.0777994 0.108803031   0 0.0805348796 0.823892742
## 770     5  13  14   5.0974302 0.108302660   0 0.0837738504 0.825944883
## 771     5  13  14   4.8547532 0.111602984   0 0.0798276284 0.839688181
## 772     5  13  14   5.0308761 0.109028405   0 0.0743575383 0.831761745
## 773     5  13  14   4.7434021 0.111847649   0 0.0636974664 0.854692012
## 774     5  13  14   4.7480192 0.110811760   0 0.0552583631 0.858436741
## 775     5  13  14   4.5643519 0.111485083   0 0.0658455068 0.886052921
## 776     5  13  14   4.5587337 0.111278124   0 0.0614115872 0.887096874
## 777     5  13  14   4.5452540 0.111787223   0 0.0651818205 0.889351931
## 778     5  13  14   4.5901664 0.112054978   0 0.0571202479 0.883247981
## 779     5  13  14   4.5064584 0.113589348   0 0.0540942790 0.889386001
## 780     5  13  14   4.5960377 0.110578976   0 0.0612929688 0.891742463
## 781     5  13  14   4.5960377 0.110578976   0 0.0612929688 0.891742463
## 782     5  13  14   4.5719399 0.114034642   0 0.0622961785 0.891086109
## 783     5  13  14   4.3741722 0.118048178   0 0.0636697415 0.894671039
## 784     5  13  14   4.3963399 0.117893446   0 0.0632936573 0.896511277
## 785     5  13  14   4.4345449 0.117426624   0 0.0732845730 0.900299001
## 786     5  13  14   4.3537166 0.118995583   0 0.0634890396 0.896538395
## 787     5  13  14   3.9163397 0.128170525   0 0.0510069157 0.929189408
## 788     5  13  14   3.8535885 0.128809615   0 0.0518148852 0.932052674
## 789     5  13  14   4.1762716 0.118767822   0 0.0477124959 0.931153837
## 790     5  13  14   4.1298668 0.119409787   0 0.0501562484 0.926627013
## 791     5  13  14   4.1546733 0.119037318   0 0.0500416906 0.926624926
## 792     5  13  14   3.9775624 0.120307055   0 0.0543358767 0.939510101
## 793     5  13  14   4.0593102 0.116076209   0 0.0591822192 0.946406463
## 794     5  13  14   4.1058600 0.115955158   0 0.0521213820 0.944620652
## 795     5  13  14   4.0305637 0.117818950   0 0.0492561358 0.941640657
## 796     5  13  14   3.9909632 0.118666119   0 0.0419491839 0.938785212
## 797     5  13  14   4.0191453 0.117649416   0 0.0463444372 0.939021289
## 798     5  13  14   4.2073089 0.112185873   0 0.0436476136 0.942439865
## 799     5  13  14   4.1625935 0.115538692   0 0.0411335561 0.939852602
## 800     5  13  14   3.9458625 0.121781251   0 0.0510191572 0.939856871
## 801     5  13  14   4.0636496 0.118437561   0 0.0459729310 0.939214878
## 802     5  13  14   4.1996881 0.113893091   0 0.0416724200 0.942754807
## 803     5  13  14   4.2156916 0.113791592   0 0.0455736187 0.941025068
## 804     5  13  14   4.1974655 0.113732793   0 0.0486906709 0.939963856
## 805     5  13  14   4.2923505 0.111108735   0 0.0464713713 0.942342252
## 806     5  13  14   4.3534511 0.110854866   0 0.0460295452 0.936567534
## 807     5  13  14   4.1837964 0.113676146   0 0.0470164829 0.936471691
## 808     5  13  14   4.1334777 0.114709833   0 0.0469343787 0.936311115
## 809     5  13  14   4.2489238 0.111512547   0 0.0480822403 0.933793294
## 810     5  13  14   4.2026959 0.113889307   0 0.0486967149 0.929178022
## 811     5  13  14   4.2244509 0.112752656   0 0.0478501325 0.933416307
## 812     5  13  14   4.2770785 0.112539436   0 0.0489517362 0.925528631
## 813     5  13  14   4.2165519 0.113749470   0 0.0463343936 0.921268177
## 814     5  13  14   4.3140848 0.112487171   0 0.0388609426 0.920796762
## 815     5  13  14   4.3888991 0.110078881   0 0.0387635069 0.916510385
## 816     5  13  14   4.3256673 0.110498085   0 0.0377843390 0.918552455
## 817     5  13  14   4.3745109 0.110288059   0 0.0352385683 0.915071247
## 818     5  13  14   4.3797537 0.109632937   0 0.0317896773 0.916621874
## 819     5  13  14   4.4694743 0.109153035   0 0.0342626604 0.905663335
## 820     5  13  14   4.5380438 0.108141803   0 0.0272188982 0.905262371
## 821     5  13  14   4.4037878 0.109678603   0 0.0269097799 0.913059961
## 822     5  13  14   4.3920447 0.109644440   0 0.0300075850 0.916754881
## 823     5  13  14   4.4044586 0.110930113   0 0.0276263684 0.908274014
## 824     5  13  14   4.4306294 0.110751047   0 0.0319025360 0.907942746
## 825     5  13  14   4.5015874 0.110013359   0 0.0277287361 0.899069658
## 826     5  13  14   4.5075532 0.108364593   0 0.0272286706 0.904074939
## 827     5  13  14   4.6103241 0.107121120   0 0.0282890244 0.896853280
## 828     5  13  14   4.7018137 0.106112232   0 0.0334735970 0.886014013
## 829     5  13  14   4.6373621 0.106085813   0 0.0309392431 0.894187732
## 830     5  13  14   4.5286928 0.107884013   0 0.0331634796 0.895106601
## 831     5  13  14   4.5148288 0.108494085   0 0.0343019945 0.891497311
## 832     5  13  14   4.5148288 0.108494085   0 0.0343019945 0.891497311
## 833     5  13  14   4.4990289 0.872822190   0 0.0183964823 0.175984492
## 834     5  13  14   4.4990289 0.872822190   0 0.0183964823 0.175984492
## 835     5  13  14   5.7778698 0.858013714   0 0.0194598953 0.227065795
## 836     5  13  14   7.4131445 0.851795765   0 0.0253873579 0.271283505
## 837     5  13  14  13.4445796 0.881047457   0 0.0294020172 0.428882887
## 838     5  13  14  17.6449340 0.866271436   0 0.0357801751 0.495932943
## 839     5  13  14  19.0878309 0.879580506   0 0.0362603422 0.558064148
## 840     5  13  14  20.0426640 0.877207851   0 0.0345522689 0.606687549
## 841     5  13  14  21.5773372 0.877616666   0 0.0382298070 0.629256097
## 842     5  13  14  18.6686377 0.866102638   0 0.0408992662 0.680547287
## 843     5  13  14  17.9874306 0.851512983   0 0.0479110770 0.693176393
## 844     5  13  14  18.2930751 0.846571250   0 0.0489153920 0.740054282
## 845     5  13  14  16.2647286 0.845235875   0 0.0422484699 0.750111311
## 846     5  13  14  15.8347987 0.848859817   0 0.0419678838 0.764321484
## 847     5  13  14  15.1313275 0.838000522   0 0.0456864943 0.785551038
## 848     5  13  14  14.3912204 0.847508150   0 0.0415880088 0.796525352
## 849     5  13  14  13.4217550 0.837383752   0 0.0409350960 0.801834377
## 850     5  13  14  13.5932185 0.833006236   0 0.0368963560 0.808598308
## 851     5  13  14  11.6373788 0.847008243   0 0.0365369100 0.826694218
## 852     5  13  14  11.8355730 0.837385108   0 0.0387896397 0.835993964
## 853     5  13  14  12.4314795 0.840521060   0 0.0433413017 0.836971261
## 854     5  13  14  11.6080815 0.858039952   0 0.0317667124 0.847130756
## 855     5  13  14  12.6603171 0.843759818   0 0.0386459703 0.830490751
## 856     5  13  14  11.9314790 0.842802665   0 0.0378447594 0.846077255
## 857     5  13  14  11.5773095 0.818561313   0 0.0400470680 0.855812676
## 858     5  13  14  11.7279310 0.851081251   0 0.0342618370 0.861745025
## 859     5  13  14  11.6867131 0.838473885   0 0.0350175633 0.874070960
## 860     5  13  14  11.3461051 0.851696610   0 0.0320610618 0.871484366
## 861     5  13  14  12.5332447 0.856901908   0 0.0271537464 0.868188642
## 862     5  13  14  12.1844680 0.850627808   0 0.0267372123 0.874035261
## 863     5  13  14  11.2662905 0.846805931   0 0.0289829977 0.871361183
## 864     5  13  14  11.7392542 0.859852466   0 0.0306055596 0.869469981
## 865     5  13  14  11.2482314 0.855209942   0 0.0314093122 0.880595469
## 866     5  13  14  10.6815025 0.868546763   0 0.0297385558 0.885213516
## 867     5  13  14  11.2338972 0.832066710   0 0.0337618423 0.873975131
## 868     5  13  14  11.9510376 0.854118551   0 0.0318193642 0.878672280
## 869     5  13  14  11.3264938 0.813269307   0 0.0365678918 0.869591172
## 870     5  13  14   6.8601211 0.478952875   0 0.0336231913 0.923120292
## 871     5  13  14   4.3684349 0.270001598   0 0.0330831494 0.936684561
## 872     5  13  14   4.4573692 0.229721804   0 0.0307298688 0.942340816
## 873     5  13  14   4.4111329 0.192248370   0 0.0345870061 0.935675373
## 874     5  13  14   4.8127348 0.168511296   0 0.0373239723 0.930115882
## 875     5  13  14   5.4609902 0.136028833   0 0.0351862060 0.928579486
## 876     5  13  14   6.9100037 0.108742435   0 0.0358441883 0.919116979
## 877     5  13  14   6.5209548 0.101211461   0 0.0367381455 0.922964092
## 878     5  13  14   6.3606037 0.095497812   0 0.0373238817 0.924305877
## 879     5  13  14   8.5192959 0.069663419   0 0.0284513105 0.910999756
## 880     5  13  14   9.1459166 0.065373477   0 0.0279512721 0.908291334
## 881     5  13  14   9.0946238 0.065012523   0 0.0274041438 0.909356584
## 882     5  13  14   9.1556554 0.064651912   0 0.0279055999 0.907892844
## 883     5  13  14   9.1077591 0.064369671   0 0.0277032372 0.907824689
## 884     5  13  14   9.3197715 0.063279872   0 0.0277179232 0.903863442
## 885     5  13  14   9.3197715 0.063279872   0 0.0277179232 0.903863442
## 886     5  13  14   9.1297623 0.064764323   0 0.0278433186 0.903982151
## 887     5  13  14   8.9475909 0.065911052   0 0.0263653778 0.904504737
## 888     5  13  14   8.5030076 0.068591433   0 0.0283384360 0.904882747
## 889     5  13  14   8.5927111 0.067062143   0 0.0276294932 0.902816648
## 890     5  13  14   8.8843159 0.065957951   0 0.0278586807 0.885498640
## 891     5  13  14   8.7471718 0.065743513   0 0.0256184770 0.894860070
## 892     5  13  14   9.1131060 0.066520976   0 0.0207374942 0.878561265
## 893     5  13  14   9.3518471 0.063651540   0 0.0197413231 0.896524652
## 894     5  13  14   8.7667090 0.066781854   0 0.0167095246 0.886293753
## 895     5  13  14   8.6282902 0.065941173   0 0.0152774574 0.893557591
## 896     5  13  14   8.9138832 0.065255521   0 0.0145545750 0.874478654
## 897     5  13  14   9.8157004 0.061217451   0 0.0155657163 0.853571725
## 898     5  13  14   9.6381086 0.060799514   0 0.0178005695 0.850200372
## 899     5  13  14   9.2754686 0.062262962   0 0.0197189722 0.852430597
## 900     5  13  14   9.2290268 0.062175944   0 0.0194014789 0.860726990
## 901     5  13  14   9.1018611 0.063671891   0 0.0221254878 0.852356990
## 902     5  13  14   9.1207146 0.062711978   0 0.0226900636 0.863588004
## 903     5  13  14   8.9854260 0.063378956   0 0.0218992946 0.869914652
## 904     5  13  14   8.5880488 0.065928523   0 0.0239944852 0.881251763
## 905     5  13  14   8.6417109 0.065405938   0 0.0247029778 0.876064225
## 906     5  13  14   9.0734033 0.064258069   0 0.0318546917 0.873696148
## 907     5  13  14   9.1970229 0.062832421   0 0.0307234253 0.873657106
## 908     5  13  14   9.2200461 0.062804635   0 0.0331765784 0.877010691
## 909     5  13  14   9.2381224 0.062289980   0 0.0318127977 0.881918057
## 910     5  13  14   8.9901070 0.065334975   0 0.0326359383 0.876298382
## 911     5  13  14   9.3458934 0.062998519   0 0.0336697023 0.870451309
## 912     5  13  14   9.3622156 0.062853039   0 0.0321985912 0.870909006
## 913     5  13  14   9.2708645 0.063508459   0 0.0317708003 0.872894593
## 914     5  13  14   9.2000173 0.063861788   0 0.0352581319 0.866780946
## 915     5  13  14   9.4723681 0.062040619   0 0.0338889274 0.865769174
## 916     5  13  14   9.4784533 0.062403121   0 0.0337929331 0.870172620
## 917     5  13  14   9.3918033 0.062609153   0 0.0335841826 0.870607604
## 918     5  13  14   9.5268018 0.062308175   0 0.0315324296 0.863389041
## 919     5  13  14   9.7725065 0.060671345   0 0.0341445978 0.858816941
## 920     5  13  14   9.9001860 0.059962065   0 0.0349608647 0.853419634
## 921     5  13  14   9.6803053 0.061330190   0 0.0350266097 0.848718970
## 922     5  13  14   9.7134994 0.060976235   0 0.0353650361 0.858958353
## 923     5  13  14   9.8134116 0.061223937   0 0.0300422636 0.857780093
## 924     5  13  14   9.6019096 0.061742962   0 0.0313306526 0.855169230
## 925     5  13  14   9.6148305 0.062078000   0 0.0316649554 0.853977975
## 926     5  13  14   9.4982645 0.062172046   0 0.0296059341 0.856577066
## 927     5  13  14   9.1967826 0.062110399   0 0.0293630435 0.861010442
## 928     5  13  14   9.3317694 0.062531295   0 0.0349958070 0.840527506
## 929     5  13  14   9.3693705 0.062730018   0 0.0362644216 0.827109700
## 930     5  13  14   9.3820156 0.062309421   0 0.0348810532 0.831293066
## 931     5  13  14   9.3793992 0.063094260   0 0.0364261141 0.824944369
## 932     5  13  14   9.4549629 0.062976417   0 0.0395616090 0.817632897
## 933     5  13  14   9.6442745 0.062300343   0 0.0426823284 0.809526309
## 934     5  13  14   9.5334098 0.062600390   0 0.0439616193 0.818691961
## 935     5  13  14   9.5335862 0.062496304   0 0.0434892275 0.827654732
## 936     5  13  14   9.5335862 0.062496304   0 0.0434892275 0.827654732
## 937     5  13  14   6.7548395 0.826334897   0 0.2967318419 0.019915375
## 938     5  13  14   6.7548395 0.826334897   0 0.2967318419 0.019915375
## 939     5  13  14   6.7502887 0.817984506   0 0.2780690510 0.019937864
## 940     5  13  14   5.0845779 0.818447932   0 0.2746748548 0.025400558
## 941     5  13  14   4.8166785 0.832826941   0 0.3208373095 0.048156608
## 942     5  13  14   4.4710324 0.853514347   0 0.3707539111 0.049607418
## 943     5  13  14   7.8694914 0.876594870   0 0.3838436351 0.079649126
## 944     5  13  14   9.4316480 0.897722433   0 0.4587320123 0.105126105
## 945     5  13  14  11.9887519 0.866577394   0 0.4968474242 0.119736266
## 946     5  13  14  19.6463629 0.866482301   0 0.5047114873 0.112952502
## 947     5  13  14  20.2969644 0.817834907   0 0.6010138493 0.086644401
## 948     5  13  14  21.2777191 0.782208047   0 0.6212148608 0.106528159
## 949     5  13  14  17.7002294 0.739389483   0 0.6058908231 0.108405784
## 950     5  13  14  22.6811669 0.680890821   0 0.4945844921 0.112150015
## 951     5  13  14  26.8126821 0.675816777   0 0.5031837174 0.116596798
## 952     5  13  14  26.4592441 0.619926955   0 0.5386799677 0.120316263
## 953     5  13  14  24.6076761 0.592379337   0 0.5373226929 0.130099878
## 954     5  13  14  25.3923823 0.559033066   0 0.5288933913 0.133452343
## 955     5  13  14  29.3023904 0.511066714   0 0.4837112822 0.127860639
## 956     5  13  14  29.5002465 0.418525641   0 0.5145728933 0.121660425
## 957     5  13  14  32.0228261 0.388110405   0 0.5160316671 0.122787049
## 958     5  13  14  33.5523676 0.340177262   0 0.4753927357 0.115825070
## 959     5  13  14  36.4578379 0.299366694   0 0.4675454521 0.110322499
## 960     5  13  14  41.8525516 0.265265006   0 0.4456453875 0.105083232
## 961     5  13  14  41.7101225 0.237458547   0 0.4115978878 0.102734497
## 962     5  13  14  43.0067605 0.212357256   0 0.4068205886 0.094849862
## 963     5  13  14  51.2330567 0.179122743   0 0.3280855259 0.091023937
## 964     5  13  14  46.5751961 0.166428365   0 0.3594883567 0.083969438
## 965     5  13  14  52.5071104 0.139740511   0 0.3424814083 0.083148397
## 966     5  13  14  56.6016350 0.127454175   0 0.3222604224 0.084270470
## 967     5  13  14  57.4213645 0.122801530   0 0.3060806843 0.086387911
## 968     5  13  14  59.0519509 0.123746986   0 0.3038861912 0.083939265
## 969     5  13  14  59.0982970 0.124216193   0 0.2759250083 0.082020652
## 970     5  13  14  62.5415923 0.118475172   0 0.2697124697 0.080770069
## 971     5  13  14  65.0281074 0.118343261   0 0.2678240985 0.080056672
## 972     5  13  14  63.6780744 0.116932671   0 0.2746784885 0.081361409
## 973     5  13  14  66.6909986 0.120836599   0 0.2548055096 0.077833164
## 974     5  13  14  66.8578835 0.116574271   0 0.2412725889 0.080294563
## 975     5  13  14  71.3507036 0.111884676   0 0.2162861940 0.079898992
## 976     5  13  14  75.1998574 0.115294874   0 0.2047950620 0.077487474
## 977     5  13  14  82.3000748 0.110375773   0 0.1856408259 0.078146080
## 978     5  13  14  84.0900580 0.110890682   0 0.1710939508 0.077465688
## 979     5  13  14  80.0190853 0.105528355   0 0.1621078184 0.080029565
## 980     5  13  14  85.7839095 0.107581017   0 0.1588749188 0.077668092
## 981     5  13  14  86.9076428 0.108306194   0 0.1569696488 0.077954422
## 982     5  13  14  83.0448529 0.106623850   0 0.1523740172 0.079567794
## 983     5  13  14  84.8413021 0.104432219   0 0.1419749026 0.080053818
## 984     5  13  14  90.6337950 0.109334022   0 0.1384102218 0.077903763
## 985     5  13  14  94.1225253 0.108599049   0 0.1324988396 0.076113645
## 986     5  13  14  96.0471235 0.109692997   0 0.1346261425 0.075606709
## 987     5  13  14  94.8505739 0.111271165   0 0.1331046271 0.076065808
## 988     5  13  14  95.3364163 0.112847452   0 0.1304246545 0.074744204
## 989     5  13  14  95.3364163 0.112847452   0 0.1304246545 0.074744204
## 990     5  13  14  92.9621982 0.118357583   0 0.1267644662 0.074517024
## 991     5  13  14  92.5761245 0.117036146   0 0.1231432672 0.074715089
## 992     5  13  14  87.4573446 0.118014270   0 0.1305190007 0.076091797
## 993     5  13  14  85.0347263 0.125599564   0 0.1359501998 0.072382156
## 994     5  13  14  85.8544160 0.121751766   0 0.1297054086 0.073084024
## 995     5  13  14  85.3351562 0.120984964   0 0.1379296047 0.073978309
## 996     5  13  14  86.1461996 0.123382145   0 0.1314010253 0.071159303
## 997     5  13  14  86.8694180 0.120344562   0 0.1265650224 0.072435175
## 998     5  13  14  86.8404905 0.117539416   0 0.1167712144 0.074536180
## 999     5  13  14  98.3623871 0.111450645   0 0.1000479854 0.074551634
## 1000    5  13  14  97.0195174 0.116553273   0 0.1042231619 0.071029553
## 1001    5  13  14  99.1269226 0.112927549   0 0.0940219673 0.072160570
## 1002    5  13  14 104.8052697 0.105684885   0 0.0794201520 0.072874517
## 1003    5  13  14 104.4716387 0.112478178   0 0.0857737244 0.071214021
## 1004    5  13  14 104.7607530 0.109191975   0 0.0776833536 0.071808722
## 1005    5  13  14 109.2907422 0.110829506   0 0.0687460268 0.071399565
## 1006    5  13  14 111.6058421 0.114079814   0 0.0709644212 0.071378787
## 1007    5  13  14 111.9562848 0.114585099   0 0.0748243252 0.072028467
## 1008    5  13  14 113.3862680 0.104626307   0 0.0602445165 0.072899693
## 1009    5  13  14 119.4784625 0.106100267   0 0.0508881883 0.069975909
## 1010    5  13  14 128.9174340 0.104453741   0 0.0457624631 0.070113898
## 1011    5  13  14 132.9031201 0.105801634   0 0.0443541385 0.068863151
## 1012    5  13  14 129.5289718 0.103411009   0 0.0474559313 0.071196272
## 1013    5  13  14 138.5580841 0.107854352   0 0.0437427128 0.068792013
## 1014    5  13  14 139.9766489 0.105850258   0 0.0400680396 0.068165285
## 1015    5  13  14 143.5860628 0.104512437   0 0.0353031634 0.068445633
## 1016    5  13  14 143.0309067 0.102781153   0 0.0320800547 0.069658863
## 1017    5  13  14 135.9934832 0.103108951   0 0.0340804153 0.070005329
## 1018    5  13  14 142.1768866 0.099648076   0 0.0302652528 0.071228953
## 1019    5  13  14 152.4098077 0.102393995   0 0.0266013256 0.069222472
## 1020    5  13  14 159.6761411 0.102267812   0 0.0246774967 0.066911081
## 1021    5  13  14 158.4910870 0.102155503   0 0.0253755334 0.067160142
## 1022    5  13  14 159.5964865 0.104252425   0 0.0239787880 0.066555511
## 1023    5  13  14 156.7760849 0.102601960   0 0.0229100279 0.068063431
## 1024    5  13  14 150.9926137 0.105545847   0 0.0217836565 0.068440559
## 1025    5  13  14 160.2181561 0.109874005   0 0.0206960105 0.065948136
## 1026    5  13  14 162.8891582 0.106502730   0 0.0202193350 0.065565688
## 1027    5  13  14 158.7075274 0.108178938   0 0.0187775380 0.065634769
## 1028    5  13  14 154.9117654 0.105734277   0 0.0185198107 0.066263793
## 1029    5  13  14 155.8841170 0.106950120   0 0.0166015930 0.065937151
## 1030    5  13  14 162.0195298 0.104365379   0 0.0160799783 0.066269605
## 1031    5  13  14 162.5311075 0.106405438   0 0.0170828860 0.065015333
## 1032    5  13  14 161.9928855 0.108715497   0 0.0164742241 0.064696483
## 1033    5  13  14 158.9975521 0.106264312   0 0.0167111987 0.065500856
## 1034    5  13  14 162.9259806 0.108179517   0 0.0179807555 0.064137311
## 1035    5  13  14 156.6402746 0.105644423   0 0.0181995254 0.067305291
## 1036    5  13  14 152.8237918 0.107451723   0 0.0187870707 0.066767135
## 1037    5  13  14 151.3825713 0.105245456   0 0.0185032585 0.067521993
## 1038    5  13  14 150.2018396 0.102215496   0 0.0187869510 0.067853904
## 1039    5  13  14 146.5284612 0.102893860   0 0.0197030833 0.068085210
## 1040    5  13  14 146.5284612 0.102893860   0 0.0197030833 0.068085210
## 1041    5  13  14   5.1130464 0.632669770   0 0.3617603344 0.341143192
## 1042    5  13  14   5.1130464 0.632669770   0 0.3617603344 0.341143192
## 1043    5  13  14   3.6054025 0.609860220   0 0.3499214600 0.373821469
## 1044    5  13  14   3.8454325 0.543100519   0 0.3425597186 0.359657797
## 1045    5  13  14   3.7673532 0.415495833   0 0.4489660561 0.382434219
## 1046    5  13  14   3.5231913 0.346405425   0 0.4233928782 0.402933571
## 1047    5  13  14   3.9389588 0.330758169   0 0.3683428942 0.414554913
## 1048    5  13  14   4.3753834 0.263638725   0 0.3153104128 0.398684586
## 1049    5  13  14   5.0370765 0.226182707   0 0.2811334656 0.444043682
## 1050    5  13  14   5.5757733 0.168659844   0 0.2366313234 0.506322122
## 1051    5  13  14   5.6304804 0.158830957   0 0.2568073810 0.532118933
## 1052    5  13  14   6.2345300 0.142573700   0 0.2788800023 0.525808958
## 1053    5  13  14   6.3461781 0.142802040   0 0.2679858513 0.511730981
## 1054    5  13  14   6.3324784 0.140475465   0 0.2695755921 0.511989949
## 1055    5  13  14   6.3249178 0.142666810   0 0.2496985848 0.512115855
## 1056    5  13  14   6.7759737 0.138400228   0 0.2594576976 0.481950435
## 1057    5  13  14   6.4342089 0.142703406   0 0.2668083509 0.494236062
## 1058    5  13  14   5.6848079 0.143627107   0 0.2680553484 0.552499635
## 1059    5  13  14   6.1234052 0.141370759   0 0.2650564039 0.523353344
## 1060    5  13  14   6.6970633 0.138336260   0 0.2382462220 0.492038687
## 1061    5  13  14   6.5813210 0.138215164   0 0.2433473310 0.503644309
## 1062    5  13  14   6.6772101 0.136245300   0 0.2549413307 0.492717206
## 1063    5  13  14   6.5459817 0.136754387   0 0.2713406686 0.496617911
## 1064    5  13  14   6.6464529 0.138612427   0 0.2750624757 0.485300699
## 1065    5  13  14   6.4426401 0.139167396   0 0.2884341388 0.494276763
## 1066    5  13  14   6.5989251 0.134836292   0 0.2939019427 0.503915038
## 1067    5  13  14   5.9005889 0.142547202   0 0.2928911884 0.528558173
## 1068    5  13  14   5.4063233 0.143503722   0 0.3297477883 0.564227997
## 1069    5  13  14   4.8934355 0.149254649   0 0.3893371991 0.584415434
## 1070    5  13  14   4.9358973 0.148068664   0 0.3922998707 0.585976418
## 1071    5  13  14   4.7714612 0.149265067   0 0.4073282653 0.600227806
## 1072    5  13  14   4.5237569 0.152381105   0 0.4133893973 0.614955193
## 1073    5  13  14   4.2312271 0.160278274   0 0.4269272871 0.609361977
## 1074    5  13  14   4.2813179 0.155358710   0 0.4288292755 0.623901735
## 1075    5  13  14   4.1532769 0.158508662   0 0.4287637668 0.631125933
## 1076    5  13  14   4.1853115 0.160039659   0 0.4273972243 0.615151056
## 1077    5  13  14   4.0908039 0.158147031   0 0.4363079006 0.629857299
## 1078    5  13  14   4.3011410 0.154912000   0 0.4177377953 0.626708593
## 1079    5  13  14   4.4523092 0.154831929   0 0.3948769930 0.611111289
## 1080    5  13  14   4.5484228 0.154350061   0 0.3977379828 0.593590782
## 1081    5  13  14   4.6219827 0.152324685   0 0.3922326434 0.590401460
## 1082    5  13  14   4.9345063 0.147993570   0 0.3805679740 0.571105530
## 1083    5  13  14   5.0742898 0.145454909   0 0.3812525903 0.563803034
## 1084    5  13  14   5.1791720 0.145388994   0 0.3810311108 0.553333641
## 1085    5  13  14   5.1376502 0.144644904   0 0.3746249516 0.560882913
## 1086    5  13  14   5.2054336 0.141159508   0 0.3593411889 0.568590574
## 1087    5  13  14   5.3743342 0.143676490   0 0.3759676817 0.539101640
## 1088    5  13  14   5.1202087 0.143267828   0 0.3969788890 0.562554866
## 1089    5  13  14   5.2334241 0.143277402   0 0.3818726487 0.550400520
## 1090    5  13  14   5.4528260 0.140292678   0 0.3663973676 0.538871314
## 1091    5  13  14   5.4258500 0.140811406   0 0.3600908479 0.539334958
## 1092    5  13  14   5.4083457 0.141205323   0 0.3580255903 0.543481984
## 1093    5  13  14   5.4083457 0.141205323   0 0.3580255903 0.543481984
## 1094    5  13  14   5.4365500 0.142401918   0 0.3594281189 0.547248633
## 1095    5  13  14   5.2097953 0.147715406   0 0.3485690119 0.555036417
## 1096    5  13  14   5.0232942 0.151474193   0 0.3462142262 0.562232068
## 1097    5  13  14   4.9792240 0.148662919   0 0.3688321803 0.572303820
## 1098    5  13  14   4.8112501 0.153749572   0 0.3707556943 0.572431297
## 1099    5  13  14   4.8852892 0.154108754   0 0.3824365139 0.566508079
## 1100    5  13  14   5.2218742 0.151173497   0 0.3856612551 0.540039336
## 1101    5  13  14   5.1043311 0.150430789   0 0.3702112738 0.552973484
## 1102    5  13  14   4.4635643 0.156437350   0 0.3610347323 0.611158172
## 1103    5  13  14   4.8818581 0.150373195   0 0.3268088013 0.581326800
## 1104    5  13  14   4.6071439 0.149882537   0 0.3512423319 0.617841443
## 1105    5  13  14   4.8606082 0.151287854   0 0.3734643370 0.573323552
## 1106    5  13  14   4.4237179 0.157133982   0 0.3664460416 0.609409616
## 1107    5  13  14   3.8949745 0.164092140   0 0.3837196777 0.657691474
## 1108    5  13  14   3.8103269 0.163874131   0 0.3817285265 0.667757690
## 1109    5  13  14   4.0872643 0.156443199   0 0.3719434302 0.660244604
## 1110    5  13  14   4.1604436 0.155196634   0 0.3739089001 0.656873480
## 1111    5  13  14   4.4149936 0.151392903   0 0.3762258646 0.631519962
## 1112    5  13  14   4.4869288 0.147824905   0 0.3658551910 0.635205500
## 1113    5  13  14   4.3923686 0.151510051   0 0.3629894848 0.630116557
## 1114    5  13  14   4.6572233 0.147610835   0 0.3458093804 0.617415129
## 1115    5  13  14   4.8100017 0.143048016   0 0.3467312896 0.606156343
## 1116    5  13  14   4.8001438 0.143211760   0 0.3654174466 0.610492703
## 1117    5  13  14   4.7609485 0.144029483   0 0.3714351821 0.609999508
## 1118    5  13  14   4.7542705 0.144659097   0 0.3637719355 0.609426856
## 1119    5  13  14   4.8651008 0.140303370   0 0.3644778391 0.610294263
## 1120    5  13  14   5.1933525 0.138363097   0 0.3088295898 0.588367601
## 1121    5  13  14   5.2780936 0.137927015   0 0.3033540185 0.581878233
## 1122    5  13  14   5.5321050 0.133685166   0 0.2822914335 0.576307990
## 1123    5  13  14   5.5196866 0.133557548   0 0.2834185107 0.574743530
## 1124    5  13  14   5.4699409 0.132716122   0 0.2913162469 0.579235409
## 1125    5  13  14   5.6637090 0.131736197   0 0.2914151982 0.569534264
## 1126    5  13  14   5.7770322 0.130577093   0 0.2953558465 0.563193739
## 1127    5  13  14   5.7390853 0.132128737   0 0.2918251757 0.560212118
## 1128    5  13  14   5.7017880 0.132010333   0 0.2802662605 0.561940383
## 1129    5  13  14   5.8840631 0.130085373   0 0.3018999409 0.553192521
## 1130    5  13  14   5.9292119 0.129045343   0 0.2906602074 0.554359411
## 1131    5  13  14   5.8281195 0.129947585   0 0.2792253720 0.563546974
## 1132    5  13  14   5.7468280 0.128795527   0 0.2739417581 0.582725481
## 1133    5  13  14   5.6120787 0.130233398   0 0.2702060850 0.585369573
## 1134    5  13  14   6.0449600 0.127657934   0 0.2598277709 0.560000595
## 1135    5  13  14   6.0513004 0.126791072   0 0.2619896816 0.563320693
## 1136    5  13  14   5.9824483 0.127367149   0 0.2638620386 0.566283859
## 1137    5  13  14   6.0483869 0.126709842   0 0.2521766519 0.562367591
## 1138    5  13  14   5.9624316 0.127342359   0 0.2678133205 0.561058074
## 1139    5  13  14   5.9284879 0.127589749   0 0.2725662267 0.565047649
## 1140    5  13  14   5.7306801 0.128500698   0 0.2660251029 0.579463997
## 1141    5  13  14   5.6777634 0.128655881   0 0.2722948310 0.587182194
## 1142    5  13  14   5.9121237 0.126618108   0 0.2775683655 0.570336665
## 1143    5  13  14   5.6657831 0.129714030   0 0.2771711075 0.582141484
## 1144    5  13  14   5.6657831 0.129714030   0 0.2771711075 0.582141484
## 1145    5  13  14   2.1488629 0.074364993   0 0.3433282714 0.698056418
## 1146    5  13  14   2.1488629 0.074364993   0 0.3433282714 0.698056418
## 1147    5  13  14   3.4465343 0.096004199   0 0.3242215957 0.722043747
## 1148    5  13  14   4.9610100 0.123867577   0 0.3345182337 0.762321860
## 1149    5  13  14   5.2204278 0.110776234   0 0.3345628649 0.741035076
## 1150    5  13  14   4.6503050 0.140970970   0 0.3389512197 0.719102325
## 1151    5  13  14   4.1776952 0.162275952   0 0.3434285977 0.681955866
## 1152    5  13  14   4.3084205 0.172966312   0 0.3252556981 0.624524870
## 1153    5  13  14   4.3028033 0.181078841   0 0.3157877234 0.594435529
## 1154    5  13  14   4.8658739 0.168534422   0 0.3091064226 0.566941357
## 1155    5  13  14   5.5853594 0.158405109   0 0.3144277050 0.517386991
## 1156    5  13  14   5.6592628 0.163725441   0 0.3494760707 0.485017851
## 1157    5  13  14   5.8847691 0.161711534   0 0.3406906124 0.465837086
## 1158    5  13  14   5.9741459 0.160859081   0 0.4155643523 0.455772106
## 1159    5  13  14   6.1420753 0.159830913   0 0.4527862470 0.439432921
## 1160    5  13  14   6.2271049 0.159263021   0 0.4425184227 0.433237625
## 1161    5  13  14   6.5468422 0.155588854   0 0.4409007420 0.415574845
## 1162    5  13  14   6.6682368 0.154266714   0 0.4345703170 0.412432357
## 1163    5  13  14   6.7069430 0.154326913   0 0.4633890244 0.406791445
## 1164    5  13  14   6.8455927 0.153847246   0 0.4734906552 0.392344572
## 1165    5  13  14   7.1521850 0.150048342   0 0.4715139297 0.385245716
## 1166    5  13  14   7.2230271 0.151253428   0 0.4751767091 0.377750229
## 1167    5  13  14   7.4939637 0.152701849   0 0.4813721252 0.359310552
## 1168    5  13  14   8.3879526 0.147967300   0 0.4726049452 0.328756939
## 1169    5  13  14   8.5554657 0.147467847   0 0.4796813641 0.317745560
## 1170    5  13  14   8.5079022 0.145871070   0 0.4924014237 0.321312299
## 1171    5  13  14   7.4610591 0.151800652   0 0.5405102566 0.347445227
## 1172    5  13  14   6.9238596 0.156694606   0 0.5516694682 0.359222622
## 1173    5  13  14   6.9399064 0.154204872   0 0.5749047192 0.359777850
## 1174    5  13  14   6.2548554 0.159911795   0 0.6046333994 0.382987860
## 1175    5  13  14   5.9706554 0.162345474   0 0.6023800222 0.393524538
## 1176    5  13  14   5.8228669 0.161472125   0 0.6027961747 0.408765971
## 1177    5  13  14   5.8454493 0.161539266   0 0.5890066507 0.405448760
## 1178    5  13  14   5.9818244 0.159948232   0 0.5898342758 0.399832715
## 1179    5  13  14   5.8980416 0.160979738   0 0.5858983031 0.400956045
## 1180    5  13  14   5.8669140 0.161792889   0 0.6010106689 0.402812756
## 1181    5  13  14   5.6584911 0.165276332   0 0.6093887122 0.406975944
## 1182    5  13  14   5.5854541 0.167951258   0 0.6190719945 0.404282956
## 1183    5  13  14   5.5187538 0.167797666   0 0.6447482977 0.399654195
## 1184    5  13  14   5.6709315 0.164918753   0 0.6357925278 0.398733856
## 1185    5  13  14   5.6926167 0.163379074   0 0.6351417507 0.398770618
## 1186    5  13  14   5.6701895 0.161779621   0 0.6435623256 0.405422940
## 1187    5  13  14   5.7720011 0.160948981   0 0.6293835294 0.401030779
## 1188    5  13  14   5.7664613 0.160096853   0 0.6432360524 0.401347715
## 1189    5  13  14   5.7525826 0.160099155   0 0.6452137471 0.400955584
## 1190    5  13  14   5.8198895 0.160543920   0 0.6373470171 0.399630761
## 1191    5  13  14   5.6651117 0.162139523   0 0.6685339044 0.403407000
## 1192    5  13  14   5.4265086 0.162924968   0 0.7131543611 0.415395050
## 1193    5  13  14   5.2795735 0.166230223   0 0.7404834579 0.413199362
## 1194    5  13  14   5.3524868 0.164021964   0 0.7188148832 0.415790274
## 1195    5  13  14   5.4425958 0.164011751   0 0.7143883687 0.407676038
## 1196    5  13  14   5.5506536 0.162651143   0 0.6776627277 0.407327884
## 1197    5  13  14   5.5506536 0.162651143   0 0.6776627277 0.407327884
## 1198    5  13  14   5.5715318 0.166040918   0 0.6799979960 0.412171549
## 1199    5  13  14   5.4619678 0.166553419   0 0.6898802831 0.412846902
## 1200    5  13  14   5.3963641 0.174253223   0 0.6974659913 0.402201657
## 1201    5  13  14   5.3985593 0.173567692   0 0.6831679674 0.403169937
## 1202    5  13  14   5.6925858 0.168129240   0 0.6901799571 0.388085465
## 1203    5  13  14   5.6193350 0.168808676   0 0.6956332473 0.390393481
## 1204    5  13  14   5.3546325 0.173045560   0 0.7273708470 0.390641370
## 1205    5  13  14   5.3387987 0.174867022   0 0.7469960418 0.379312148
## 1206    5  13  14   5.2590135 0.173431535   0 0.7694995435 0.387283382
## 1207    5  13  14   5.1323916 0.176419374   0 0.7637714290 0.386594766
## 1208    5  13  14   5.1431873 0.176811653   0 0.7436796495 0.384439439
## 1209    5  13  14   5.3039672 0.177490943   0 0.7367126384 0.374034133
## 1210    5  13  14   5.2985448 0.174327839   0 0.7503854724 0.383129075
## 1211    5  13  14   5.0656848 0.178060360   0 0.7118569364 0.392977124
## 1212    5  13  14   5.1574307 0.181641514   0 0.6910152903 0.380542720
## 1213    5  13  14   5.3662515 0.177081613   0 0.7038073021 0.370841154
## 1214    5  13  14   5.5321527 0.171372353   0 0.7006036801 0.373381136
## 1215    5  13  14   5.5049190 0.172207644   0 0.7076103333 0.371364014
## 1216    5  13  14   5.2598642 0.176959929   0 0.7107826279 0.379469449
## 1217    5  13  14   5.4884137 0.173587517   0 0.7183544763 0.365546228
## 1218    5  13  14   5.4216572 0.175576426   0 0.7451000828 0.362974505
## 1219    5  13  14   5.2532511 0.180042447   0 0.7508326154 0.364177825
## 1220    5  13  14   5.1641260 0.178736592   0 0.7584224185 0.370249024
## 1221    5  13  14   5.2506864 0.174910643   0 0.7577792262 0.376128580
## 1222    5  13  14   5.0748527 0.176878018   0 0.7555105577 0.390141341
## 1223    5  13  14   4.9851570 0.179656756   0 0.7650272863 0.386265346
## 1224    5  13  14   5.0320624 0.179408369   0 0.7804415803 0.381894476
## 1225    5  13  14   5.2789554 0.178397239   0 0.7762562892 0.359213802
## 1226    5  13  14   5.4054944 0.175918934   0 0.7823097862 0.354547192
## 1227    5  13  14   5.3179011 0.177353063   0 0.7928743056 0.357348807
## 1228    5  13  14   5.2533345 0.175141867   0 0.7943718309 0.362997377
## 1229    5  13  14   5.2876785 0.176478275   0 0.7878572646 0.358153404
## 1230    5  13  14   5.3058816 0.178970376   0 0.7911361823 0.352624909
## 1231    5  13  14   5.2675400 0.178940436   0 0.8014583577 0.353351592
## 1232    5  13  14   5.2777604 0.179369345   0 0.8119966863 0.351367088
## 1233    5  13  14   5.2663320 0.178655040   0 0.8302647503 0.347862635
## 1234    5  13  14   5.2769255 0.181033417   0 0.8422536982 0.340085262
## 1235    5  13  14   5.2759800 0.178743542   0 0.8530692144 0.339652087
## 1236    5  13  14   5.2613906 0.179938263   0 0.8561378871 0.340134038
## 1237    5  13  14   5.2535144 0.181930893   0 0.8574066982 0.336257620
## 1238    5  13  14   5.3428299 0.180051239   0 0.8621577831 0.330201252
## 1239    5  13  14   5.2584560 0.182852504   0 0.8529817176 0.334410881
## 1240    5  13  14   5.2763696 0.181342082   0 0.8541624585 0.333676663
## 1241    5  13  14   5.2608880 0.180296420   0 0.8600358039 0.338835869
## 1242    5  13  14   5.0881354 0.183330855   0 0.8610838913 0.346613041
## 1243    5  13  14   5.1224755 0.183461344   0 0.8577382243 0.344544849
## 1244    5  13  14   5.0914805 0.183065108   0 0.8651863454 0.346218973
## 1245    5  13  14   5.0505722 0.180828846   0 0.8677188373 0.352479787
## 1246    5  13  14   5.0267829 0.181789332   0 0.8638683226 0.353504441
## 1247    5  13  14   5.0832395 0.183856474   0 0.8750608478 0.344360971
## 1248    5  13  14   5.0832395 0.183856474   0 0.8750608478 0.344360971
## 1249    5  13  14   7.4959726 0.993485334   0 0.5756450884 0.112395711
## 1250    5  13  14   7.4959726 0.993485334   0 0.5756450884 0.112395711
## 1251    5  13  14   8.4462578 0.993595285   0 0.5752344470 0.124126161
## 1252    5  13  14  14.8583919 0.992879652   0 0.6334478912 0.136556232
## 1253    5  13  14  15.0316251 0.993028663   0 0.6078716492 0.138115172
## 1254    5  13  14  15.0713741 0.991774733   0 0.6269121381 0.137895660
## 1255    5  13  14  12.9377673 0.991035677   0 0.6348135172 0.157861658
## 1256    5  13  14  13.9779221 0.990568480   0 0.6016674195 0.176893577
## 1257    5  13  14  12.6824301 0.988040435   0 0.6200601867 0.150467824
## 1258    5  13  14  12.1940435 0.987614178   0 0.5876948838 0.134149372
## 1259    5  13  14  13.5714341 0.983298441   0 0.6150634992 0.158587145
## 1260    5  13  14  12.3391469 0.986087183   0 0.6687153147 0.172866964
## 1261    5  13  14  11.8304101 0.985841615   0 0.6180920109 0.158268298
## 1262    5  13  14  12.1081288 0.988419605   0 0.6535732554 0.160727844
## 1263    5  13  14  12.8483723 0.986682048   0 0.6886387414 0.158457549
## 1264    5  13  14  12.4873199 0.984405624   0 0.6609923233 0.158038296
## 1265    5  13  14  12.3351680 0.983968456   0 0.6655545788 0.147591972
## 1266    5  13  14  11.4994431 0.975206442   0 0.6764831546 0.151074563
## 1267    5  13  14  11.3821261 0.986739609   0 0.7113337104 0.169600148
## 1268    5  13  14  11.4886814 0.984723118   0 0.7316082041 0.186036406
## 1269    5  13  14  10.8497541 0.983822799   0 0.7258776655 0.176467206
## 1270    5  13  14  10.7903901 0.983629092   0 0.7293294206 0.182773742
## 1271    5  13  14  10.9038972 0.982303620   0 0.7332725474 0.177286571
## 1272    5  13  14  10.6282790 0.981376994   0 0.7115352184 0.173798299
## 1273    5  13  14  10.3560099 0.981017720   0 0.7192246174 0.181338387
## 1274    5  13  14  10.4406829 0.979420243   0 0.7298165718 0.186702685
## 1275    5  13  14  10.9774951 0.978563760   0 0.7209941682 0.174393625
## 1276    5  13  14  11.1929549 0.981153945   0 0.6749405536 0.177055697
## 1277    5  13  14  10.9418141 0.982691872   0 0.6936573670 0.178713237
## 1278    5  13  14  11.9908872 0.978042736   0 0.6395021132 0.161228949
## 1279    5  13  14  12.2879865 0.967749481   0 0.5719062637 0.181982513
## 1280    5  13  14  10.5464701 0.966807453   0 0.5660016636 0.179731772
## 1281    5  13  14  11.9888664 0.965524547   0 0.5941459404 0.182279875
## 1282    5  13  14  12.3946604 0.963546682   0 0.5910008929 0.172193467
## 1283    5  13  14  13.0537723 0.966128288   0 0.5721190879 0.163057155
## 1284    5  13  14  13.5694852 0.963903814   0 0.5711160214 0.157037161
## 1285    5  13  14  12.6274557 0.961787355   0 0.6353433566 0.152107205
## 1286    5  13  14  10.1984428 0.959912656   0 0.6325162077 0.145511005
## 1287    5  13  14  12.1612555 0.956442294   0 0.6738216789 0.149952819
## 1288    5  13  14  11.5977119 0.956613261   0 0.6785557316 0.147493262
## 1289    5  13  14  10.5798127 0.960635919   0 0.7043258136 0.168187170
## 1290    5  13  14  11.2364752 0.956184822   0 0.6621743114 0.147156524
## 1291    5  13  14  11.0965379 0.958346643   0 0.6367447040 0.156013289
## 1292    5  13  14  12.7382296 0.942100088   0 0.5221307824 0.168855789
## 1293    5  13  14  13.9402772 0.940324810   0 0.5033235470 0.174601818
## 1294    5  13  14  12.7913412 0.940066442   0 0.5276888671 0.171973877
## 1295    5  13  14  12.7298129 0.938159897   0 0.5299744860 0.173823953
## 1296    5  13  14  13.5381487 0.937411842   0 0.5328002293 0.171986395
## 1297    5  13  14  13.4332224 0.937440800   0 0.5159814988 0.172126284
## 1298    5  13  14  13.6875171 0.934972852   0 0.5282924912 0.176393207
## 1299    5  13  14  11.8096586 0.932496194   0 0.5481471009 0.174059817
## 1300    5  13  14  11.5579456 0.944955942   0 0.5584504120 0.178000229
## 1301    5  13  14  11.5579456 0.944955942   0 0.5584504120 0.178000229
## 1302    5  13  14  13.5093040 0.940605777   0 0.5649303862 0.184431387
## 1303    5  13  14  12.8320897 0.943206716   0 0.5338215730 0.164261143
## 1304    5  13  14  10.9701979 0.948051923   0 0.5583548567 0.153634364
## 1305    5  13  14  12.2541261 0.967188237   0 0.5387746972 0.153787308
## 1306    5  13  14  11.9079559 0.954645141   0 0.5273670325 0.153066484
## 1307    5  13  14  12.1803011 0.962944651   0 0.5368091409 0.144451505
## 1308    5  13  14  12.6381924 0.955565927   0 0.5771835637 0.139476249
## 1309    5  13  14  12.4778075 0.957545904   0 0.5839323804 0.145674612
## 1310    5  13  14  12.3971529 0.965083093   0 0.6335948030 0.131860724
## 1311    5  13  14  11.2561581 0.966446260   0 0.6615464666 0.143816643
## 1312    5  13  14  10.3603318 0.968619692   0 0.6975648587 0.141453054
## 1313    5  13  14  11.3793217 0.968084900   0 0.6863834101 0.149741370
## 1314    5  13  14  10.8613226 0.961867847   0 0.6757771805 0.151147218
## 1315    5  13  14  10.7526103 0.959765385   0 0.6969483897 0.147464187
## 1316    5  13  14  11.0087883 0.947909789   0 0.6876408773 0.150003642
## 1317    5  13  14  11.1372672 0.940638404   0 0.6826125385 0.157844475
## 1318    5  13  14  11.9080488 0.925287656   0 0.6322875216 0.115817148
## 1319    5  13  14  12.8401293 0.934066624   0 0.6946293126 0.131925480
## 1320    5  13  14  12.3117183 0.934281439   0 0.6674899382 0.132791768
## 1321    5  13  14  11.1104054 0.933862950   0 0.6698561314 0.116579585
## 1322    5  13  14  11.6217908 0.915944567   0 0.6861710960 0.144568055
## 1323    5  13  14  10.4722815 0.938272972   0 0.6674048041 0.150715207
## 1324    5  13  14  11.2849835 0.925588213   0 0.7087439235 0.154220524
## 1325    5  13  14  10.4702062 0.924676390   0 0.7016221513 0.146190497
## 1326    5  13  14  10.9463650 0.923872271   0 0.6900244063 0.151027996
## 1327    5  13  14  11.6817304 0.929482801   0 0.6721184304 0.140683444
## 1328    5  13  14  11.6858404 0.936829792   0 0.6750659350 0.142868502
## 1329    5  13  14  10.9483007 0.936339072   0 0.6686909220 0.148449514
## 1330    5  13  14  12.3277115 0.931605737   0 0.6788779927 0.135098683
## 1331    5  13  14  11.1477531 0.913882781   0 0.7035606643 0.124969805
## 1332    5  13  14  11.0887527 0.932754246   0 0.7250139801 0.132920466
## 1333    5  13  14  10.5643579 0.921477536   0 0.7099902095 0.155014410
## 1334    5  13  14  10.8272949 0.925248969   0 0.7288765989 0.141999143
## 1335    5  13  14  10.8903900 0.919253332   0 0.7321033241 0.142399372
## 1336    5  13  14  11.6372974 0.912329873   0 0.7555270877 0.138130092
## 1337    5  13  14  11.0094559 0.912148438   0 0.7743811712 0.134278222
## 1338    5  13  14  10.2377919 0.907668731   0 0.7908206596 0.135915123
## 1339    5  13  14   9.7808462 0.915156573   0 0.8028940327 0.134551824
## 1340    5  13  14  10.6012695 0.918197276   0 0.8154417216 0.135645445
## 1341    5  13  14   9.4664913 0.924382030   0 0.8297376943 0.133579653
## 1342    5  13  14   9.7526318 0.921939676   0 0.8146950731 0.135591841
## 1343    5  13  14  10.5579001 0.909261755   0 0.7964489904 0.136313957
## 1344    5  13  14  10.1641618 0.903860564   0 0.7826295362 0.138098316
## 1345    5  13  14  11.9988142 0.850861166   0 0.7273915985 0.138615302
## 1346    5  13  14  11.8193818 0.846352584   0 0.7285127068 0.144974372
## 1347    5  13  14  11.4583840 0.838892919   0 0.7112973610 0.126859965
## 1348    5  13  14  12.6226173 0.842705970   0 0.6777825945 0.136245914
## 1349    5  13  14  12.1326844 0.837761146   0 0.6762768029 0.133615910
## 1350    5  13  14  11.8844955 0.834802645   0 0.7290176721 0.122418571
## 1351    5  13  14  12.5543301 0.841088590   0 0.6993056430 0.122675829
## 1352    5  13  14  12.5543301 0.841088590   0 0.6993056430 0.122675829
## 1353    5  13  14   5.2480844 0.290082378   0 0.6046431349 0.580137536
## 1354    5  13  14   5.2480844 0.290082378   0 0.6046431349 0.580137536
## 1355    5  13  14   3.4332298 0.225471240   0 0.6001957704 0.578143988
## 1356    5  13  14   3.7506887 0.195181785   0 0.5679607867 0.600955320
## 1357    5  13  14   4.8412049 0.163064549   0 0.5630365306 0.553125405
## 1358    5  13  14   5.5727613 0.153550659   0 0.5675436935 0.497862815
## 1359    5  13  14   6.4610805 0.145941959   0 0.5553758026 0.454611981
## 1360    5  13  14   6.7890938 0.142948680   0 0.5580885901 0.430168490
## 1361    5  13  14   6.7210216 0.139918149   0 0.5433452917 0.446604428
## 1362    5  13  14   6.4628501 0.142146527   0 0.5463326829 0.455951005
## 1363    5  13  14   6.4330865 0.140377924   0 0.5463211011 0.454551342
## 1364    5  13  14   6.6484714 0.140358069   0 0.5164658805 0.440548735
## 1365    5  13  14   6.4566627 0.141927089   0 0.5609266152 0.442601107
## 1366    5  13  14   6.5596385 0.140956896   0 0.4867398221 0.446888577
## 1367    5  13  14   6.6158698 0.142135336   0 0.4620033544 0.442084362
## 1368    5  13  14   6.5798639 0.141138857   0 0.4403597912 0.446634599
## 1369    5  13  14   6.3016614 0.141304364   0 0.4249467701 0.474422926
## 1370    5  13  14   5.8547019 0.143022619   0 0.4236757835 0.497496792
## 1371    5  13  14   5.5035834 0.146695802   0 0.3999499054 0.525519693
## 1372    5  13  14   5.8326637 0.144999615   0 0.3968671107 0.494815685
## 1373    5  13  14   5.6833508 0.143521283   0 0.4405133769 0.500454507
## 1374    5  13  14   5.6697945 0.145183068   0 0.4684709232 0.491461304
## 1375    5  13  14   5.5900888 0.146150289   0 0.4454913262 0.493057419
## 1376    5  13  14   5.5942896 0.144308711   0 0.4340537125 0.503334872
## 1377    5  13  14   5.6344881 0.143322912   0 0.4290301936 0.498909165
## 1378    5  13  14   5.7658847 0.141189306   0 0.4372244069 0.497472725
## 1379    5  13  14   5.8162583 0.140570725   0 0.4440450938 0.491607074
## 1380    5  13  14   5.8039237 0.141262931   0 0.4433698217 0.493707033
## 1381    5  13  14   5.7070784 0.140630386   0 0.4591880947 0.498361385
## 1382    5  13  14   5.5582928 0.143555156   0 0.4832674174 0.495772634
## 1383    5  13  14   5.2442401 0.144350528   0 0.5174955163 0.514324199
## 1384    5  13  14   5.1820699 0.144008938   0 0.5195193304 0.518002515
## 1385    5  13  14   5.2289591 0.145082321   0 0.5166517986 0.515635521
## 1386    5  13  14   5.5106190 0.142579757   0 0.5072107636 0.498751917
## 1387    5  13  14   5.7042166 0.140042163   0 0.5093163338 0.485228140
## 1388    5  13  14   5.4885571 0.142192915   0 0.5048398908 0.496366488
## 1389    5  13  14   5.4549347 0.141459879   0 0.5134710855 0.495344252
## 1390    5  13  14   5.7387345 0.138564752   0 0.5003299127 0.490231551
## 1391    5  13  14   5.5975832 0.141365562   0 0.5009116164 0.487084235
## 1392    5  13  14   5.6362515 0.138298871   0 0.4877885224 0.500724461
## 1393    5  13  14   5.5914752 0.139109634   0 0.4689323296 0.505301210
## 1394    5  13  14   5.6249043 0.139552370   0 0.4956647643 0.492783560
## 1395    5  13  14   5.6091885 0.138008161   0 0.4925704801 0.500524804
## 1396    5  13  14   5.5839330 0.140112921   0 0.4800987427 0.498006387
## 1397    5  13  14   5.9267565 0.136476368   0 0.4701399538 0.483652352
## 1398    5  13  14   5.7664547 0.139193566   0 0.4913513429 0.481184304
## 1399    5  13  14   5.8038892 0.138918756   0 0.4877096139 0.478557909
## 1400    5  13  14   5.7609665 0.137811669   0 0.4700183360 0.489146435
## 1401    5  13  14   5.6967863 0.138475890   0 0.4879736295 0.490627479
## 1402    5  13  14   5.6927897 0.138209560   0 0.5124603134 0.484944580
## 1403    5  13  14   5.6614522 0.137825518   0 0.5246333222 0.488934812
## 1404    5  13  14   5.5289509 0.138368285   0 0.5392271311 0.499094848
## 1405    5  13  14   5.5289509 0.138368285   0 0.5392271311 0.499094848
## 1406    5  13  14   5.5388304 0.141756161   0 0.5379863376 0.501076222
## 1407    5  13  14   5.3353430 0.150090210   0 0.5334557671 0.499627661
## 1408    5  13  14   5.3812895 0.145408785   0 0.5351275794 0.502791752
## 1409    5  13  14   5.3191561 0.145453380   0 0.5276139974 0.512706016
## 1410    5  13  14   5.2250176 0.150981670   0 0.5179274520 0.504053530
## 1411    5  13  14   5.0424205 0.151007923   0 0.5381608020 0.525759015
## 1412    5  13  14   5.2197016 0.148510549   0 0.5403098162 0.512149124
## 1413    5  13  14   5.5547893 0.142352219   0 0.5507751432 0.497832408
## 1414    5  13  14   4.9407940 0.149136120   0 0.5361880651 0.536308859
## 1415    5  13  14   4.8200366 0.149251709   0 0.5830723009 0.538712537
## 1416    5  13  14   4.8346335 0.151610551   0 0.5625964463 0.531507758
## 1417    5  13  14   4.8312482 0.149389274   0 0.5410593378 0.538168182
## 1418    5  13  14   5.0156204 0.147562114   0 0.5086478166 0.532212908
## 1419    5  13  14   5.0529120 0.142713478   0 0.4961487731 0.544809610
## 1420    5  13  14   4.9996989 0.146451937   0 0.5074651547 0.536175010
## 1421    5  13  14   5.0612571 0.145750285   0 0.5005669178 0.531770691
## 1422    5  13  14   4.9179545 0.146930062   0 0.4981197078 0.541912438
## 1423    5  13  14   5.0612613 0.141544398   0 0.4993097577 0.545540534
## 1424    5  13  14   5.1111198 0.139779508   0 0.4941444204 0.540280360
## 1425    5  13  14   5.1188289 0.141434756   0 0.5175990828 0.537726468
## 1426    5  13  14   4.9429537 0.143492818   0 0.5164331079 0.542601974
## 1427    5  13  14   4.9391142 0.144326952   0 0.5258237057 0.539026467
## 1428    5  13  14   4.7463113 0.149027925   0 0.5297544358 0.542447063
## 1429    5  13  14   4.7910855 0.146109042   0 0.5417103867 0.546683556
## 1430    5  13  14   4.8181052 0.145095336   0 0.5586330923 0.544056054
## 1431    5  13  14   4.7760374 0.147145201   0 0.5751490705 0.539854646
## 1432    5  13  14   4.9151901 0.144528175   0 0.5921001318 0.526918803
## 1433    5  13  14   4.8985706 0.146804741   0 0.6013139081 0.521913458
## 1434    5  13  14   4.9411583 0.145631710   0 0.6035010379 0.519943848
## 1435    5  13  14   4.8432876 0.149776316   0 0.6162022138 0.514912120
## 1436    5  13  14   4.8819097 0.149974039   0 0.6046733612 0.514533338
## 1437    5  13  14   4.9663986 0.149496752   0 0.6110569461 0.503839202
## 1438    5  13  14   5.0437671 0.149532667   0 0.6008679303 0.498600519
## 1439    5  13  14   4.8550343 0.152600244   0 0.6225755502 0.507095816
## 1440    5  13  14   4.8358428 0.151115183   0 0.6246978978 0.510103841
## 1441    5  13  14   4.6831377 0.153550007   0 0.6393413425 0.517524308
## 1442    5  13  14   4.8034483 0.152877978   0 0.6559420496 0.502461378
## 1443    5  13  14   4.8020630 0.152159354   0 0.6527774507 0.504651639
## 1444    5  13  14   4.8888413 0.150927548   0 0.6775081906 0.491511182
## 1445    5  13  14   4.8402616 0.152151413   0 0.6940468059 0.492770340
## 1446    5  13  14   4.8137880 0.153676489   0 0.6992513988 0.489049765
## 1447    5  13  14   4.8173966 0.152793762   0 0.7096232749 0.491427928
## 1448    5  13  14   4.7849100 0.152865754   0 0.7167044274 0.490337237
## 1449    5  13  14   4.8218795 0.154947152   0 0.7213215820 0.482356918
## 1450    5  13  14   4.7599984 0.155094615   0 0.7234587395 0.483602025
## 1451    5  13  14   4.7283999 0.154751325   0 0.7296537805 0.488272241
## 1452    5  13  14   4.8349111 0.154982286   0 0.7295484849 0.477137695
## 1453    5  13  14   4.7551833 0.154601811   0 0.7407031461 0.485332847
## 1454    5  13  14   4.7847251 0.155146169   0 0.7393452143 0.483197075
## 1455    5  13  14   4.7787033 0.156206952   0 0.7379141208 0.483016640
## 1456    5  13  14   4.7787033 0.156206952   0 0.7379141208 0.483016640
## 1457    5  13  14   7.4173043 0.478820827   0 0.9575989717 0.081793183
## 1458    5  13  14   7.4173043 0.478820827   0 0.9575989717 0.081793183
## 1459    5  13  14   7.5713844 0.594744517   0 0.9472480841 0.107865132
## 1460    5  13  14   8.1894883 0.619910202   0 0.9505570596 0.105200099
## 1461    5  13  14  10.0496025 0.634199079   0 0.9480014613 0.144748274
## 1462    5  13  14  12.5391071 0.578736334   0 0.9475307846 0.185704040
## 1463    5  13  14  10.2099157 0.628245323   0 0.9554973488 0.215533849
## 1464    5  13  14   9.6719639 0.562035563   0 0.9536286697 0.221022894
## 1465    5  13  14  10.4991581 0.572764757   0 0.9628660273 0.245470989
## 1466    5  13  14  10.4404432 0.533820863   0 0.9516826709 0.156405647
## 1467    5  13  14   9.6891355 0.568080129   0 0.9595628503 0.233751206
## 1468    5  13  14   9.6456388 0.596115055   0 0.9722167620 0.254626717
## 1469    5  13  14  10.8097784 0.547418638   0 0.9780207606 0.235310312
## 1470    5  13  14  10.6509111 0.556331433   0 0.9796277937 0.235273001
## 1471    5  13  14  14.0621470 0.586403564   0 0.9790239890 0.168878734
## 1472    5  13  14  12.5886028 0.543646484   0 0.9781488329 0.149565513
## 1473    5  13  14  14.3829158 0.498570804   0 0.9763574683 0.161062495
## 1474    5  13  14  14.5515276 0.401033749   0 0.9749612457 0.172664930
## 1475    5  13  14  18.7156854 0.334254206   0 0.9774252819 0.177292733
## 1476    5  13  14  20.0298778 0.375846592   0 0.9752455770 0.169394432
## 1477    5  13  14  19.0175938 0.398705495   0 0.9725835188 0.173502240
## 1478    5  13  14  20.1112544 0.402804654   0 0.9657748109 0.130974546
## 1479    5  13  14  20.2071754 0.430516485   0 0.9610175521 0.150917472
## 1480    5  13  14  19.0752489 0.473837007   0 0.9666566197 0.112081673
## 1481    5  13  14  15.8564955 0.458964739   0 0.9697032610 0.123955744
## 1482    5  13  14  18.6736894 0.442491888   0 0.9689876458 0.139732567
## 1483    5  13  14  19.4494579 0.410911679   0 0.9638330763 0.153776835
## 1484    5  13  14  21.3687432 0.409952497   0 0.9638696913 0.141713513
## 1485    5  13  14  14.5319162 0.427992770   0 0.9657922002 0.124926946
## 1486    5  13  14  15.1032716 0.410343837   0 0.9633276774 0.161089201
## 1487    5  13  14  14.6074301 0.459353720   0 0.9699611527 0.169442949
## 1488    5  13  14  14.5846112 0.480549004   0 0.9674087537 0.152023869
## 1489    5  13  14  12.5600540 0.453186267   0 0.9688977809 0.163960681
## 1490    5  13  14  13.8209366 0.459005258   0 0.9616825797 0.182675361
## 1491    5  13  14  14.2651472 0.460520213   0 0.9540902569 0.173820447
## 1492    5  13  14  23.7973671 0.437703006   0 0.9327682878 0.141672974
## 1493    5  13  14  26.2584147 0.431392162   0 0.9073230904 0.132298951
## 1494    5  13  14  25.5451421 0.400997425   0 0.8997145659 0.126262647
## 1495    5  13  14  27.6514632 0.390253715   0 0.8938702307 0.099082026
## 1496    5  13  14  24.8504096 0.423425736   0 0.9060901194 0.086754370
## 1497    5  13  14  27.1027704 0.432596899   0 0.9094366306 0.090516369
## 1498    5  13  14  27.5653961 0.407208862   0 0.9124628018 0.081734197
## 1499    5  13  14  28.3979478 0.404885537   0 0.9230534895 0.063864863
## 1500    5  13  14  28.1270260 0.424870601   0 0.9301509424 0.060447331
## 1501    5  13  14  31.5203329 0.405520998   0 0.9344705990 0.067760819
## 1502    5  13  14  30.1242632 0.442279211   0 0.9348724739 0.065395288
## 1503    5  13  14  28.9996551 0.406530868   0 0.9315980854 0.064002135
## 1504    5  13  14  30.1407923 0.375795158   0 0.9319626303 0.057919711
## 1505    5  13  14  27.9045720 0.364528338   0 0.9361322406 0.067308091
## 1506    5  13  14  29.4946243 0.365706959   0 0.9337556145 0.076888470
## 1507    5  13  14  30.5414063 0.337283995   0 0.9302368318 0.080201049
## 1508    5  13  14  31.3850027 0.339255351   0 0.9356022570 0.076540067
## 1509    5  13  14  31.3850027 0.339255351   0 0.9356022570 0.076540067
## 1510    5  13  14  37.3522557 0.292972943   0 0.9447549717 0.069230731
## 1511    5  13  14  36.4480684 0.311629842   0 0.9377530285 0.073080774
## 1512    5  13  14  39.7280496 0.361583689   0 0.9472980236 0.087281711
## 1513    5  13  14  52.8845595 0.353308322   0 0.9362336670 0.075462515
## 1514    5  13  14  61.5396722 0.393815331   0 0.9281098358 0.074052949
## 1515    5  13  14  74.7877136 0.375498115   0 0.9308621699 0.078679412
## 1516    5  13  14  74.3649335 0.337986674   0 0.9501936069 0.094682111
## 1517    5  13  14  82.5665355 0.285281591   0 0.9374166530 0.104470956
## 1518    5  13  14  93.0840155 0.267093746   0 0.9249108773 0.109717881
## 1519    5  13  14 105.4161710 0.327678054   0 0.9190106059 0.146650565
## 1520    5  13  14 120.4737430 0.355916092   0 0.9005394541 0.107405544
## 1521    5  13  14  91.8967667 0.362897594   0 0.8893700636 0.162754912
## 1522    5  13  14  80.3356281 0.335962007   0 0.9093890052 0.115446834
## 1523    5  13  14 114.9357489 0.362351898   0 0.8935730550 0.100329636
## 1524    5  13  14 122.3557283 0.339226474   0 0.8912846655 0.087772170
## 1525    5  13  14 126.8121098 0.330566002   0 0.9121105081 0.089214615
## 1526    5  13  14 114.9455416 0.308163094   0 0.8888811460 0.084676023
## 1527    5  13  14 106.3960922 0.365695749   0 0.8940411407 0.079163259
## 1528    5  13  14 101.5784746 0.405456277   0 0.8708684276 0.071566427
## 1529    5  13  14 115.7560608 0.432167522   0 0.8397355461 0.081821083
## 1530    5  13  14 148.5840218 0.429162510   0 0.8507323210 0.055714926
## 1531    5  13  14 152.1558076 0.476276536   0 0.8609879977 0.061267109
## 1532    5  13  14 173.1954704 0.488598799   0 0.8360232504 0.059121716
## 1533    5  13  14 170.1882506 0.483512761   0 0.8448251111 0.061548701
## 1534    5  13  14 153.5876180 0.482177241   0 0.8304779163 0.062341154
## 1535    5  13  14 168.3762172 0.551472705   0 0.8267049144 0.058702535
## 1536    5  13  14 213.2876309 0.518305754   0 0.8273000552 0.058197085
## 1537    5  13  14 222.6642822 0.501690753   0 0.8280283550 0.058512572
## 1538    5  13  14 222.4421885 0.522693541   0 0.8301537302 0.069223877
## 1539    5  13  14 234.7773524 0.526961805   0 0.8032746873 0.081460749
## 1540    5  13  14 256.3361046 0.579386349   0 0.8010894133 0.070888365
## 1541    5  13  14 300.4762285 0.601824289   0 0.8138359606 0.073683668
## 1542    5  13  14 356.0739909 0.564568384   0 0.8150225020 0.074519609
## 1543    5  13  14 365.6945702 0.555921676   0 0.8134641320 0.074816166
## 1544    5  13  14 361.6059211 0.550049896   0 0.7856970282 0.067751833
## 1545    5  13  14 409.9616064 0.516696107   0 0.7742264134 0.055979930
## 1546    5  13  14 373.6398629 0.530706987   0 0.7877116434 0.063201894
## 1547    5  13  14 306.8826975 0.565246353   0 0.7765698077 0.060093202
## 1548    5  13  14 330.7654533 0.568202168   0 0.7841178737 0.059559535
## 1549    5  13  14 316.8996279 0.521144263   0 0.7827491233 0.057015899
## 1550    5  13  14 367.2774393 0.500614195   0 0.7885172155 0.060244108
## 1551    5  13  14 373.7067215 0.526233266   0 0.7612185571 0.064274682
## 1552    5  13  14 361.9445195 0.566788876   0 0.7322230966 0.064620779
## 1553    5  13  14 359.6539528 0.539326852   0 0.7073358832 0.070439036
## 1554    5  13  14 374.1004671 0.545822281   0 0.7266364585 0.066002075
## 1555    5  13  14 378.5271340 0.520559576   0 0.7605896042 0.060225348
## 1556    5  13  14 375.3658653 0.490174977   0 0.7619077542 0.065621086
## 1557    5  13  14 381.2621267 0.457365081   0 0.7657544210 0.074404899
## 1558    5  13  14 366.0363016 0.438599546   0 0.7769824077 0.085166885
## 1559    5  13  14 385.1613911 0.415478017   0 0.7627530717 0.084742048
## 1560    5  13  14 385.1613911 0.415478017   0 0.7627530717 0.084742048
## 1561    5  13  14   7.7986482 0.360960369   0 0.9071325294 0.668428356
## 1562    5  13  14   7.7986482 0.360960369   0 0.9071325294 0.668428356
## 1563    5  13  14   3.7746377 0.291341183   0 0.8907371677 0.651188472
## 1564    5  13  14   3.2256092 0.222786235   0 0.8813963936 0.631601378
## 1565    5  13  14   3.6366321 0.194551928   0 0.9090696655 0.613101912
## 1566    5  13  14   4.6499389 0.143531650   0 0.8452604534 0.639872701
## 1567    5  13  14   4.7287825 0.140300880   0 0.8535177243 0.638128830
## 1568    5  13  14   4.8995564 0.134470365   0 0.8692154189 0.637460813
## 1569    5  13  14   4.8047820 0.138717387   0 0.8710231243 0.616903559
## 1570    5  13  14   4.4884292 0.143904240   0 0.8788920720 0.628787444
## 1571    5  13  14   4.5986130 0.139743193   0 0.8711497424 0.633220145
## 1572    5  13  14   4.1787091 0.145202538   0 0.8790109275 0.663112672
## 1573    5  13  14   3.6665472 0.152946197   0 0.8714398256 0.731780957
## 1574    5  13  14   3.8396478 0.148616546   0 0.8924412347 0.702615429
## 1575    5  13  14   4.0564218 0.143909789   0 0.9092425016 0.683165385
## 1576    5  13  14   3.9756061 0.146306890   0 0.9067748056 0.690937377
## 1577    5  13  14   3.8844145 0.146950365   0 0.9122422323 0.692652255
## 1578    5  13  14   3.9901438 0.145618122   0 0.9231939769 0.676780670
## 1579    5  13  14   4.0191185 0.142915710   0 0.9313231877 0.678796524
## 1580    5  13  14   3.9077080 0.144741046   0 0.9292709303 0.690944307
## 1581    5  13  14   3.8552362 0.143240487   0 0.9258429757 0.705253857
## 1582    5  13  14   3.8821220 0.144543662   0 0.9268577201 0.694021228
## 1583    5  13  14   4.0441991 0.140314515   0 0.9232589987 0.683047783
## 1584    5  13  14   4.0504969 0.140461739   0 0.9229871523 0.685081407
## 1585    5  13  14   4.0860155 0.140178963   0 0.9249343083 0.684646000
## 1586    5  13  14   3.9915834 0.141948839   0 0.9275507952 0.691997638
## 1587    5  13  14   3.8957799 0.143139041   0 0.9284037870 0.698519878
## 1588    5  13  14   3.9299120 0.141149848   0 0.9326828501 0.701267405
## 1589    5  13  14   3.8740574 0.141174739   0 0.9329283917 0.711492144
## 1590    5  13  14   3.8487423 0.142436531   0 0.9353744348 0.710136274
## 1591    5  13  14   3.7044136 0.143806531   0 0.9442570882 0.722007425
## 1592    5  13  14   3.7342877 0.140182232   0 0.9505121207 0.736770779
## 1593    5  13  14   3.6565741 0.143253316   0 0.9453595921 0.735472690
## 1594    5  13  14   3.7118655 0.141477960   0 0.9535887872 0.742949398
## 1595    5  13  14   3.7183762 0.140210028   0 0.9534253922 0.741534916
## 1596    5  13  14   3.8098977 0.138203728   0 0.9471668571 0.737019948
## 1597    5  13  14   3.7469465 0.137553434   0 0.9489182443 0.752232180
## 1598    5  13  14   3.7412074 0.136346969   0 0.9470754279 0.760518803
## 1599    5  13  14   3.7771980 0.133973795   0 0.9492873099 0.760317862
## 1600    5  13  14   3.6102425 0.136683672   0 0.9500407149 0.778830545
## 1601    5  13  14   3.6883117 0.136688682   0 0.9513168221 0.769632868
## 1602    5  13  14   3.6320546 0.135365621   0 0.9502919629 0.783002195
## 1603    5  13  14   3.6440244 0.134401474   0 0.9483310154 0.781709690
## 1604    5  13  14   3.5817099 0.135923319   0 0.9488009720 0.782458734
## 1605    5  13  14   3.4459555 0.138807559   0 0.9523004595 0.797544128
## 1606    5  13  14   3.5488017 0.136378679   0 0.9550223480 0.780824107
## 1607    5  13  14   3.5938326 0.135283817   0 0.9537620315 0.777739931
## 1608    5  13  14   3.5523760 0.136162267   0 0.9539916445 0.779514099
## 1609    5  13  14   3.5562199 0.137084671   0 0.9540090145 0.776782612
## 1610    5  13  14   3.4730029 0.136485156   0 0.9520529092 0.792546546
## 1611    5  13  14   3.4291949 0.138094582   0 0.9518214191 0.795204860
## 1612    5  13  14   3.4524970 0.135960299   0 0.9499780899 0.803056013
## 1613    5  13  14   3.4524970 0.135960299   0 0.9499780899 0.803056013
## 1614    5  13  14   3.4811591 0.138974823   0 0.9507669141 0.800893666
## 1615    5  13  14   3.4022196 0.142402348   0 0.9510297092 0.802187100
## 1616    5  13  14   3.3171558 0.146837724   0 0.9503254302 0.802882124
## 1617    5  13  14   3.3403802 0.145990340   0 0.9506183219 0.799241500
## 1618    5  13  14   3.3484045 0.143781457   0 0.9564954405 0.807439000
## 1619    5  13  14   3.3238576 0.144706480   0 0.9591620810 0.812926310
## 1620    5  13  14   3.2380182 0.146858837   0 0.9613783997 0.820204525
## 1621    5  13  14   3.3094382 0.142299753   0 0.9576081452 0.823139318
## 1622    5  13  14   3.2360591 0.144741802   0 0.9577403515 0.824870948
## 1623    5  13  14   3.2589997 0.145013475   0 0.9597362551 0.831229060
## 1624    5  13  14   3.1840692 0.146887873   0 0.9584068924 0.839271879
## 1625    5  13  14   3.3122349 0.146089952   0 0.9467284119 0.808008517
## 1626    5  13  14   3.3029329 0.146570391   0 0.9383735918 0.799819563
## 1627    5  13  14   3.4068301 0.142857302   0 0.9348081276 0.801103345
## 1628    5  13  14   3.3811950 0.143544360   0 0.9325254435 0.794960275
## 1629    5  13  14   3.5077769 0.141096517   0 0.9333268043 0.776401245
## 1630    5  13  14   3.4781503 0.142451665   0 0.9319984610 0.771915547
## 1631    5  13  14   3.4190656 0.143182663   0 0.9279305278 0.782762257
## 1632    5  13  14   3.5189281 0.140971937   0 0.9263950414 0.771886332
## 1633    5  13  14   3.5202850 0.140221846   0 0.9242040045 0.783829333
## 1634    5  13  14   3.4106168 0.144221097   0 0.9172690746 0.790221360
## 1635    5  13  14   3.4032894 0.142767390   0 0.9112536978 0.794660075
## 1636    5  13  14   3.4365054 0.142080868   0 0.9193870450 0.793940378
## 1637    5  13  14   3.5448069 0.140402102   0 0.9028430102 0.787331248
## 1638    5  13  14   3.3774664 0.143067456   0 0.9185861083 0.809226477
## 1639    5  13  14   3.2992812 0.142883884   0 0.9268410303 0.817190218
## 1640    5  13  14   3.2484941 0.144519434   0 0.9227220270 0.823922544
## 1641    5  13  14   3.2174281 0.145207710   0 0.9306645675 0.818765608
## 1642    5  13  14   3.2157510 0.145396621   0 0.9316082024 0.816915008
## 1643    5  13  14   3.2108407 0.145632468   0 0.9358580853 0.815940075
## 1644    5  13  14   3.1910461 0.145012472   0 0.9431114821 0.815347947
## 1645    5  13  14   3.1429519 0.146376055   0 0.9406003779 0.825124080
## 1646    5  13  14   3.1731622 0.144434942   0 0.9409869303 0.825065526
## 1647    5  13  14   3.2183013 0.142902654   0 0.9458655413 0.822451840
## 1648    5  13  14   3.2371713 0.143981916   0 0.9433581474 0.813812997
## 1649    5  13  14   3.2048575 0.145477536   0 0.9353260884 0.818198879
## 1650    5  13  14   3.2096237 0.147117573   0 0.9297612888 0.809438867
## 1651    5  13  14   3.2122706 0.144874596   0 0.9281734227 0.813820093
## 1652    5  13  14   3.2359806 0.143126883   0 0.9320803019 0.816589165
## 1653    5  13  14   3.2336575 0.144168175   0 0.9275906538 0.810819511
## 1654    5  13  14   3.2062232 0.144500849   0 0.9268636253 0.815793974
## 1655    5  13  14   3.2143343 0.144339751   0 0.9270169420 0.812092328
## 1656    5  13  14   3.2191360 0.145514022   0 0.9305437826 0.807446784
## 1657    5  13  14   3.2301393 0.144809364   0 0.9325011282 0.804188729
## 1658    5  13  14   3.2723320 0.141902425   0 0.9340667843 0.808726036
## 1659    5  13  14   3.2340201 0.143646875   0 0.9383403918 0.806825302
## 1660    5  13  14   3.2400171 0.143958780   0 0.9381013667 0.804504067
## 1661    5  13  14   3.2391174 0.143543669   0 0.9407300958 0.808872892
## 1662    5  13  14   3.2601919 0.142530114   0 0.9435068408 0.806227408
## 1663    5  13  14   3.1975241 0.144088412   0 0.9445273656 0.813584966
## 1664    5  13  14   3.1975241 0.144088412   0 0.9445273656 0.813584966
## 1665    5  13  14   5.1262480 0.804743888   0 0.8567716960 0.753391113
## 1666    5  13  14   5.1262480 0.804743888   0 0.8567716960 0.753391113
## 1667    5  13  14   5.1089315 0.831478054   0 0.8197747497 0.752867352
## 1668    5  13  14   3.7040152 0.815315124   0 0.8196443267 0.733953059
## 1669    5  13  14   2.2011860 0.799977953   0 0.8180704097 0.746296171
## 1670    5  13  14   1.4991711 0.720523507   0 0.8577467605 0.691997382
## 1671    5  13  14   1.6309426 0.703665509   0 0.8764184248 0.659102640
## 1672    5  13  14   1.5384866 0.619232082   0 0.8976234698 0.710020804
## 1673    5  13  14   1.4863926 0.489932524   0 0.8989262632 0.668617553
## 1674    5  13  14   2.1951784 0.362937528   0 0.9003440315 0.627139121
## 1675    5  13  14   2.1260515 0.261574801   0 0.9049168848 0.730003862
## 1676    5  13  14   1.9999645 0.278099498   0 0.9007765800 0.740473423
## 1677    5  13  14   2.3165751 0.228836533   0 0.8802266837 0.758925475
## 1678    5  13  14   2.5579085 0.208614365   0 0.8798257090 0.756474763
## 1679    5  13  14   2.5206008 0.211291161   0 0.8809866639 0.758366771
## 1680    5  13  14   2.6885918 0.203916305   0 0.8771553486 0.732478335
## 1681    5  13  14   2.6007339 0.203763551   0 0.8911203588 0.736842681
## 1682    5  13  14   2.8078112 0.201757960   0 0.8890001251 0.682011513
## 1683    5  13  14   3.2294311 0.186364962   0 0.8808938753 0.637399592
## 1684    5  13  14   3.4201814 0.180475384   0 0.8866968440 0.620292601
## 1685    5  13  14   3.5078486 0.176368481   0 0.8816377625 0.620241886
## 1686    5  13  14   3.4426530 0.178717089   0 0.8912958378 0.621074126
## 1687    5  13  14   3.3447478 0.179983398   0 0.8915501883 0.630764440
## 1688    5  13  14   3.4154426 0.177956247   0 0.9029269093 0.636171799
## 1689    5  13  14   3.3252603 0.180566832   0 0.9119379311 0.631987330
## 1690    5  13  14   3.5380759 0.171008981   0 0.9078937526 0.638523610
## 1691    5  13  14   3.4191156 0.178675419   0 0.9192481594 0.633400626
## 1692    5  13  14   3.4008956 0.179205528   0 0.9293028986 0.636845323
## 1693    5  13  14   3.3223134 0.180973757   0 0.9405107015 0.640976664
## 1694    5  13  14   3.4033830 0.177279662   0 0.9336993425 0.628159945
## 1695    5  13  14   3.4563597 0.175806574   0 0.9269984725 0.623225895
## 1696    5  13  14   3.4849396 0.175975435   0 0.9297116097 0.615364256
## 1697    5  13  14   3.4830547 0.176947212   0 0.9308514170 0.614846059
## 1698    5  13  14   3.4703055 0.176432461   0 0.9208007775 0.611097107
## 1699    5  13  14   3.3417825 0.178244710   0 0.9214722596 0.627978781
## 1700    5  13  14   3.3677963 0.180505931   0 0.9220910303 0.619447459
## 1701    5  13  14   3.7400048 0.169710326   0 0.9122722833 0.601115546
## 1702    5  13  14   3.7458806 0.170859202   0 0.9232665635 0.588786675
## 1703    5  13  14   3.8812191 0.169920097   0 0.9073849125 0.576394200
## 1704    5  13  14   3.8874092 0.169945570   0 0.8974982016 0.575278157
## 1705    5  13  14   3.9217449 0.172260065   0 0.8819993273 0.555243723
## 1706    5  13  14   3.9737405 0.169520127   0 0.8893717047 0.559881629
## 1707    5  13  14   4.0020743 0.168343022   0 0.8914791480 0.558785751
## 1708    5  13  14   3.6504283 0.175688549   0 0.8892939417 0.588314725
## 1709    5  13  14   3.6342465 0.175244202   0 0.8916093308 0.595914301
## 1710    5  13  14   3.3283068 0.180042076   0 0.8791344004 0.636156001
## 1711    5  13  14   3.1526688 0.186097050   0 0.8816786171 0.648674722
## 1712    5  13  14   3.2039622 0.186776594   0 0.8799221051 0.633319281
## 1713    5  13  14   3.1138347 0.189538748   0 0.8777479425 0.637979146
## 1714    5  13  14   3.0251586 0.190976057   0 0.8823873045 0.655742466
## 1715    5  13  14   2.9948598 0.191297499   0 0.8820242977 0.655822200
## 1716    5  13  14   3.2627659 0.183989387   0 0.8952662784 0.615410068
## 1717    5  13  14   3.2627659 0.183989387   0 0.8952662784 0.615410068
## 1718    5  13  14   3.3690816 0.183159215   0 0.8951077481 0.616544860
## 1719    5  13  14   3.1640476 0.197591563   0 0.8996739477 0.604065581
## 1720    5  13  14   3.3271355 0.191250719   0 0.9012729370 0.595683977
## 1721    5  13  14   3.1933288 0.193822568   0 0.9079623739 0.610591666
## 1722    5  13  14   3.3379630 0.188365637   0 0.9092379300 0.589034192
## 1723    5  13  14   3.3118745 0.190621470   0 0.9059376352 0.594115178
## 1724    5  13  14   3.3706102 0.191160302   0 0.9067692746 0.568991037
## 1725    5  13  14   3.7009661 0.183926321   0 0.9137305168 0.535936522
## 1726    5  13  14   3.5039663 0.187506691   0 0.9088177968 0.572983770
## 1727    5  13  14   2.9237319 0.205507825   0 0.9009421025 0.621077520
## 1728    5  13  14   3.1940303 0.192096235   0 0.9104460364 0.594455835
## 1729    5  13  14   3.4104306 0.188015211   0 0.9207075274 0.567702811
## 1730    5  13  14   3.1053909 0.200574541   0 0.9357143967 0.579151465
## 1731    5  13  14   3.2961730 0.185567925   0 0.9395955771 0.584001003
## 1732    5  13  14   3.1439369 0.188472861   0 0.9249268604 0.614943608
## 1733    5  13  14   3.2477561 0.189315919   0 0.9373026872 0.582987102
## 1734    5  13  14   3.4832223 0.185586525   0 0.9443668311 0.553077087
## 1735    5  13  14   3.3759087 0.193065772   0 0.9486650241 0.542667111
## 1736    5  13  14   3.4036713 0.189689542   0 0.9536659425 0.544501502
## 1737    5  13  14   3.7924467 0.178980559   0 0.9552975980 0.510691962
## 1738    5  13  14   4.1529639 0.173244726   0 0.9418039417 0.485283920
## 1739    5  13  14   4.1039846 0.171446617   0 0.9441862730 0.498546371
## 1740    5  13  14   3.7428122 0.179776089   0 0.9508449716 0.519838068
## 1741    5  13  14   3.8829893 0.180426095   0 0.9452146111 0.497518532
## 1742    5  13  14   3.6808982 0.177680508   0 0.9492947693 0.536980261
## 1743    5  13  14   3.6685653 0.182460690   0 0.9405984897 0.523792098
## 1744    5  13  14   3.4243452 0.185690532   0 0.9188433592 0.561373116
## 1745    5  13  14   3.1443907 0.194504601   0 0.9129092856 0.582653909
## 1746    5  13  14   3.1795430 0.194999970   0 0.9103044960 0.576922972
## 1747    5  13  14   3.4785166 0.184746287   0 0.9121666513 0.556026999
## 1748    5  13  14   3.6383945 0.179785996   0 0.9155720133 0.541071784
## 1749    5  13  14   3.8109230 0.176993694   0 0.9215155806 0.525793689
## 1750    5  13  14   3.8937759 0.178430564   0 0.9156363766 0.501487116
## 1751    5  13  14   3.6396115 0.180386535   0 0.9140410958 0.539963165
## 1752    5  13  14   3.8432200 0.176627869   0 0.9155753063 0.518416364
## 1753    5  13  14   4.0958588 0.171720877   0 0.9159169279 0.496973769
## 1754    5  13  14   4.1814385 0.169419656   0 0.9181542093 0.491309717
## 1755    5  13  14   4.1237838 0.172945548   0 0.9184533238 0.482945443
## 1756    5  13  14   4.1684629 0.172271686   0 0.9244414146 0.473430427
## 1757    5  13  14   4.2472999 0.169724616   0 0.9244776914 0.477894559
## 1758    5  13  14   4.3179192 0.169098105   0 0.9280969145 0.470419380
## 1759    5  13  14   4.2175355 0.171320302   0 0.9275201412 0.474670525
## 1760    5  13  14   4.1760913 0.169880044   0 0.9326014328 0.481997398
## 1761    5  13  14   4.0964591 0.170581840   0 0.9291340774 0.497471625
## 1762    5  13  14   4.3115282 0.166754797   0 0.9337943934 0.473666051
## 1763    5  13  14   4.2441183 0.168830652   0 0.9352039011 0.474731862
## 1764    5  13  14   4.2084360 0.168992740   0 0.9290514486 0.482373174
## 1765    5  13  14   4.1544086 0.170787577   0 0.9326837628 0.482122019
## 1766    5  13  14   4.2770754 0.167927782   0 0.9293424850 0.482072060
## 1767    5  13  14   4.2252448 0.167605507   0 0.9326537700 0.489254438
## 1768    5  13  14   4.2252448 0.167605507   0 0.9326537700 0.489254438
## 1769    5  13  14   7.8325275 0.363147307   0 0.6311473202 0.347249407
## 1770    5  13  14   7.8325275 0.363147307   0 0.6311473202 0.347249407
## 1771    5  13  14   4.2412303 0.322902151   0 0.6488449550 0.253033538
## 1772    5  13  14   5.1973766 0.310386885   0 0.6115034573 0.279254897
## 1773    5  13  14   5.5257272 0.248395831   0 0.6688085437 0.280361733
## 1774    5  13  14   7.2770202 0.194114073   0 0.6350557218 0.273756258
## 1775    5  13  14   8.6142475 0.156664497   0 0.6700869466 0.293579404
## 1776    5  13  14   9.3778489 0.156862963   0 0.5720374119 0.274043605
## 1777    5  13  14  10.1387762 0.148172387   0 0.5387821139 0.265151771
## 1778    5  13  14   9.4775230 0.150071190   0 0.5640163408 0.282890249
## 1779    5  13  14   8.8443604 0.152031386   0 0.5617585916 0.296408985
## 1780    5  13  14   8.6676518 0.152336823   0 0.5419704406 0.304617251
## 1781    5  13  14   8.3245345 0.155091318   0 0.5381878015 0.312502282
## 1782    5  13  14   7.9207124 0.154865269   0 0.5507023619 0.327964461
## 1783    5  13  14   7.2379272 0.159095411   0 0.5630578709 0.348829936
## 1784    5  13  14   7.4044345 0.156893162   0 0.5519950761 0.347576290
## 1785    5  13  14   7.2868355 0.156587663   0 0.5421292626 0.355656999
## 1786    5  13  14   7.1651942 0.158672786   0 0.5179502398 0.357028452
## 1787    5  13  14   7.4900122 0.155477163   0 0.5042227518 0.345588929
## 1788    5  13  14   7.5377032 0.155376345   0 0.5190783309 0.344204776
## 1789    5  13  14   7.5016660 0.158352201   0 0.5526060180 0.335289929
## 1790    5  13  14   7.8708065 0.155555241   0 0.5438483974 0.326592805
## 1791    5  13  14   7.7082662 0.156751522   0 0.5280487568 0.332092326
## 1792    5  13  14   8.1720332 0.151901525   0 0.4833088305 0.328784204
## 1793    5  13  14   8.0753862 0.153689818   0 0.4651785409 0.332095552
## 1794    5  13  14   8.1956974 0.154364674   0 0.4813426347 0.325402632
## 1795    5  13  14   7.9340506 0.155672377   0 0.4919103665 0.328315037
## 1796    5  13  14   7.7841718 0.154271815   0 0.4751762246 0.339349891
## 1797    5  13  14   7.7672163 0.153640538   0 0.4633495396 0.342256558
## 1798    5  13  14   7.7536813 0.156164962   0 0.4775529656 0.332917435
## 1799    5  13  14   8.2574336 0.151776391   0 0.4929993518 0.320021567
## 1800    5  13  14   7.9809224 0.152690575   0 0.4618196413 0.329666905
## 1801    5  13  14   7.8873605 0.155321569   0 0.4671482513 0.330400682
## 1802    5  13  14   8.1219023 0.151762535   0 0.4673466608 0.328472626
## 1803    5  13  14   8.0167330 0.152012380   0 0.4230897586 0.336946317
## 1804    5  13  14   7.9997417 0.150747895   0 0.4131072047 0.342244049
## 1805    5  13  14   7.6533030 0.156435227   0 0.4221483479 0.344307808
## 1806    5  13  14   7.5472051 0.156003801   0 0.4444707240 0.349628317
## 1807    5  13  14   7.2366263 0.159203449   0 0.4699361551 0.351267199
## 1808    5  13  14   7.3543096 0.158450941   0 0.4691148858 0.345974824
## 1809    5  13  14   7.0880171 0.159302768   0 0.4939590922 0.347743568
## 1810    5  13  14   7.0126013 0.162993073   0 0.4753910684 0.344922324
## 1811    5  13  14   7.4684092 0.154754916   0 0.4559438050 0.341782104
## 1812    5  13  14   7.4353601 0.154814837   0 0.4384607552 0.347518261
## 1813    5  13  14   7.4444971 0.155419414   0 0.4410338964 0.343915823
## 1814    5  13  14   7.2396362 0.158794037   0 0.4579729518 0.341106800
## 1815    5  13  14   7.5051508 0.153679292   0 0.4460560738 0.340705769
## 1816    5  13  14   7.5770477 0.152334403   0 0.4462902967 0.340422096
## 1817    5  13  14   7.1238413 0.158007968   0 0.4925665836 0.345494633
## 1818    5  13  14   6.8602295 0.161268283   0 0.5270784529 0.343931948
## 1819    5  13  14   6.9183914 0.161516441   0 0.5434228459 0.339249001
## 1820    5  13  14   6.9168078 0.160840769   0 0.5458369245 0.340325530
## 1821    5  13  14   6.9168078 0.160840769   0 0.5458369245 0.340325530
## 1822    5  13  14   6.8856455 0.165291825   0 0.5449811945 0.342537812
## 1823    5  13  14   6.7029497 0.171983449   0 0.5485362512 0.337385938
## 1824    5  13  14   7.6456527 0.163384202   0 0.5282141907 0.311257150
## 1825    5  13  14   7.3641690 0.166554113   0 0.5303613681 0.316528876
## 1826    5  13  14   6.9796893 0.171886248   0 0.5373451223 0.323255373
## 1827    5  13  14   7.0209035 0.167934985   0 0.5368390550 0.333208263
## 1828    5  13  14   7.0428798 0.167207228   0 0.5238111056 0.331865644
## 1829    5  13  14   7.1883957 0.167093240   0 0.5210519041 0.324294926
## 1830    5  13  14   7.2327062 0.163375158   0 0.5158189316 0.329952850
## 1831    5  13  14   6.8303752 0.171771978   0 0.5213841056 0.334688012
## 1832    5  13  14   6.6880218 0.174807414   0 0.5143692079 0.328145338
## 1833    5  13  14   6.8984150 0.170443823   0 0.5270788052 0.328910580
## 1834    5  13  14   7.0590826 0.169938798   0 0.5672699122 0.316892536
## 1835    5  13  14   6.7555880 0.174154141   0 0.5784901185 0.318136752
## 1836    5  13  14   6.6650324 0.173321799   0 0.6021440216 0.322537571
## 1837    5  13  14   6.3678557 0.178985360   0 0.6239752937 0.320763904
## 1838    5  13  14   6.2376376 0.180384791   0 0.6411683663 0.324166716
## 1839    5  13  14   6.2989303 0.177974544   0 0.6582248410 0.321452361
## 1840    5  13  14   6.2339166 0.177516011   0 0.6693949249 0.325869475
## 1841    5  13  14   6.2686880 0.182389033   0 0.6646032259 0.314490894
## 1842    5  13  14   6.5143992 0.176133257   0 0.6561572686 0.312517435
## 1843    5  13  14   6.2608706 0.178458777   0 0.6685349194 0.325049325
## 1844    5  13  14   6.0676936 0.181268202   0 0.6618355146 0.328976753
## 1845    5  13  14   6.3395039 0.175928401   0 0.6631344024 0.323410266
## 1846    5  13  14   6.1727565 0.178991763   0 0.6629805624 0.323381967
## 1847    5  13  14   6.1857899 0.179512098   0 0.6791528844 0.322795350
## 1848    5  13  14   6.0684370 0.181757974   0 0.7016589838 0.319808626
## 1849    5  13  14   5.6238127 0.190949928   0 0.7150421753 0.327749073
## 1850    5  13  14   5.9222812 0.185779941   0 0.7136847981 0.316681085
## 1851    5  13  14   5.8890114 0.186068033   0 0.7214123411 0.314110994
## 1852    5  13  14   5.9358689 0.188084091   0 0.7284190578 0.303212044
## 1853    5  13  14   6.1229295 0.184636932   0 0.7363244371 0.296624599
## 1854    5  13  14   6.0569574 0.182627629   0 0.7328710988 0.307794284
## 1855    5  13  14   6.3385462 0.178758646   0 0.7315869141 0.299794104
## 1856    5  13  14   6.2672520 0.180525521   0 0.7304809626 0.299359610
## 1857    5  13  14   6.7786962 0.178306491   0 0.7073701336 0.283160875
## 1858    5  13  14   6.7642584 0.177378340   0 0.7275587790 0.283029776
## 1859    5  13  14   6.3694438 0.181167697   0 0.7472960527 0.292729343
## 1860    5  13  14   6.5017863 0.181254674   0 0.7595533434 0.285790025
## 1861    5  13  14   6.4634876 0.179426808   0 0.7526581421 0.287762141
## 1862    5  13  14   6.5238907 0.179105505   0 0.7632890135 0.283621457
## 1863    5  13  14   6.7447739 0.177489703   0 0.7623266315 0.273040981
## 1864    5  13  14   6.6381423 0.179666245   0 0.7783629145 0.272071497
## 1865    5  13  14   6.3440335 0.182747974   0 0.7918999775 0.276937565
## 1866    5  13  14   6.3965050 0.181324006   0 0.7913491007 0.277631206
## 1867    5  13  14   6.3637208 0.181883810   0 0.7945667388 0.275086657
## 1868    5  13  14   6.2267105 0.183227315   0 0.7936659235 0.281517553
## 1869    5  13  14   6.2473144 0.182026844   0 0.7901406487 0.283619713
## 1870    5  13  14   6.2520868 0.180737382   0 0.7914964006 0.286209731
## 1871    5  13  14   6.0647934 0.182303214   0 0.7918401737 0.294388925
## 1872    5  13  14   6.0647934 0.182303214   0 0.7918401737 0.294388925
## 1873    5  13  14   5.6582728 0.804830756   0 0.0084162058 0.184274282
## 1874    5  13  14   5.6582728 0.804830756   0 0.0084162058 0.184274282
## 1875    5  13  14   6.7201144 0.792840209   0 0.0079618954 0.288605127
## 1876    5  13  14   9.6926482 0.762803621   0 0.0062184413 0.305861348
## 1877    5  13  14  10.8618262 0.779792155   0 0.0060168501 0.293387921
## 1878    5  13  14   9.9780293 0.737978541   0 0.0052340783 0.261987474
## 1879    5  13  14   8.8477078 0.694708604   0 0.0061267169 0.299673383
## 1880    5  13  14   9.3264514 0.675487650   0 0.0062467966 0.342061995
## 1881    5  13  14  10.1686535 0.612896230   0 0.0073949684 0.341209919
## 1882    5  13  14  17.8145474 0.746764208   0 0.0042474745 0.310925673
## 1883    5  13  14  22.5989259 0.765686248   0 0.0040273424 0.280700355
## 1884    5  13  14  26.3645694 0.705808374   0 0.0036182686 0.280508119
## 1885    5  13  14  27.2564721 0.668393788   0 0.0036841897 0.263422861
## 1886    5  13  14  25.3098932 0.736152963   0 0.0047570295 0.259672807
## 1887    5  13  14  30.4679877 0.672316224   0 0.0038791999 0.250205387
## 1888    5  13  14  35.1021113 0.667313660   0 0.0032900917 0.218956924
## 1889    5  13  14  36.6360201 0.635266710   0 0.0030101011 0.232702519
## 1890    5  13  14  37.6596399 0.571180875   0 0.0027599746 0.229732418
## 1891    5  13  14  42.3467081 0.546214983   0 0.0033220998 0.220868896
## 1892    5  13  14  41.3212445 0.561740790   0 0.0038669055 0.200681857
## 1893    5  13  14  46.8597837 0.462561743   0 0.0030366276 0.201606372
## 1894    5  13  14  51.2691591 0.464038549   0 0.0027643763 0.188900679
## 1895    5  13  14  52.2814596 0.447811086   0 0.0032415228 0.182022512
## 1896    5  13  14  61.4251646 0.418930515   0 0.0029679957 0.168615242
## 1897    5  13  14  57.6919845 0.371496559   0 0.0034564485 0.175091335
## 1898    5  13  14  67.7722314 0.325786987   0 0.0040929146 0.190113755
## 1899    5  13  14  65.0295569 0.320885110   0 0.0043847665 0.172828890
## 1900    5  13  14  84.1902840 0.223740817   0 0.0050557105 0.182535451
## 1901    5  13  14  95.2665790 0.184447769   0 0.0050208998 0.168866302
## 1902    5  13  14  99.1420241 0.168831418   0 0.0051654631 0.161952801
## 1903    5  13  14 103.9021678 0.161764863   0 0.0041529792 0.151363149
## 1904    5  13  14 104.1519635 0.154725218   0 0.0041466200 0.146713374
## 1905    5  13  14 111.4667722 0.139388720   0 0.0033371627 0.138912879
## 1906    5  13  14 121.6083600 0.123965957   0 0.0033639288 0.138350319
## 1907    5  13  14 118.4871746 0.106086343   0 0.0028950784 0.137265279
## 1908    5  13  14 127.0897922 0.089567825   0 0.0033593260 0.129214098
## 1909    5  13  14 136.5277739 0.090159529   0 0.0035022883 0.121573285
## 1910    5  13  14 133.1446264 0.084713808   0 0.0034670776 0.117289981
## 1911    5  13  14 125.4560728 0.062511288   0 0.0034829899 0.122868683
## 1912    5  13  14 118.6050492 0.057780696   0 0.0032417428 0.119942157
## 1913    5  13  14 119.8109405 0.049544733   0 0.0033924878 0.126712193
## 1914    5  13  14 116.0278053 0.044700783   0 0.0031706021 0.121230563
## 1915    5  13  14 115.7810198 0.041251403   0 0.0028053607 0.131629242
## 1916    5  13  14 114.8445447 0.039934460   0 0.0027283881 0.135947067
## 1917    5  13  14 110.5101622 0.042312641   0 0.0024855285 0.132492655
## 1918    5  13  14 108.7813474 0.045289047   0 0.0021442200 0.128237945
## 1919    5  13  14 100.0310514 0.045770271   0 0.0019212445 0.130180914
## 1920    5  13  14  98.4530421 0.045221039   0 0.0020290629 0.132107955
## 1921    5  13  14  99.0583812 0.044452840   0 0.0019412840 0.134351167
## 1922    5  13  14 101.5484450 0.045729779   0 0.0021583177 0.129597105
## 1923    5  13  14 105.5393907 0.046563195   0 0.0023895047 0.124970467
## 1924    5  13  14 112.5933691 0.045964675   0 0.0028760429 0.122493358
## 1925    5  13  14 112.5933691 0.045964675   0 0.0028760429 0.122493358
## 1926    5  13  14 106.0738097 0.048200583   0 0.0029149176 0.124206120
## 1927    5  13  14  95.6977329 0.049716553   0 0.0028068056 0.129396627
## 1928    5  13  14  96.4350883 0.050813759   0 0.0024713071 0.125179246
## 1929    5  13  14  99.9400860 0.049550322   0 0.0024849884 0.123977714
## 1930    5  13  14 103.5513962 0.049152863   0 0.0023792780 0.122145169
## 1931    5  13  14 106.1569430 0.049845985   0 0.0025765393 0.121248189
## 1932    5  13  14  95.5767317 0.055226843   0 0.0027652510 0.115889957
## 1933    5  13  14  96.2966838 0.055584298   0 0.0025931418 0.117684614
## 1934    5  13  14  92.1681111 0.052060496   0 0.0024291299 0.128551560
## 1935    5  13  14  98.3644939 0.048557260   0 0.0023139231 0.127275020
## 1936    5  13  14  93.7997358 0.054036455   0 0.0021863792 0.121742887
## 1937    5  13  14  97.0229095 0.051206776   0 0.0021188014 0.123390735
## 1938    5  13  14 104.4355345 0.050397614   0 0.0024611408 0.117174028
## 1939    5  13  14  98.8883714 0.053235353   0 0.0027036092 0.118360005
## 1940    5  13  14 100.3346450 0.052131989   0 0.0027029749 0.118791745
## 1941    5  13  14 109.1032449 0.051800623   0 0.0021778486 0.112359659
## 1942    5  13  14 109.3216901 0.050379796   0 0.0019536512 0.114841674
## 1943    5  13  14 101.2570896 0.051176817   0 0.0032088774 0.117426128
## 1944    5  13  14  93.5583328 0.054383534   0 0.0034085533 0.118431151
## 1945    5  13  14  98.6428824 0.051693049   0 0.0035346911 0.118958920
## 1946    5  13  14  91.1311907 0.054329550   0 0.0034578839 0.120227409
## 1947    5  13  14  97.6212813 0.053800286   0 0.0032322007 0.116518973
## 1948    5  13  14  96.2495680 0.053445523   0 0.0032339406 0.118156344
## 1949    5  13  14  90.1645596 0.055196057   0 0.0032742303 0.120811084
## 1950    5  13  14 102.8471902 0.054847111   0 0.0034200535 0.111838714
## 1951    5  13  14  95.0968620 0.055931006   0 0.0035540208 0.116675372
## 1952    5  13  14  94.5718163 0.053543488   0 0.0034188477 0.121514666
## 1953    5  13  14 100.3737513 0.053585359   0 0.0034480760 0.117607635
## 1954    5  13  14  94.5105559 0.055235301   0 0.0037274102 0.119153607
## 1955    5  13  14  98.2950923 0.054940679   0 0.0037490643 0.120162254
## 1956    5  13  14 108.3967915 0.053434150   0 0.0040693652 0.113562757
## 1957    5  13  14 109.2602021 0.051318322   0 0.0043852271 0.117107000
## 1958    5  13  14 104.1361379 0.053412146   0 0.0045341157 0.116515186
## 1959    5  13  14 102.6399714 0.054013384   0 0.0046437245 0.118580175
## 1960    5  13  14 106.0279126 0.052710960   0 0.0039815375 0.116625671
## 1961    5  13  14 107.1891406 0.050620297   0 0.0038699056 0.118795973
## 1962    5  13  14 102.3676511 0.051976048   0 0.0038495427 0.120484845
## 1963    5  13  14 102.8995014 0.052530256   0 0.0040236709 0.118338959
## 1964    5  13  14 106.1735051 0.052135694   0 0.0038229687 0.117945481
## 1965    5  13  14 106.0410829 0.051302619   0 0.0037006449 0.119024433
## 1966    5  13  14 100.2563879 0.052258916   0 0.0037852751 0.121088513
## 1967    5  13  14  97.2876808 0.053625311   0 0.0038745313 0.121222655
## 1968    5  13  14 101.3375938 0.052398391   0 0.0038093731 0.120911216
## 1969    5  13  14 109.8937394 0.050996253   0 0.0036927869 0.117438523
## 1970    5  13  14 104.8997480 0.054030802   0 0.0039581201 0.113948996
## 1971    5  13  14 107.9950238 0.054138750   0 0.0037138264 0.111971742
## 1972    5  13  14 107.1737740 0.054774859   0 0.0036868033 0.110919032
## 1973    5  13  14 107.6012878 0.053574962   0 0.0034782349 0.114689056
## 1974    5  13  14 110.9366435 0.054185147   0 0.0032551875 0.109997089
## 1975    5  13  14 109.3198734 0.053975622   0 0.0034314808 0.110737685
## 1976    5  13  14 109.3198734 0.053975622   0 0.0034314808 0.110737685
## 1977    5  13  14   4.1327264 0.272912900   0 0.7373971729 0.642139315
## 1978    5  13  14   4.1327264 0.272912900   0 0.7373971729 0.642139315
## 1979    5  13  14   3.5697224 0.189228104   0 0.7321688318 0.547012019
## 1980    5  13  14   4.1627981 0.153480955   0 0.7874874311 0.668414739
## 1981    5  13  14   5.0058542 0.119022895   0 0.7961925562 0.717240554
## 1982    5  13  14   4.5300548 0.124070069   0 0.7408464366 0.777642107
## 1983    5  13  14   4.1427924 0.135606538   0 0.7356331003 0.792371916
## 1984    5  13  14   4.1196382 0.136686845   0 0.7357004401 0.807380701
## 1985    5  13  14   4.0404722 0.138649341   0 0.7369250890 0.817720264
## 1986    5  13  14   4.0557480 0.137738224   0 0.7418172213 0.825625727
## 1987    5  13  14   3.7640546 0.146350258   0 0.7652189362 0.821781068
## 1988    5  13  14   3.6853854 0.149087536   0 0.7706073837 0.810672893
## 1989    5  13  14   3.7561212 0.144849318   0 0.7625951753 0.812782424
## 1990    5  13  14   3.6766967 0.149569388   0 0.7436813437 0.813616056
## 1991    5  13  14   3.8579062 0.147964760   0 0.7640093722 0.783279775
## 1992    5  13  14   3.8944529 0.142191233   0 0.7355438449 0.788616505
## 1993    5  13  14   3.7501387 0.143766603   0 0.7401377812 0.802589503
## 1994    5  13  14   3.6891351 0.141710657   0 0.7224151126 0.839978342
## 1995    5  13  14   3.5832823 0.145091725   0 0.7361463334 0.845116027
## 1996    5  13  14   3.5465010 0.145762348   0 0.7477123470 0.840398314
## 1997    5  13  14   3.5546491 0.144682066   0 0.7691296847 0.844499588
## 1998    5  13  14   3.4060364 0.147776087   0 0.7385537511 0.854992547
## 1999    5  13  14   3.5038212 0.144459340   0 0.7321201524 0.863431507
## 2000    5  13  14   3.3599357 0.146380096   0 0.7403479943 0.865298922
## 2001    5  13  14   3.3336121 0.146133204   0 0.7608882148 0.877309536
## 2002    5  13  14   3.3384725 0.145604950   0 0.7482788576 0.883711868
## 2003    5  13  14   3.2452508 0.148331054   0 0.7516558789 0.886018505
## 2004    5  13  14   3.2478414 0.148089760   0 0.7355420262 0.890870531
## 2005    5  13  14   3.2052244 0.146648234   0 0.7343576471 0.899015166
## 2006    5  13  14   3.3396634 0.140920031   0 0.7300056593 0.902570946
## 2007    5  13  14   3.2577237 0.143900620   0 0.7235487045 0.902046432
## 2008    5  13  14   3.2652488 0.142496034   0 0.7239279855 0.903211824
## 2009    5  13  14   3.2009377 0.145067667   0 0.7419614051 0.899936710
## 2010    5  13  14   3.2986052 0.142440383   0 0.7406181790 0.891290152
## 2011    5  13  14   3.2453599 0.144186839   0 0.7430621053 0.891517771
## 2012    5  13  14   3.2794335 0.142228417   0 0.7423530941 0.892787584
## 2013    5  13  14   3.2368369 0.142913371   0 0.7417956276 0.900033181
## 2014    5  13  14   3.1946379 0.143523851   0 0.7440433748 0.901558712
## 2015    5  13  14   3.1505464 0.143910014   0 0.7564284800 0.902060801
## 2016    5  13  14   3.2293103 0.141622060   0 0.7424272093 0.902334463
## 2017    5  13  14   3.2017584 0.142130996   0 0.7617767903 0.907193967
## 2018    5  13  14   3.1925293 0.142234196   0 0.7619826548 0.907030698
## 2019    5  13  14   3.1962207 0.141571631   0 0.7574183842 0.906663904
## 2020    5  13  14   3.2742304 0.138946300   0 0.7370978823 0.901249136
## 2021    5  13  14   3.2313019 0.141511222   0 0.7409096106 0.898583281
## 2022    5  13  14   3.2864021 0.138850714   0 0.7413556694 0.899760863
## 2023    5  13  14   3.3078868 0.137230055   0 0.7360507862 0.899589311
## 2024    5  13  14   3.3978482 0.135145261   0 0.7198524113 0.895699938
## 2025    5  13  14   3.4039738 0.135555257   0 0.7211972029 0.894116083
## 2026    5  13  14   3.3922256 0.135357392   0 0.7209808004 0.898417609
## 2027    5  13  14   3.4224391 0.133904944   0 0.7148268984 0.896701559
## 2028    5  13  14   3.4495327 0.133412742   0 0.7170863445 0.892477093
## 2029    5  13  14   3.4495327 0.133412742   0 0.7170863445 0.892477093
## 2030    5  13  14   3.4400190 0.137967044   0 0.7139353715 0.892478089
## 2031    5  13  14   3.3741052 0.139716717   0 0.7078505559 0.891326506
## 2032    5  13  14   3.2580645 0.142464838   0 0.6998621580 0.893157828
## 2033    5  13  14   3.4043887 0.137690014   0 0.6900375595 0.893024262
## 2034    5  13  14   3.3358452 0.140377383   0 0.6890033131 0.890111428
## 2035    5  13  14   3.3038871 0.141755279   0 0.6968226992 0.897190320
## 2036    5  13  14   3.2251059 0.143549929   0 0.6820286199 0.904459981
## 2037    5  13  14   3.1779025 0.144778445   0 0.7106527784 0.907264682
## 2038    5  13  14   3.0767491 0.148213880   0 0.7388449912 0.904744141
## 2039    5  13  14   3.0757312 0.147232638   0 0.7437066940 0.915142324
## 2040    5  13  14   3.1548942 0.143199396   0 0.7455675864 0.914093221
## 2041    5  13  14   3.2099173 0.140642434   0 0.7514775666 0.922468040
## 2042    5  13  14   3.2276549 0.139659017   0 0.7499690445 0.924111374
## 2043    5  13  14   3.2735846 0.138159738   0 0.7500154484 0.922048097
## 2044    5  13  14   3.1416187 0.142880787   0 0.7470879759 0.916302157
## 2045    5  13  14   3.1379149 0.141573330   0 0.7434072734 0.910773471
## 2046    5  13  14   3.1628897 0.142105302   0 0.7449479789 0.906032019
## 2047    5  13  14   3.1681478 0.143196573   0 0.7428250152 0.904723443
## 2048    5  13  14   3.1710629 0.142512829   0 0.7546288539 0.904466757
## 2049    5  13  14   3.1557727 0.143466752   0 0.7540128264 0.904753762
## 2050    5  13  14   3.1837964 0.142326315   0 0.7638900156 0.898081832
## 2051    5  13  14   3.1593620 0.142064846   0 0.7907826226 0.901942621
## 2052    5  13  14   3.1514034 0.141378890   0 0.8050980886 0.905224139
## 2053    5  13  14   3.1294439 0.142036225   0 0.8239428613 0.899380988
## 2054    5  13  14   3.0995277 0.143784305   0 0.8353513386 0.891944466
## 2055    5  13  14   3.1323563 0.142404958   0 0.8425008019 0.892048453
## 2056    5  13  14   3.1761240 0.139797378   0 0.8431075157 0.898407905
## 2057    5  13  14   3.1070668 0.142358039   0 0.8516869027 0.893656841
## 2058    5  13  14   3.1618976 0.141029362   0 0.8485660457 0.888863479
## 2059    5  13  14   3.1211869 0.142684307   0 0.8503407433 0.892356980
## 2060    5  13  14   3.1367950 0.141585314   0 0.8611462967 0.888910148
## 2061    5  13  14   3.2195364 0.138151920   0 0.8752912396 0.879760436
## 2062    5  13  14   3.2572505 0.137646154   0 0.8909474547 0.866247552
## 2063    5  13  14   3.2189509 0.138238580   0 0.8930621647 0.868436248
## 2064    5  13  14   3.2626263 0.137988123   0 0.8940357162 0.856975056
## 2065    5  13  14   3.1954523 0.138896735   0 0.8918622676 0.863002728
## 2066    5  13  14   3.2535754 0.136901623   0 0.8853515483 0.869261253
## 2067    5  13  14   3.2497456 0.137935234   0 0.8858298549 0.861046667
## 2068    5  13  14   3.2774777 0.137743778   0 0.8849936453 0.851408841
## 2069    5  13  14   3.3215996 0.136114367   0 0.8899087505 0.850796409
## 2070    5  13  14   3.3088869 0.136402822   0 0.8821973538 0.854071794
## 2071    5  13  14   3.2918903 0.136640062   0 0.8842906596 0.853053539
## 2072    5  13  14   3.3088656 0.137221929   0 0.8848021033 0.843880831
## 2073    5  13  14   3.3207717 0.136381993   0 0.8809038860 0.850476079
## 2074    5  13  14   3.2715233 0.136908628   0 0.8830972967 0.860055580
## 2075    5  13  14   3.2388163 0.137514672   0 0.8876187168 0.865313807
## 2076    5  13  14   3.2152194 0.138327443   0 0.8785817389 0.870715326
## 2077    5  13  14   3.1551077 0.139569307   0 0.8857472290 0.873581573
## 2078    5  13  14   3.1854223 0.139002287   0 0.8870927475 0.871329715
## 2079    5  13  14   3.1530588 0.138921088   0 0.8922408726 0.875845185
## 2080    5  13  14   3.1530588 0.138921088   0 0.8922408726 0.875845185
## 2081    5  13  14   6.2040640 0.473018889   0 0.2250752910 0.588359550
## 2082    5  13  14   6.2040640 0.473018889   0 0.2250752910 0.588359550
## 2083    5  13  14   4.4796315 0.413932398   0 0.2190951692 0.521442531
## 2084    5  13  14   6.8536080 0.421224927   0 0.1946156846 0.516916483
## 2085    5  13  14   5.0144443 0.346455310   0 0.2390277868 0.482090489
## 2086    5  13  14   4.6333170 0.194303310   0 0.2293673764 0.636799130
## 2087    5  13  14   4.6304785 0.159529296   0 0.2361781314 0.678956522
## 2088    5  13  14   5.1544943 0.133189540   0 0.2736202932 0.701913369
## 2089    5  13  14   5.6697272 0.118683128   0 0.2832021285 0.709273897
## 2090    5  13  14   5.9372882 0.115479575   0 0.2864178651 0.694803095
## 2091    5  13  14   5.9045910 0.114910930   0 0.3074072367 0.695943937
## 2092    5  13  14   6.2874842 0.111309747   0 0.2851763667 0.669709518
## 2093    5  13  14   6.5300514 0.110434072   0 0.2739324248 0.649359250
## 2094    5  13  14   5.9658768 0.113696383   0 0.2809535384 0.682564066
## 2095    5  13  14   5.9238073 0.114397001   0 0.2866354327 0.679798718
## 2096    5  13  14   6.2628921 0.111327689   0 0.2758190215 0.661826831
## 2097    5  13  14   6.2287786 0.114116770   0 0.2578981357 0.649645805
## 2098    5  13  14   6.1752136 0.110486187   0 0.2403466937 0.674416546
## 2099    5  13  14   5.8631781 0.114968703   0 0.2473928227 0.678598212
## 2100    5  13  14   5.9175936 0.113748644   0 0.2324766295 0.684817413
## 2101    5  13  14   5.7162750 0.113831672   0 0.1942692431 0.707574326
## 2102    5  13  14   5.4297737 0.116664466   0 0.2213520444 0.711013639
## 2103    5  13  14   5.4460510 0.114330358   0 0.2452200482 0.720463586
## 2104    5  13  14   5.1364002 0.117402495   0 0.2195225569 0.742773403
## 2105    5  13  14   5.0422817 0.117057076   0 0.2153089681 0.754554955
## 2106    5  13  14   4.9523943 0.116880088   0 0.2159362068 0.765962842
## 2107    5  13  14   4.8868456 0.115868497   0 0.2131446307 0.779403010
## 2108    5  13  14   4.8386456 0.115986504   0 0.2058051951 0.786778246
## 2109    5  13  14   4.8778393 0.115710793   0 0.2074757415 0.778661910
## 2110    5  13  14   4.9045133 0.114802370   0 0.1950835979 0.778967466
## 2111    5  13  14   4.7851472 0.114768699   0 0.1977415988 0.797780774
## 2112    5  13  14   4.7783175 0.113350107   0 0.1904122379 0.804183695
## 2113    5  13  14   4.7487417 0.113209065   0 0.2043615043 0.811574171
## 2114    5  13  14   4.6798280 0.112855613   0 0.1927852554 0.822905369
## 2115    5  13  14   4.6887145 0.111914875   0 0.2066105046 0.827008065
## 2116    5  13  14   4.7012387 0.112439207   0 0.2061810991 0.826638226
## 2117    5  13  14   4.6030403 0.112982721   0 0.1848357604 0.843655947
## 2118    5  13  14   4.6012122 0.113024630   0 0.1613483229 0.848521645
## 2119    5  13  14   4.5951669 0.113590606   0 0.1730406560 0.839430078
## 2120    5  13  14   4.5810656 0.113173296   0 0.1675332398 0.846720115
## 2121    5  13  14   4.5408891 0.112183657   0 0.1541054016 0.863701871
## 2122    5  13  14   4.5094244 0.114139134   0 0.1494214218 0.861284031
## 2123    5  13  14   4.3590134 0.114987727   0 0.1412398814 0.879443051
## 2124    5  13  14   4.4679505 0.111323260   0 0.1416995008 0.885615469
## 2125    5  13  14   4.5171692 0.109905877   0 0.1375520176 0.878110086
## 2126    5  13  14   4.4731814 0.111899906   0 0.1323163581 0.878863881
## 2127    5  13  14   4.3768011 0.113838877   0 0.1339022951 0.883653449
## 2128    5  13  14   4.3605097 0.113206640   0 0.1309775557 0.888279956
## 2129    5  13  14   4.3762856 0.112382534   0 0.1231006705 0.885473576
## 2130    5  13  14   4.4383571 0.111200323   0 0.1200598149 0.884862394
## 2131    5  13  14   4.3696308 0.112456002   0 0.1203278671 0.886913079
## 2132    5  13  14   4.3796596 0.112655378   0 0.1261169539 0.884985809
## 2133    5  13  14   4.3796596 0.112655378   0 0.1261169539 0.884985809
## 2134    5  13  14   4.3714207 0.116005905   0 0.1259744615 0.884146235
## 2135    5  13  14   4.3825338 0.116376876   0 0.1181868317 0.879396672
## 2136    5  13  14   4.3262237 0.117391788   0 0.1271831075 0.881538004
## 2137    5  13  14   4.4664906 0.111575585   0 0.1314247919 0.885535594
## 2138    5  13  14   4.3860551 0.112687983   0 0.1160693243 0.896480681
## 2139    5  13  14   4.4350854 0.113323273   0 0.1150640567 0.888701640
## 2140    5  13  14   4.3990547 0.113561243   0 0.1105783997 0.892788442
## 2141    5  13  14   4.5174149 0.111928885   0 0.1180761488 0.888984478
## 2142    5  13  14   4.3771627 0.114589015   0 0.1343935460 0.894652538
## 2143    5  13  14   4.3151749 0.113862240   0 0.1614880552 0.915754254
## 2144    5  13  14   4.2221738 0.115644572   0 0.1562638991 0.907798335
## 2145    5  13  14   4.0841936 0.116793664   0 0.1817012126 0.921908469
## 2146    5  13  14   4.1598432 0.114556274   0 0.2127325774 0.925308873
## 2147    5  13  14   4.1361097 0.115431203   0 0.2184850176 0.925231309
## 2148    5  13  14   4.0548260 0.116884038   0 0.2291592508 0.933651942
## 2149    5  13  14   3.9657069 0.117804884   0 0.2410533047 0.938535713
## 2150    5  13  14   3.9198620 0.119410195   0 0.2247325951 0.939718683
## 2151    5  13  14   3.9977191 0.115400471   0 0.2526448485 0.943071305
## 2152    5  13  14   3.9130498 0.117360984   0 0.2583973559 0.943965236
## 2153    5  13  14   3.8966685 0.116884532   0 0.2582763713 0.941449068
## 2154    5  13  14   3.9214379 0.116394609   0 0.2574960018 0.937649954
## 2155    5  13  14   3.9257097 0.115576786   0 0.2690741538 0.937205119
## 2156    5  13  14   3.9232984 0.116725385   0 0.2575606317 0.938158174
## 2157    5  13  14   3.9741358 0.116876029   0 0.2419276137 0.935513519
## 2158    5  13  14   4.0862266 0.114678972   0 0.2410858972 0.929630905
## 2159    5  13  14   4.0391356 0.114674576   0 0.2562501277 0.930744704
## 2160    5  13  14   4.0439189 0.115600539   0 0.2549213125 0.934022317
## 2161    5  13  14   4.0990570 0.114895990   0 0.2479390895 0.929815731
## 2162    5  13  14   4.1319599 0.113932738   0 0.2439403038 0.928072292
## 2163    5  13  14   4.0843093 0.115263500   0 0.2563947045 0.922829243
## 2164    5  13  14   3.9988820 0.116874586   0 0.2661371805 0.929533030
## 2165    5  13  14   4.0734345 0.114504898   0 0.2576625840 0.930817810
## 2166    5  13  14   4.2010607 0.110578666   0 0.2549835809 0.931610424
## 2167    5  13  14   4.2113480 0.111124520   0 0.2418318595 0.927971312
## 2168    5  13  14   4.1561234 0.111681875   0 0.2497984993 0.929663425
## 2169    5  13  14   4.1145569 0.112539582   0 0.2564253408 0.930600162
## 2170    5  13  14   4.1613494 0.111085367   0 0.2548065399 0.934175655
## 2171    5  13  14   4.1338798 0.111900974   0 0.2693367660 0.933977342
## 2172    5  13  14   4.0470918 0.113079696   0 0.2585708320 0.950526409
## 2173    5  13  14   4.0734359 0.112154337   0 0.2682512386 0.952437759
## 2174    5  13  14   3.9529399 0.113738484   0 0.2737232201 0.953319553
## 2175    5  13  14   3.9938597 0.113216708   0 0.2617963018 0.952755555
## 2176    5  13  14   4.0014600 0.112018947   0 0.2753039245 0.953626564
## 2177    5  13  14   3.9859047 0.112175888   0 0.2706831708 0.956222687
## 2178    5  13  14   3.9710909 0.113632697   0 0.2634747656 0.954472673
## 2179    5  13  14   3.9734306 0.113041362   0 0.2594780032 0.955977629
## 2180    5  13  14   4.0404315 0.112195252   0 0.2741021684 0.955716099
## 2181    5  13  14   4.0194609 0.112348778   0 0.2527063049 0.957098929
## 2182    5  13  14   4.0355114 0.112947852   0 0.2584790610 0.955708035
## 2183    5  13  14   4.0645168 0.112324424   0 0.2583127675 0.953561090
## 2184    5  13  14   4.0645168 0.112324424   0 0.2583127675 0.953561090
## 2185    5  13  14   5.7695501 0.477752409   0 0.3583374985 0.320736536
## 2186    5  13  14   5.7695501 0.477752409   0 0.3583374985 0.320736536
## 2187    5  13  14   5.0536554 0.446887603   0 0.3331825217 0.327442153
## 2188    5  13  14   4.8504706 0.336719309   0 0.3033801173 0.300450417
## 2189    5  13  14   5.7977915 0.288699930   0 0.3164686725 0.368375479
## 2190    5  13  14   5.5783368 0.204267406   0 0.2763443544 0.401481940
## 2191    5  13  14   5.4733870 0.181536577   0 0.2642116574 0.473912947
## 2192    5  13  14   7.7468737 0.146477473   0 0.2378677769 0.416606053
## 2193    5  13  14   8.1972614 0.142253898   0 0.2432693364 0.403861282
## 2194    5  13  14   8.1504913 0.142696329   0 0.2660349367 0.392575490
## 2195    5  13  14   8.2154548 0.137474393   0 0.2748537837 0.404610218
## 2196    5  13  14   7.9327477 0.140844119   0 0.2463849587 0.413246832
## 2197    5  13  14   8.4022360 0.137546785   0 0.2222274044 0.397339496
## 2198    5  13  14   8.4348416 0.139357242   0 0.2140706270 0.397425410
## 2199    5  13  14   8.4433578 0.137038925   0 0.2101286485 0.398280209
## 2200    5  13  14   8.2286920 0.135656385   0 0.2006653738 0.413658423
## 2201    5  13  14   8.2799865 0.134517005   0 0.2269022677 0.406919951
## 2202    5  13  14   7.8424669 0.137556633   0 0.2365331801 0.413422524
## 2203    5  13  14   8.4401594 0.131916860   0 0.2627761465 0.397152346
## 2204    5  13  14   8.0898459 0.132156435   0 0.2872969787 0.405306962
## 2205    5  13  14   8.2667222 0.135496825   0 0.2763566805 0.388489522
## 2206    5  13  14   8.1138871 0.133053405   0 0.2863610538 0.401371538
## 2207    5  13  14   7.9765646 0.134670451   0 0.2863489299 0.404479190
## 2208    5  13  14   8.3217942 0.131707097   0 0.2811133259 0.395160676
## 2209    5  13  14   8.2381062 0.130708912   0 0.2925940756 0.398605200
## 2210    5  13  14   7.9808678 0.134097165   0 0.3109279408 0.397941147
## 2211    5  13  14   7.8591666 0.134822556   0 0.3063306955 0.402103622
## 2212    5  13  14   7.6603376 0.134422858   0 0.2835726623 0.415137474
## 2213    5  13  14   7.9824125 0.131109195   0 0.2940292651 0.408490294
## 2214    5  13  14   7.3222731 0.135690769   0 0.2987074883 0.426239712
## 2215    5  13  14   7.1625697 0.136376697   0 0.3065828228 0.433503269
## 2216    5  13  14   6.8167942 0.139355679   0 0.2994700905 0.445731747
## 2217    5  13  14   6.8554011 0.138894836   0 0.3047644311 0.443816649
## 2218    5  13  14   6.9132906 0.137739737   0 0.3197718073 0.439114041
## 2219    5  13  14   6.8430457 0.138926923   0 0.3281679378 0.439259197
## 2220    5  13  14   6.9814712 0.137995827   0 0.3195808101 0.428315978
## 2221    5  13  14   7.4389342 0.133744483   0 0.3066275500 0.418618825
## 2222    5  13  14   7.5359462 0.132072215   0 0.2876320580 0.422114365
## 2223    5  13  14   7.9381871 0.128474275   0 0.2841843369 0.411695609
## 2224    5  13  14   8.3089010 0.126343221   0 0.2793053863 0.402538602
## 2225    5  13  14   8.5979157 0.125134857   0 0.2684234791 0.394174232
## 2226    5  13  14   8.5467246 0.122418243   0 0.2610792427 0.403651028
## 2227    5  13  14   8.5276638 0.123106857   0 0.2447966318 0.407563895
## 2228    5  13  14   8.4954186 0.124676336   0 0.2463054749 0.401935761
## 2229    5  13  14   8.5375020 0.124727193   0 0.2342184305 0.402727195
## 2230    5  13  14   8.2018230 0.125598817   0 0.2302417176 0.414766601
## 2231    5  13  14   8.1615255 0.127209458   0 0.2340527087 0.411554055
## 2232    5  13  14   8.2484813 0.126068340   0 0.2328182415 0.412632208
## 2233    5  13  14   8.0814704 0.126450209   0 0.2288049411 0.421216257
## 2234    5  13  14   8.1856118 0.125262181   0 0.2232228893 0.419027216
## 2235    5  13  14   8.2925918 0.124185679   0 0.2134675544 0.420729583
## 2236    5  13  14   8.4227877 0.121632672   0 0.2089942671 0.421343123
## 2237    5  13  14   8.4227877 0.121632672   0 0.2089942671 0.421343123
## 2238    5  13  14   8.6611553 0.123504032   0 0.2120198581 0.422535168
## 2239    5  13  14   8.1708236 0.131734617   0 0.2157027674 0.419889353
## 2240    5  13  14   8.4033380 0.126142961   0 0.2130791528 0.421683153
## 2241    5  13  14   8.2308310 0.131931789   0 0.2183887984 0.416963170
## 2242    5  13  14   7.9131179 0.131549374   0 0.2171955668 0.429338696
## 2243    5  13  14   7.7911610 0.131720606   0 0.2001925334 0.438768529
## 2244    5  13  14   7.9308469 0.130943858   0 0.1906340359 0.436284801
## 2245    5  13  14   7.9682054 0.127646885   0 0.1653007983 0.449351603
## 2246    5  13  14   7.8197348 0.127203897   0 0.1661110253 0.457197896
## 2247    5  13  14   7.2077026 0.131177123   0 0.1802833852 0.480557164
## 2248    5  13  14   7.6553633 0.128945573   0 0.1786761656 0.458559869
## 2249    5  13  14   7.2341368 0.129939422   0 0.1732661900 0.483063930
## 2250    5  13  14   6.9379457 0.130425317   0 0.1963699431 0.498354692
## 2251    5  13  14   6.9900324 0.131854081   0 0.1939677285 0.490262502
## 2252    5  13  14   6.8264989 0.133138625   0 0.2350653816 0.488622461
## 2253    5  13  14   6.9107172 0.132393845   0 0.2439262363 0.481439495
## 2254    5  13  14   6.7276694 0.132681053   0 0.2681985445 0.489216484
## 2255    5  13  14   6.9508143 0.132497118   0 0.2896978553 0.473886795
## 2256    5  13  14   6.5678919 0.133996385   0 0.3115052883 0.490309861
## 2257    5  13  14   6.7434503 0.133206581   0 0.3081080850 0.478922087
## 2258    5  13  14   6.9499817 0.131985111   0 0.3188363658 0.468046124
## 2259    5  13  14   6.6611318 0.132043607   0 0.3172562168 0.491621928
## 2260    5  13  14   6.1455584 0.135540294   0 0.3209357117 0.518919232
## 2261    5  13  14   6.2895516 0.136133314   0 0.3377526302 0.503278938
## 2262    5  13  14   6.0595628 0.138120359   0 0.3491467362 0.510006179
## 2263    5  13  14   6.1581105 0.135959462   0 0.3518070212 0.506069776
## 2264    5  13  14   6.0644568 0.136511823   0 0.3518492125 0.512573136
## 2265    5  13  14   6.0335192 0.137321982   0 0.3453401230 0.509907496
## 2266    5  13  14   6.1688361 0.136119875   0 0.3624465660 0.501992524
## 2267    5  13  14   6.1939186 0.135588766   0 0.3508136139 0.500273533
## 2268    5  13  14   6.5530998 0.132488044   0 0.3701341108 0.481891767
## 2269    5  13  14   6.3496400 0.133809072   0 0.3115351317 0.502173868
## 2270    5  13  14   6.1569761 0.135521835   0 0.3005771505 0.509450001
## 2271    5  13  14   5.9971455 0.135745445   0 0.2730524953 0.530084693
## 2272    5  13  14   6.1016834 0.135546424   0 0.2797877283 0.524511202
## 2273    5  13  14   5.7875141 0.139083731   0 0.2659345570 0.535228475
## 2274    5  13  14   5.8661267 0.138105060   0 0.2783279414 0.527099528
## 2275    5  13  14   6.0362150 0.134769344   0 0.2629160031 0.522627355
## 2276    5  13  14   6.0225073 0.135354403   0 0.2532575127 0.522246778
## 2277    5  13  14   6.0410932 0.134584280   0 0.2375552327 0.525644827
## 2278    5  13  14   6.1813750 0.134286946   0 0.2461221687 0.512605975
## 2279    5  13  14   6.2589298 0.133488431   0 0.2587734584 0.511257513
## 2280    5  13  14   6.3900504 0.131003849   0 0.2657335949 0.509542702
## 2281    5  13  14   6.3145782 0.132618978   0 0.2774687182 0.510280694
## 2282    5  13  14   6.5119338 0.131084670   0 0.2840933029 0.499280278
## 2283    5  13  14   6.4045398 0.131691674   0 0.2927550857 0.501643782
## 2284    5  13  14   6.4248203 0.131795997   0 0.2821865984 0.501526143
## 2285    5  13  14   6.6015826 0.131973737   0 0.2892942104 0.489086149
## 2286    5  13  14   6.7607216 0.129710655   0 0.2797198363 0.484002084
## 2287    5  13  14   6.8206766 0.129593009   0 0.2728865106 0.481103900
## 2288    5  13  14   6.8206766 0.129593009   0 0.2728865106 0.481103900
## 2289    5  13  14   3.4901425 0.659717348   0 0.4503901187 0.881309986
## 2290    5  13  14   3.4901425 0.659717348   0 0.4503901187 0.881309986
## 2291    5  13  14   2.5860951 0.712643112   0 0.4154836911 0.855546106
## 2292    5  13  14   1.3322538 0.701576596   0 0.3733209242 0.855575091
## 2293    5  13  14   1.1566349 0.618197496   0 0.4424401142 0.850974604
## 2294    5  13  14   1.1280595 0.562834961   0 0.3632590598 0.798922791
## 2295    5  13  14   1.3967217 0.527933406   0 0.3507280086 0.790259104
## 2296    5  13  14   1.2427758 0.457195335   0 0.4428901365 0.842729780
## 2297    5  13  14   1.3390856 0.444976400   0 0.4148902564 0.848920510
## 2298    5  13  14   1.5343175 0.363477344   0 0.4264912783 0.865763135
## 2299    5  13  14   2.1973283 0.242773305   0 0.4112643935 0.839017695
## 2300    5  13  14   2.3812287 0.226653403   0 0.4434055894 0.827670849
## 2301    5  13  14   2.5232705 0.211885675   0 0.4040087996 0.826896113
## 2302    5  13  14   2.3524683 0.221201588   0 0.4494100107 0.845871492
## 2303    5  13  14   2.3018248 0.224675792   0 0.5018630488 0.840198473
## 2304    5  13  14   2.3932974 0.223437911   0 0.5016547638 0.820532036
## 2305    5  13  14   2.4930006 0.218601515   0 0.4960035603 0.792641632
## 2306    5  13  14   2.6361959 0.215124301   0 0.5117700748 0.765043743
## 2307    5  13  14   2.5457002 0.216400268   0 0.5148958644 0.778938645
## 2308    5  13  14   2.5198110 0.220347399   0 0.5410602315 0.773036409
## 2309    5  13  14   2.5938732 0.216292500   0 0.5471027319 0.756932254
## 2310    5  13  14   2.4942118 0.222895928   0 0.5645075242 0.764238691
## 2311    5  13  14   2.5129850 0.217894475   0 0.5938149798 0.760668789
## 2312    5  13  14   2.9296138 0.206062777   0 0.5507064507 0.691200086
## 2313    5  13  14   3.2518249 0.202499818   0 0.5711527364 0.617940345
## 2314    5  13  14   3.3176071 0.198120253   0 0.5634022256 0.615770390
## 2315    5  13  14   3.3238626 0.198319314   0 0.5717826497 0.619411264
## 2316    5  13  14   3.5023890 0.190764564   0 0.5704479863 0.607461299
## 2317    5  13  14   3.5805500 0.187753428   0 0.5956132568 0.595733245
## 2318    5  13  14   3.8988913 0.184360700   0 0.5708981375 0.555557744
## 2319    5  13  14   4.0557872 0.181659603   0 0.5627722502 0.540269484
## 2320    5  13  14   4.5751727 0.166914110   0 0.5720426252 0.510585713
## 2321    5  13  14   4.7980783 0.163190040   0 0.5943289153 0.498666700
## 2322    5  13  14   4.5282435 0.169326409   0 0.6120830898 0.508604578
## 2323    5  13  14   4.2884716 0.176657598   0 0.6079488776 0.513995728
## 2324    5  13  14   4.1382373 0.176246580   0 0.6389714946 0.532483247
## 2325    5  13  14   4.0935148 0.178771619   0 0.6435388064 0.528960326
## 2326    5  13  14   4.1708540 0.176990325   0 0.6495500190 0.524599850
## 2327    5  13  14   4.1709965 0.175865051   0 0.6577687270 0.524790085
## 2328    5  13  14   4.0119513 0.178348554   0 0.6646709341 0.532249058
## 2329    5  13  14   4.2010042 0.173510654   0 0.6888054079 0.517540518
## 2330    5  13  14   4.1471177 0.177164494   0 0.6858530759 0.517915358
## 2331    5  13  14   4.3107375 0.173028642   0 0.6772460126 0.503618885
## 2332    5  13  14   4.2700447 0.176319439   0 0.6494898275 0.506381069
## 2333    5  13  14   4.2801195 0.177045457   0 0.6359952172 0.507445136
## 2334    5  13  14   4.0619370 0.178188779   0 0.6646245238 0.527335304
## 2335    5  13  14   4.1137008 0.176305352   0 0.6663319342 0.522648027
## 2336    5  13  14   4.1166846 0.180268240   0 0.6979838172 0.506578767
## 2337    5  13  14   4.3686575 0.172618469   0 0.6920132757 0.497247324
## 2338    5  13  14   4.4669867 0.171437603   0 0.6881287518 0.484315116
## 2339    5  13  14   4.3936560 0.176087255   0 0.6976865791 0.478659484
## 2340    5  13  14   4.2874195 0.179753458   0 0.7083090584 0.480457095
## 2341    5  13  14   4.2874195 0.179753458   0 0.7083090584 0.480457095
## 2342    5  13  14   4.4082122 0.177638323   0 0.7083243556 0.485135421
## 2343    5  13  14   4.4517862 0.181446366   0 0.7178155740 0.467235527
## 2344    5  13  14   4.4603596 0.178221976   0 0.7179241593 0.474857619
## 2345    5  13  14   4.9564076 0.174028557   0 0.7246505622 0.430160501
## 2346    5  13  14   4.3452728 0.194346047   0 0.7182330141 0.439631434
## 2347    5  13  14   4.8389141 0.178218193   0 0.7500521714 0.423547983
## 2348    5  13  14   4.5218705 0.178114891   0 0.7430300882 0.471359734
## 2349    5  13  14   4.5312034 0.176154814   0 0.7226848361 0.481073167
## 2350    5  13  14   4.4115484 0.181709641   0 0.7405791017 0.473214753
## 2351    5  13  14   3.9659857 0.187152902   0 0.7614951702 0.516778723
## 2352    5  13  14   3.5601043 0.196145835   0 0.7717142645 0.547097566
## 2353    5  13  14   4.1511226 0.175102094   0 0.7917668383 0.528037887
## 2354    5  13  14   3.5123278 0.187310289   0 0.7950982519 0.592135469
## 2355    5  13  14   3.6743075 0.186757756   0 0.8069110754 0.554567715
## 2356    5  13  14   3.7654721 0.184495444   0 0.8013954541 0.541770793
## 2357    5  13  14   3.5721192 0.187025004   0 0.7858982295 0.565004477
## 2358    5  13  14   3.3447022 0.190778382   0 0.8107469176 0.589054032
## 2359    5  13  14   3.3225078 0.197127474   0 0.8205375882 0.574906321
## 2360    5  13  14   3.3527407 0.189773271   0 0.8113189736 0.586223125
## 2361    5  13  14   3.3494151 0.195160346   0 0.8384773908 0.574876019
## 2362    5  13  14   3.4583540 0.186146823   0 0.8319580196 0.581969834
## 2363    5  13  14   3.6090222 0.182502058   0 0.8255568139 0.572576608
## 2364    5  13  14   3.4136633 0.188449546   0 0.8029970389 0.596351775
## 2365    5  13  14   3.4460502 0.187305551   0 0.8086242705 0.585770312
## 2366    5  13  14   3.7539275 0.178398493   0 0.8208449672 0.563228449
## 2367    5  13  14   3.7365633 0.179136841   0 0.8227729515 0.559153772
## 2368    5  13  14   3.6645832 0.180677523   0 0.8314261683 0.573099512
## 2369    5  13  14   3.5436249 0.182792826   0 0.8453578921 0.576096426
## 2370    5  13  14   3.5084465 0.182651438   0 0.8566279660 0.588501049
## 2371    5  13  14   3.6165080 0.179091174   0 0.8811598556 0.573776450
## 2372    5  13  14   3.6569356 0.177488174   0 0.8801491637 0.576758956
## 2373    5  13  14   3.5498810 0.184920776   0 0.8847715381 0.564804917
## 2374    5  13  14   3.4935368 0.187145847   0 0.8874308132 0.568460124
## 2375    5  13  14   3.5713254 0.182073120   0 0.8863645364 0.566366451
## 2376    5  13  14   3.5419358 0.181208103   0 0.8815358663 0.579914949
## 2377    5  13  14   3.4134581 0.186532297   0 0.8933458730 0.579273608
## 2378    5  13  14   3.3875573 0.185626186   0 0.8953638581 0.594062739
## 2379    5  13  14   3.5506371 0.180683136   0 0.8836671074 0.579101364
## 2380    5  13  14   3.5853920 0.179015783   0 0.8999925960 0.574895555
## 2381    5  13  14   3.5429772 0.177305367   0 0.9012895222 0.585939039
## 2382    5  13  14   3.5010266 0.177758395   0 0.9067216699 0.587048888
## 2383    5  13  14   3.4884466 0.177113760   0 0.9114515079 0.591568875
## 2384    5  13  14   3.6144993 0.174774045   0 0.9116418451 0.575673943
## 2385    5  13  14   3.7045813 0.172845854   0 0.9138822285 0.565139117
## 2386    5  13  14   3.7134758 0.172184452   0 0.9172827941 0.568954879
## 2387    5  13  14   3.7443608 0.170353770   0 0.9283415675 0.561707506
## 2388    5  13  14   3.6833656 0.172384949   0 0.9276446351 0.568480159
## 2389    5  13  14   3.7097155 0.173486687   0 0.9162838074 0.563683745
## 2390    5  13  14   3.8084632 0.172066455   0 0.9228952015 0.548618132
## 2391    5  13  14   3.7619058 0.175400443   0 0.9258816171 0.540652058
## 2392    5  13  14   3.7619058 0.175400443   0 0.9258816171 0.540652058
## 2393    5  13  14   2.7917131 0.095949719   0 0.9132594703 0.017042152
## 2394    5  13  14   2.7917131 0.095949719   0 0.9132594703 0.017042152
## 2395    5  13  14   2.7737320 0.102986492   0 0.8873711967 0.022801231
## 2396    5  13  14   5.2944437 0.127869533   0 0.8657999061 0.034925155
## 2397    5  13  14   6.6881715 0.188608774   0 0.8974695856 0.053707655
## 2398    5  13  14   8.3536388 0.253816301   0 0.8992100444 0.075102627
## 2399    5  13  14  10.0065503 0.288265916   0 0.8864199813 0.096718733
## 2400    5  13  14  10.6392410 0.221623338   0 0.8755795756 0.099357216
## 2401    5  13  14  10.0686136 0.194212986   0 0.8406050583 0.135772880
## 2402    5  13  14   9.6240908 0.170361022   0 0.8775785856 0.186750414
## 2403    5  13  14   9.4024155 0.159573049   0 0.8801882360 0.216880846
## 2404    5  13  14   8.4993404 0.164502043   0 0.8850405167 0.240687720
## 2405    5  13  14   7.9990799 0.164850073   0 0.8730146030 0.258344809
## 2406    5  13  14   7.4622768 0.167735589   0 0.8698649544 0.271554575
## 2407    5  13  14   7.0459780 0.172166573   0 0.8562828141 0.281079997
## 2408    5  13  14   6.6673585 0.173809468   0 0.8598195311 0.293573786
## 2409    5  13  14   6.5511249 0.170760842   0 0.8641187674 0.303046598
## 2410    5  13  14   6.4117127 0.172981755   0 0.8673936282 0.302782208
## 2411    5  13  14   6.4730728 0.173969046   0 0.8679770389 0.300468685
## 2412    5  13  14   6.5406487 0.172571870   0 0.8749509204 0.301700506
## 2413    5  13  14   6.4748392 0.175566505   0 0.8765520018 0.300072282
## 2414    5  13  14   6.2730802 0.175693928   0 0.8809776322 0.304761193
## 2415    5  13  14   6.3624956 0.174489571   0 0.8799363210 0.303902514
## 2416    5  13  14   6.3469033 0.173397020   0 0.8857878802 0.304358086
## 2417    5  13  14   5.9780863 0.177890386   0 0.8523539631 0.325439211
## 2418    5  13  14   5.9987178 0.177181632   0 0.8472903363 0.324123485
## 2419    5  13  14   5.8664864 0.179720264   0 0.8581990602 0.323831165
## 2420    5  13  14   5.8543294 0.181648233   0 0.8694628315 0.318317361
## 2421    5  13  14   6.0424733 0.177191819   0 0.8871823311 0.310228721
## 2422    5  13  14   5.9753918 0.177813177   0 0.8990553260 0.312526232
## 2423    5  13  14   5.9993543 0.179256445   0 0.9075430363 0.304777729
## 2424    5  13  14   5.8832778 0.182432239   0 0.9116189771 0.301662310
## 2425    5  13  14   5.9068189 0.180206343   0 0.9070611275 0.306477536
## 2426    5  13  14   5.9159596 0.183793740   0 0.9107058433 0.299105089
## 2427    5  13  14   5.7934228 0.187099679   0 0.9169107511 0.298881568
## 2428    5  13  14   5.9263850 0.187056488   0 0.9201398841 0.287509588
## 2429    5  13  14   5.8527249 0.186188142   0 0.9273975716 0.291394126
## 2430    5  13  14   5.4624575 0.188774618   0 0.9365323404 0.311541036
## 2431    5  13  14   5.4562825 0.188049897   0 0.9408092422 0.310940224
## 2432    5  13  14   5.5221370 0.187007735   0 0.9423643486 0.308397478
## 2433    5  13  14   5.3940598 0.188486998   0 0.9419340348 0.311009583
## 2434    5  13  14   5.3890117 0.190371116   0 0.9392699919 0.307875954
## 2435    5  13  14   5.3770799 0.190937138   0 0.9355976792 0.307188120
## 2436    5  13  14   5.2241969 0.191132868   0 0.9363510349 0.314253920
## 2437    5  13  14   5.1640908 0.191864047   0 0.9382895734 0.320328370
## 2438    5  13  14   5.3195323 0.190244028   0 0.9417181385 0.308730026
## 2439    5  13  14   5.2714495 0.189697257   0 0.9422794055 0.314225874
## 2440    5  13  14   5.1950880 0.190551030   0 0.9417560907 0.317231148
## 2441    5  13  14   5.2471601 0.190154608   0 0.9405258794 0.312394997
## 2442    5  13  14   5.4017190 0.187520562   0 0.9426674196 0.307979416
## 2443    5  13  14   5.5619646 0.187502444   0 0.9487310934 0.296454247
## 2444    5  13  14   5.5278184 0.188886281   0 0.9531997139 0.295418689
## 2445    5  13  14   5.5278184 0.188886281   0 0.9531997139 0.295418689
## 2446    5  13  14   5.6811372 0.192775806   0 0.9533704135 0.294995818
## 2447    5  13  14   5.4392279 0.201907990   0 0.9539009725 0.289805560
## 2448    5  13  14   5.2656197 0.202258497   0 0.9552560316 0.302330938
## 2449    5  13  14   5.1637667 0.208598749   0 0.9544716994 0.298744149
## 2450    5  13  14   5.1863540 0.203670017   0 0.9517498152 0.304618304
## 2451    5  13  14   5.1602854 0.209114004   0 0.9543803515 0.297324011
## 2452    5  13  14   5.4284451 0.202639919   0 0.9573371060 0.289582766
## 2453    5  13  14   5.5094442 0.200247792   0 0.9604044325 0.287553117
## 2454    5  13  14   5.6903758 0.194708709   0 0.9580501980 0.285759636
## 2455    5  13  14   5.4475474 0.201365225   0 0.9553064313 0.288628193
## 2456    5  13  14   5.4888488 0.200783063   0 0.9515748609 0.286811788
## 2457    5  13  14   5.4513741 0.198803891   0 0.9446546504 0.293047044
## 2458    5  13  14   5.5807000 0.197794160   0 0.9396795756 0.287054493
## 2459    5  13  14   5.4444448 0.201975829   0 0.9348383970 0.290082309
## 2460    5  13  14   5.6045934 0.196498630   0 0.9352829785 0.287118343
## 2461    5  13  14   5.4522790 0.199083360   0 0.9440731362 0.284841072
## 2462    5  13  14   5.3732541 0.197544192   0 0.9413638187 0.298543873
## 2463    5  13  14   5.2469486 0.199357055   0 0.9415640358 0.306696453
## 2464    5  13  14   5.0767648 0.202739886   0 0.9365801901 0.311879524
## 2465    5  13  14   5.3288718 0.204796336   0 0.9389722872 0.286959840
## 2466    5  13  14   5.3336206 0.204505260   0 0.9376319893 0.286050329
## 2467    5  13  14   5.6250248 0.197611824   0 0.9326483991 0.280350366
## 2468    5  13  14   5.5995462 0.198214898   0 0.9253961432 0.278956819
## 2469    5  13  14   5.5277502 0.201232810   0 0.9190067185 0.279812624
## 2470    5  13  14   5.2751349 0.203833722   0 0.9209841028 0.291120001
## 2471    5  13  14   5.3453383 0.202781424   0 0.9155239140 0.290046902
## 2472    5  13  14   5.4232748 0.204091578   0 0.9133254866 0.282059452
## 2473    5  13  14   5.3285168 0.205820989   0 0.9134610566 0.283571099
## 2474    5  13  14   5.4152371 0.203712901   0 0.9126552537 0.280002269
## 2475    5  13  14   5.5622512 0.201493445   0 0.9076835194 0.277093864
## 2476    5  13  14   5.6904835 0.203971729   0 0.8992006715 0.267408814
## 2477    5  13  14   5.7711200 0.200207810   0 0.9003347084 0.265410816
## 2478    5  13  14   5.8221876 0.201597439   0 0.9037260001 0.262178235
## 2479    5  13  14   5.7769382 0.204179361   0 0.8909007884 0.260319723
## 2480    5  13  14   5.8329102 0.204870629   0 0.8917125174 0.253770080
## 2481    5  13  14   5.9805823 0.201661825   0 0.8893709096 0.250598740
## 2482    5  13  14   5.9227788 0.203972730   0 0.8815583876 0.251588982
## 2483    5  13  14   5.8518052 0.202389579   0 0.8820900543 0.257097509
## 2484    5  13  14   5.8023620 0.205748707   0 0.8827721364 0.254201927
## 2485    5  13  14   5.9032444 0.202467664   0 0.8822067426 0.253251106
## 2486    5  13  14   5.9385724 0.203977964   0 0.8826988204 0.246676905
## 2487    5  13  14   5.9495081 0.203616068   0 0.8891826796 0.244496533
## 2488    5  13  14   5.9851332 0.201240243   0 0.8908891755 0.243413723
## 2489    5  13  14   6.1417479 0.199729398   0 0.8753799481 0.241296294
## 2490    5  13  14   6.0655561 0.204049427   0 0.8751636700 0.239987016
## 2491    5  13  14   6.0588159 0.201263544   0 0.8874166198 0.242964178
## 2492    5  13  14   6.0594251 0.200291761   0 0.8948994103 0.242648894
## 2493    5  13  14   6.0542902 0.201382125   0 0.9030980862 0.239566160
## 2494    5  13  14   6.0247900 0.203771972   0 0.9069382346 0.237289484
## 2495    5  13  14   6.0947064 0.201573529   0 0.9092301167 0.236294092
## 2496    5  13  14   6.0947064 0.201573529   0 0.9092301167 0.236294092
## 2497    5  13  14   3.3315116 0.782583897   0 0.0660241961 0.424695427
## 2498    5  13  14   3.3315116 0.782583897   0 0.0660241961 0.424695427
## 2499    5  13  14   2.8415948 0.786617171   0 0.0709256794 0.423963400
## 2500    5  13  14   2.9880802 0.779016942   0 0.0670668948 0.499973092
## 2501    5  13  14   4.7464256 0.797971760   0 0.0519106479 0.551242008
## 2502    5  13  14   8.4079381 0.809850312   0 0.0445191711 0.579138203
## 2503    5  13  14  11.3875636 0.839146053   0 0.0476381562 0.556617919
## 2504    5  13  14  13.8318540 0.814940483   0 0.0450886279 0.579455643
## 2505    5  13  14  11.1600921 0.807504912   0 0.0401827456 0.462080843
## 2506    5  13  14  14.3829710 0.792522756   0 0.0438317492 0.514079582
## 2507    5  13  14  16.4115723 0.780861473   0 0.0367957320 0.443897432
## 2508    5  13  14  16.6416754 0.758860549   0 0.0425727372 0.419977339
## 2509    5  13  14  18.5961897 0.714407342   0 0.0536815230 0.372879926
## 2510    5  13  14  19.5407034 0.687634865   0 0.0572570051 0.326821768
## 2511    5  13  14  23.0282101 0.700075398   0 0.0678205060 0.286393642
## 2512    5  13  14  24.1041332 0.657352329   0 0.0751256183 0.251018195
## 2513    5  13  14  28.8811563 0.629131241   0 0.0783893362 0.236216757
## 2514    5  13  14  29.2618385 0.586767512   0 0.0812283248 0.211212233
## 2515    5  13  14  33.2051196 0.504719216   0 0.0871008145 0.226979052
## 2516    5  13  14  38.4113502 0.397890371   0 0.0779314196 0.206745309
## 2517    5  13  14  43.8622314 0.372297932   0 0.0761382413 0.199488093
## 2518    5  13  14  48.0900672 0.364129680   0 0.0764062760 0.182943908
## 2519    5  13  14  53.5074978 0.319249547   0 0.0709101381 0.168764583
## 2520    5  13  14  59.1867300 0.299456365   0 0.0559203549 0.154996218
## 2521    5  13  14  71.4235917 0.261813570   0 0.0647508662 0.129809347
## 2522    5  13  14  80.0692480 0.240844973   0 0.0592675569 0.119752434
## 2523    5  13  14  87.5308352 0.219776175   0 0.0663553338 0.120146832
## 2524    5  13  14  98.6433547 0.183508690   0 0.0507063207 0.113627676
## 2525    5  13  14 106.1346767 0.166905365   0 0.0465223195 0.104231994
## 2526    5  13  14 114.6870241 0.146803083   0 0.0483205992 0.096072169
## 2527    5  13  14 123.0788270 0.143059218   0 0.0518988301 0.092903715
## 2528    5  13  14 128.8497495 0.125618097   0 0.0562548923 0.085534805
## 2529    5  13  14 136.5968758 0.102963691   0 0.0556046721 0.081629169
## 2530    5  13  14 159.9647987 0.094572113   0 0.0519089302 0.079660461
## 2531    5  13  14 157.6351008 0.090593026   0 0.0480550891 0.076638596
## 2532    5  13  14 157.7784266 0.089902723   0 0.0474865324 0.078347947
## 2533    5  13  14 154.3100068 0.089211068   0 0.0456314023 0.077496011
## 2534    5  13  14 162.5095515 0.092081714   0 0.0406571319 0.074733944
## 2535    5  13  14 168.3703149 0.093167275   0 0.0344756556 0.073942312
## 2536    5  13  14 166.2648233 0.094020524   0 0.0333895228 0.073752343
## 2537    5  13  14 169.5509457 0.090431692   0 0.0344081727 0.076421357
## 2538    5  13  14 173.4845261 0.095449045   0 0.0337198488 0.074097504
## 2539    5  13  14 164.6507345 0.090468775   0 0.0345296578 0.072916422
## 2540    5  13  14 180.8190465 0.088171570   0 0.0397303995 0.071625845
## 2541    5  13  14 170.4258783 0.088650125   0 0.0351630496 0.072163704
## 2542    5  13  14 184.0730947 0.085293933   0 0.0297842300 0.073024743
## 2543    5  13  14 181.5642221 0.087866450   0 0.0281570376 0.073042911
## 2544    5  13  14 193.9232588 0.087004004   0 0.0240123389 0.072959331
## 2545    5  13  14 194.7027541 0.089659321   0 0.0223594397 0.071346205
## 2546    5  13  14 188.6479682 0.092625620   0 0.0222272773 0.071078478
## 2547    5  13  14 192.1025487 0.090210365   0 0.0230683561 0.071375853
## 2548    5  13  14 197.9669200 0.088815743   0 0.0190134806 0.070612592
## 2549    5  13  14 197.9669200 0.088815743   0 0.0190134806 0.070612592
## 2550    5  13  14 201.1981087 0.092627433   0 0.0191797191 0.070426589
## 2551    5  13  14 193.9803670 0.098164629   0 0.0179165057 0.069752621
## 2552    5  13  14 208.3017262 0.090330319   0 0.0161092982 0.070312223
## 2553    5  13  14 208.6938788 0.093895065   0 0.0183405732 0.069454264
## 2554    5  13  14 209.6241142 0.094875871   0 0.0174954823 0.069609718
## 2555    5  13  14 222.6139641 0.098160697   0 0.0183434384 0.068981836
## 2556    5  13  14 210.2586850 0.088508719   0 0.0183539096 0.072369584
## 2557    5  13  14 218.8916165 0.097520677   0 0.0157825436 0.068194916
## 2558    5  13  14 219.8342859 0.094867387   0 0.0141437360 0.068986184
## 2559    5  13  14 221.0905726 0.095241925   0 0.0163842572 0.068285557
## 2560    5  13  14 184.4033475 0.094016204   0 0.0143297851 0.073538082
## 2561    5  13  14 188.7524860 0.090375149   0 0.0124421924 0.075196040
## 2562    5  13  14 188.9399666 0.093267784   0 0.0124214619 0.071335747
## 2563    5  13  14 194.2996050 0.097744890   0 0.0111842832 0.071829501
## 2564    5  13  14 193.7670115 0.100376017   0 0.0097206514 0.070038555
## 2565    5  13  14 178.9421384 0.105654658   0 0.0084776340 0.069520759
## 2566    5  13  14 196.1353763 0.101292207   0 0.0093166596 0.071072798
## 2567    5  13  14 195.7524486 0.096679244   0 0.0088390719 0.070920241
## 2568    5  13  14 202.7341802 0.094865012   0 0.0077620306 0.068295408
## 2569    5  13  14 191.5347688 0.098269631   0 0.0083958316 0.069756215
## 2570    5  13  14 195.0352246 0.100216543   0 0.0073062690 0.069395866
## 2571    5  13  14 190.1574852 0.096773495   0 0.0075100305 0.068671427
## 2572    5  13  14 180.1501706 0.098584304   0 0.0071243606 0.069331119
## 2573    5  13  14 185.0366333 0.094259686   0 0.0075936266 0.074140160
## 2574    5  13  14 177.5372623 0.092167873   0 0.0067048065 0.074376049
## 2575    5  13  14 188.0159570 0.098935417   0 0.0076499714 0.075549962
## 2576    5  13  14 176.3906978 0.090763801   0 0.0066934980 0.075796441
## 2577    5  13  14 180.1660526 0.091779055   0 0.0071048737 0.075133848
## 2578    5  13  14 179.4413639 0.083906143   0 0.0075477400 0.077253509
## 2579    5  13  14 189.1640760 0.091948132   0 0.0074645374 0.073724259
## 2580    5  13  14 185.1746753 0.093632118   0 0.0060958747 0.072218335
## 2581    5  13  14 187.1500335 0.090044870   0 0.0053173780 0.073428019
## 2582    5  13  14 183.8485936 0.093755355   0 0.0049852775 0.073345258
## 2583    5  13  14 192.2819790 0.095702519   0 0.0050422586 0.073208775
## 2584    5  13  14 181.9516347 0.095441116   0 0.0056709705 0.073126524
## 2585    5  13  14 183.2321990 0.096160681   0 0.0051794535 0.073608176
## 2586    5  13  14 179.4056385 0.092926099   0 0.0045628413 0.075002331
## 2587    5  13  14 180.8425474 0.100397714   0 0.0048799036 0.071121764
## 2588    5  13  14 180.0853646 0.097669867   0 0.0050932288 0.073654080
## 2589    5  13  14 188.8307167 0.093321196   0 0.0049410476 0.071661553
## 2590    5  13  14 186.6434575 0.091876634   0 0.0057037576 0.071128428
## 2591    5  13  14 179.2592313 0.084989772   0 0.0055587866 0.074557153
## 2592    5  13  14 186.8472205 0.088529831   0 0.0054281265 0.071980368
## 2593    5  13  14 182.1383458 0.085655767   0 0.0052688263 0.073144045
## 2594    5  13  14 177.3891316 0.086135202   0 0.0055305761 0.073642920
## 2595    5  13  14 187.3936366 0.087931285   0 0.0049021693 0.073838155
## 2596    5  13  14 181.3436274 0.087269357   0 0.0050743468 0.075413596
## 2597    5  13  14 179.0651084 0.085364902   0 0.0051013221 0.074195925
## 2598    5  13  14 187.0477369 0.089268558   0 0.0052389508 0.074577212
## 2599    5  13  14 181.6965606 0.084778490   0 0.0051197007 0.078889129
## 2600    5  13  14 181.6965606 0.084778490   0 0.0051197007 0.078889129
## 2601    5  13  14   2.0722686 0.291700344   0 0.3075529632 0.869341913
## 2602    5  13  14   2.0722686 0.291700344   0 0.3075529632 0.869341913
## 2603    5  13  14   2.6307657 0.331990368   0 0.2519589401 0.888767955
## 2604    5  13  14   1.9169470 0.270506661   0 0.2516384728 0.894607908
## 2605    5  13  14   2.7771339 0.180848337   0 0.2262803069 0.894054033
## 2606    5  13  14   3.3021296 0.152226977   0 0.3015649192 0.899274074
## 2607    5  13  14   3.8307179 0.133431150   0 0.3072666513 0.902162151
## 2608    5  13  14   3.8930058 0.131028416   0 0.3077007750 0.897203832
## 2609    5  13  14   3.9961373 0.127177981   0 0.2978540675 0.903808238
## 2610    5  13  14   3.9575682 0.126634419   0 0.3104690497 0.897880929
## 2611    5  13  14   3.9159041 0.128953467   0 0.3047997902 0.896508554
## 2612    5  13  14   3.8005777 0.129413179   0 0.3090371898 0.899848985
## 2613    5  13  14   3.8196110 0.128807050   0 0.2888064277 0.906189069
## 2614    5  13  14   3.9146680 0.127219356   0 0.2726790920 0.900913641
## 2615    5  13  14   3.9676285 0.125970318   0 0.2748813556 0.899174613
## 2616    5  13  14   3.8581158 0.129401554   0 0.2770499859 0.905238478
## 2617    5  13  14   3.7044023 0.132126837   0 0.2890575919 0.905726187
## 2618    5  13  14   3.8114294 0.128996537   0 0.2778542286 0.906690482
## 2619    5  13  14   3.8757654 0.128320199   0 0.2795140984 0.899129496
## 2620    5  13  14   3.7788218 0.132063406   0 0.2474358204 0.904524402
## 2621    5  13  14   3.9278146 0.128107796   0 0.2486653276 0.898188113
## 2622    5  13  14   3.9890019 0.126498945   0 0.2614582013 0.889892210
## 2623    5  13  14   3.8918476 0.127313283   0 0.2481536839 0.910667285
## 2624    5  13  14   3.8555686 0.128333024   0 0.2409106698 0.911881584
## 2625    5  13  14   3.8063671 0.127304902   0 0.2917537246 0.909749710
## 2626    5  13  14   3.8092017 0.127275581   0 0.3224408591 0.907510143
## 2627    5  13  14   3.7684113 0.127079528   0 0.2946815301 0.912498750
## 2628    5  13  14   3.9012714 0.124133912   0 0.3007436118 0.907963414
## 2629    5  13  14   3.8682182 0.124820240   0 0.3065714346 0.906295000
## 2630    5  13  14   3.8959632 0.123259221   0 0.3350705957 0.902489319
## 2631    5  13  14   3.7906828 0.125686975   0 0.3558300815 0.902861305
## 2632    5  13  14   3.7785971 0.126084328   0 0.3611672352 0.900730823
## 2633    5  13  14   3.7875672 0.125178576   0 0.3812385723 0.901031212
## 2634    5  13  14   3.8065000 0.124053568   0 0.3908748751 0.904765033
## 2635    5  13  14   3.7294699 0.125217548   0 0.4052185166 0.909672620
## 2636    5  13  14   3.6476745 0.127513694   0 0.4113020696 0.914056089
## 2637    5  13  14   3.6603868 0.126988274   0 0.4360346810 0.910351922
## 2638    5  13  14   3.7386408 0.124541683   0 0.4303986277 0.908073681
## 2639    5  13  14   3.7080872 0.125669110   0 0.4325928744 0.909288918
## 2640    5  13  14   3.6900877 0.125353351   0 0.4405838510 0.913012196
## 2641    5  13  14   3.7134542 0.124316312   0 0.4398339837 0.913494538
## 2642    5  13  14   3.7202932 0.124172661   0 0.4505390006 0.907288691
## 2643    5  13  14   3.7448153 0.124607186   0 0.4486731214 0.906988050
## 2644    5  13  14   3.7560904 0.124094009   0 0.4417685453 0.905050880
## 2645    5  13  14   3.7931426 0.123827588   0 0.4488263950 0.897724988
## 2646    5  13  14   3.8078355 0.123792505   0 0.4564985610 0.892160529
## 2647    5  13  14   3.7087415 0.125323223   0 0.4623912703 0.902329514
## 2648    5  13  14   3.6533202 0.126204225   0 0.4360729114 0.909611510
## 2649    5  13  14   3.5791916 0.127942021   0 0.4393964261 0.916756706
## 2650    5  13  14   3.6542214 0.125331887   0 0.4144774436 0.922749756
## 2651    5  13  14   3.6399135 0.125315195   0 0.4242248786 0.917038002
## 2652    5  13  14   3.5849986 0.125730312   0 0.4197941911 0.927108066
## 2653    5  13  14   3.5849986 0.125730312   0 0.4197941911 0.927108066
## 2654    5  13  14   3.6472811 0.125648505   0 0.4197161555 0.926443661
## 2655    5  13  14   3.5898892 0.128637694   0 0.4202851319 0.925493205
## 2656    5  13  14   3.5866674 0.129347629   0 0.4123705859 0.924363251
## 2657    5  13  14   3.6126369 0.128193084   0 0.4057813096 0.920553758
## 2658    5  13  14   3.4816171 0.131387820   0 0.4129044916 0.930424282
## 2659    5  13  14   3.6406924 0.127209545   0 0.4133126493 0.919189632
## 2660    5  13  14   3.5097710 0.132219178   0 0.4198659294 0.926429617
## 2661    5  13  14   3.5365747 0.130089329   0 0.3878902499 0.925263246
## 2662    5  13  14   3.6063333 0.128999965   0 0.3849511207 0.914516787
## 2663    5  13  14   3.5951549 0.131172168   0 0.3901611290 0.910921365
## 2664    5  13  14   3.7126130 0.130108356   0 0.3513104111 0.896596443
## 2665    5  13  14   3.7807604 0.127281722   0 0.3519008742 0.898221788
## 2666    5  13  14   3.8624763 0.125377836   0 0.3467877228 0.882511628
## 2667    5  13  14   3.9964693 0.122214500   0 0.3488678063 0.877757307
## 2668    5  13  14   3.8854066 0.125154911   0 0.3454054293 0.876456090
## 2669    5  13  14   3.8415704 0.127989869   0 0.3546829435 0.871587102
## 2670    5  13  14   3.9456014 0.126193345   0 0.3809430087 0.859702670
## 2671    5  13  14   3.9242410 0.126602347   0 0.3814954508 0.867847814
## 2672    5  13  14   4.0166844 0.124080312   0 0.3801607782 0.863962439
## 2673    5  13  14   4.0808576 0.122159994   0 0.3852002906 0.858335040
## 2674    5  13  14   4.0924773 0.123018297   0 0.4062348716 0.848374512
## 2675    5  13  14   3.9110727 0.126274572   0 0.4183761514 0.856333273
## 2676    5  13  14   3.9167391 0.124776844   0 0.4030679390 0.863532828
## 2677    5  13  14   3.9047422 0.126305228   0 0.4391082541 0.859658472
## 2678    5  13  14   3.8424659 0.127935500   0 0.4438058678 0.855298016
## 2679    5  13  14   3.7816210 0.129791338   0 0.5018541449 0.854555982
## 2680    5  13  14   3.8164882 0.128489280   0 0.5290690880 0.847568865
## 2681    5  13  14   3.6916028 0.130665877   0 0.5565748396 0.857040237
## 2682    5  13  14   3.6040282 0.132548138   0 0.5763113186 0.860101784
## 2683    5  13  14   3.6662376 0.129863151   0 0.5614397469 0.862965877
## 2684    5  13  14   3.6014051 0.131644060   0 0.5625037399 0.865032842
## 2685    5  13  14   3.6351842 0.131755939   0 0.5725735535 0.856334795
## 2686    5  13  14   3.5414482 0.132611275   0 0.6062941941 0.876811889
## 2687    5  13  14   3.5405490 0.132353031   0 0.6001838710 0.879686896
## 2688    5  13  14   3.5359166 0.130680682   0 0.6074862685 0.883785424
## 2689    5  13  14   3.5071157 0.132114006   0 0.6103354598 0.879864935
## 2690    5  13  14   3.5057329 0.132367368   0 0.5983599322 0.874168977
## 2691    5  13  14   3.4182924 0.137447240   0 0.5883476285 0.870845941
## 2692    5  13  14   3.3776852 0.137028717   0 0.6030098187 0.877087930
## 2693    5  13  14   3.4230052 0.136570695   0 0.5762726112 0.863320923
## 2694    5  13  14   3.5140775 0.134624321   0 0.5470132475 0.859816279
## 2695    5  13  14   3.4704416 0.136176454   0 0.5285472059 0.858391875
## 2696    5  13  14   3.5138694 0.134496079   0 0.5376880467 0.852927162
## 2697    5  13  14   3.5166343 0.135273766   0 0.5555539056 0.848998341
## 2698    5  13  14   3.5154907 0.135574760   0 0.5551675613 0.847641828
## 2699    5  13  14   3.5273558 0.135524532   0 0.5541497081 0.851259830
## 2700    5  13  14   3.4842580 0.135922645   0 0.5461438504 0.854696035
## 2701    5  13  14   3.5324234 0.134902057   0 0.5352591411 0.847270986
## 2702    5  13  14   3.5092457 0.136838876   0 0.5391837175 0.843194374
##       p_H_cond_S phi_E phi_U phi_S   h_V       gamma   N_0         E_0
## 1     0.25061380  1.09  1.09   0.2 0.125   0.9736223 8e+06 11608.75354
## 2     0.25061380  1.09  1.09   0.2 0.125   0.9736223 8e+06 11608.75354
## 3     0.20086678  1.09  1.09   0.2 0.125   0.9106629 8e+06 11602.10802
## 4     0.17061008  1.09  1.09   0.2 0.125   0.8051304 8e+06 11595.46731
## 5     0.17804552  1.09  1.09   0.2 0.125   1.3655953 8e+06 11785.60238
## 6     0.14679336  1.09  1.09   0.2 0.125   1.2654872 8e+06 11860.15227
## 7     0.13550854  1.09  1.09   0.2 0.125   1.2495942 8e+06 11673.80404
## 8     0.13108245  1.09  1.09   0.2 0.125   1.1197103 8e+06 11743.88143
## 9     0.13139636  1.09  1.09   0.2 0.125   1.2874423 8e+06 11658.33416
## 10    0.13776950  1.09  1.09   0.2 0.125   1.3989199 8e+06 11827.41139
## 11    0.13620732  1.09  1.09   0.2 0.125   1.5069269 8e+06 11482.53020
## 12    0.11036710  1.09  1.09   0.2 0.125   1.0303566 8e+06 11615.58700
## 13    0.11535708  1.09  1.09   0.2 0.125   1.3228735 8e+06 11567.67198
## 14    0.12328477  1.09  1.09   0.2 0.125   1.3034723 8e+06 11701.87380
## 15    0.11554665  1.09  1.09   0.2 0.125   1.0427962 8e+06 11766.85837
## 16    0.13847231  1.09  1.09   0.2 0.125   1.5174025 8e+06 11456.63664
## 17    0.13874844  1.09  1.09   0.2 0.125   1.9695087 8e+06 11571.24328
## 18    0.11820218  1.09  1.09   0.2 0.125   1.8781306 8e+06 11695.20084
## 19    0.12325931  1.09  1.09   0.2 0.125   2.4621205 8e+06 12035.68885
## 20    0.13034870  1.09  1.09   0.2 0.125   2.6119899 8e+06 12008.10388
## 21    0.10715233  1.09  1.09   0.2 0.125   1.7901053 8e+06 12013.44944
## 22    0.09016816  1.09  1.09   0.2 0.125   1.9004852 8e+06 12279.56296
## 23    0.09222858  1.09  1.09   0.2 0.125   2.0006485 8e+06 12476.78927
## 24    0.07352734  1.09  1.09   0.2 0.125   1.5832059 8e+06 12619.24593
## 25    0.07218386  1.09  1.09   0.2 0.125   1.5580622 8e+06 12512.28735
## 26    0.05802350  1.09  1.09   0.2 0.125   1.2538022 8e+06 12646.36267
## 27    0.06717306  1.09  1.09   0.2 0.125   1.6662855 8e+06 12875.85484
## 28    0.06234042  1.09  1.09   0.2 0.125   1.6937294 8e+06 13016.08854
## 29    0.05460466  1.09  1.09   0.2 0.125   1.7435660 8e+06 13018.21160
## 30    0.05676580  1.09  1.09   0.2 0.125   1.4642980 8e+06 13179.55958
## 31    0.05865126  1.09  1.09   0.2 0.125   1.5218106 8e+06 12974.28745
## 32    0.05115295  1.09  1.09   0.2 0.125   0.9630041 8e+06 13194.74649
## 33    0.04641389  1.09  1.09   0.2 0.125   0.9809126 8e+06 13822.73492
## 34    0.04153471  1.09  1.09   0.2 0.125   1.0234166 8e+06 13902.85791
## 35    0.02651376  1.09  1.09   0.2 0.125   0.9915322 8e+06 13858.14469
## 36    0.02829212  1.09  1.09   0.2 0.125   1.1065017 8e+06 13809.35073
## 37    0.02712315  1.09  1.09   0.2 0.125   1.2930181 8e+06 13792.28800
## 38    0.02594137  1.09  1.09   0.2 0.125   1.1657653 8e+06 13854.50474
## 39    0.02666904  1.09  1.09   0.2 0.125   1.1671446 8e+06 13874.57376
## 40    0.02797089  1.09  1.09   0.2 0.125   1.1575947 8e+06 13746.57485
## 41    0.03123447  1.09  1.09   0.2 0.125   1.0571744 8e+06 13749.31742
## 42    0.02554004  1.09  1.09   0.2 0.125   1.1721210 8e+06 13679.59993
## 43    0.02816672  1.09  1.09   0.2 0.125   1.3887912 8e+06 13965.21419
## 44    0.02729201  1.09  1.09   0.2 0.125   1.8713406 8e+06 14096.04158
## 45    0.02341495  1.09  1.09   0.2 0.125   1.7082630 8e+06 13894.17358
## 46    0.02391157  1.09  1.09   0.2 0.125   1.7409632 8e+06 13900.90195
## 47    0.02303761  1.09  1.09   0.2 0.125   1.7615146 8e+06 13930.87827
## 48    0.01864493  1.09  1.09   0.2 0.125   1.6953553 8e+06 13993.71428
## 49    0.01557476  1.09  1.09   0.2 0.125   1.6804392 8e+06 13686.31472
## 50    0.01468427  1.09  1.09   0.2 0.125   1.4507378 8e+06 13672.92384
## 51    0.01465791  1.09  1.09   0.2 0.125   1.4526605 8e+06 13827.04415
## 52    0.01319784  1.09  1.09   0.2 0.125   1.3584459 8e+06 14298.69493
## 53    0.01319784  1.09  1.09   0.2 0.125   1.3584459 8e+06 14298.69493
## 54    0.01428443  1.09  1.09   0.2 0.125   1.1322955 8e+06 14175.85666
## 55    0.01504088  1.09  1.09   0.2 0.125   1.0239611 8e+06 14221.42619
## 56    0.01567205  1.09  1.09   0.2 0.125   1.0454393 8e+06 14764.37409
## 57    0.01662505  1.09  1.09   0.2 0.125   1.1395401 8e+06 15049.17708
## 58    0.01832070  1.09  1.09   0.2 0.125   1.3760000 8e+06 15361.60553
## 59    0.01751457  1.09  1.09   0.2 0.125   1.2309804 8e+06 15218.37347
## 60    0.01355510  1.09  1.09   0.2 0.125   1.4289071 8e+06 15150.16630
## 61    0.01536508  1.09  1.09   0.2 0.125   1.5326782 8e+06 14978.34110
## 62    0.01607988  1.09  1.09   0.2 0.125   1.6469768 8e+06 15228.12403
## 63    0.01644881  1.09  1.09   0.2 0.125   1.6921401 8e+06 14836.15805
## 64    0.01529922  1.09  1.09   0.2 0.125   2.3155747 8e+06 14416.91008
## 65    0.01641201  1.09  1.09   0.2 0.125   2.5185043 8e+06 14377.44902
## 66    0.01684664  1.09  1.09   0.2 0.125   2.4244286 8e+06 14071.55388
## 67    0.01749886  1.09  1.09   0.2 0.125   2.7614890 8e+06 14054.29646
## 68    0.01695265  1.09  1.09   0.2 0.125   3.6386920 8e+06 14102.19626
## 69    0.01726611  1.09  1.09   0.2 0.125   3.9093169 8e+06 14265.82107
## 70    0.01626938  1.09  1.09   0.2 0.125   4.5230518 8e+06 14395.65321
## 71    0.01804920  1.09  1.09   0.2 0.125   3.8481351 8e+06 14226.42664
## 72    0.01750934  1.09  1.09   0.2 0.125   4.1553987 8e+06 14398.23302
## 73    0.01889169  1.09  1.09   0.2 0.125   3.5788809 8e+06 14295.79946
## 74    0.01787431  1.09  1.09   0.2 0.125   3.8179926 8e+06 14567.28668
## 75    0.01764636  1.09  1.09   0.2 0.125   3.8332636 8e+06 14587.04606
## 76    0.01867126  1.09  1.09   0.2 0.125   3.9078183 8e+06 14447.97241
## 77    0.01786281  1.09  1.09   0.2 0.125   3.3119962 8e+06 14223.68514
## 78    0.01830701  1.09  1.09   0.2 0.125   4.0094424 8e+06 14024.93889
## 79    0.01821221  1.09  1.09   0.2 0.125   3.8128744 8e+06 13828.51740
## 80    0.01816963  1.09  1.09   0.2 0.125   3.8174411 8e+06 13967.69331
## 81    0.01821592  1.09  1.09   0.2 0.125   4.1071953 8e+06 14236.86800
## 82    0.01863233  1.09  1.09   0.2 0.125   3.8188759 8e+06 13978.42580
## 83    0.01819918  1.09  1.09   0.2 0.125   3.3061725 8e+06 13952.79340
## 84    0.01724410  1.09  1.09   0.2 0.125   3.5340699 8e+06 14051.34063
## 85    0.01860451  1.09  1.09   0.2 0.125   3.4307358 8e+06 13959.95343
## 86    0.01833856  1.09  1.09   0.2 0.125   3.6860861 8e+06 14079.09770
## 87    0.01803019  1.09  1.09   0.2 0.125   3.9821602 8e+06 14091.38278
## 88    0.01761243  1.09  1.09   0.2 0.125   3.9730164 8e+06 14233.42964
## 89    0.01757728  1.09  1.09   0.2 0.125   4.0796374 8e+06 14281.92367
## 90    0.01761134  1.09  1.09   0.2 0.125   4.0773420 8e+06 14181.46201
## 91    0.01811683  1.09  1.09   0.2 0.125   4.5956104 8e+06 14414.40703
## 92    0.01923970  1.09  1.09   0.2 0.125   5.0108315 8e+06 14599.02189
## 93    0.01776102  1.09  1.09   0.2 0.125   4.1475259 8e+06 14620.87494
## 94    0.01810440  1.09  1.09   0.2 0.125   4.1536029 8e+06 14754.92954
## 95    0.01794268  1.09  1.09   0.2 0.125   3.9411349 8e+06 14572.70081
## 96    0.01929191  1.09  1.09   0.2 0.125   4.0534708 8e+06 14599.00067
## 97    0.01908949  1.09  1.09   0.2 0.125   4.0128787 8e+06 14756.47508
## 98    0.01972739  1.09  1.09   0.2 0.125   3.9246558 8e+06 14538.11496
## 99    0.02051291  1.09  1.09   0.2 0.125   3.8624092 8e+06 14437.73752
## 100   0.01976753  1.09  1.09   0.2 0.125   3.8563587 8e+06 14462.60608
## 101   0.02075656  1.09  1.09   0.2 0.125   3.9276732 8e+06 14556.80478
## 102   0.02102009  1.09  1.09   0.2 0.125   3.7858088 8e+06 14585.40194
## 103   0.02104889  1.09  1.09   0.2 0.125   3.8685472 8e+06 14438.59055
## 104   0.02104889  1.09  1.09   0.2 0.125   3.8685472 8e+06 14438.59055
## 105   0.15801227  1.09  1.09   0.2 0.125   0.3646983 8e+06  7270.03915
## 106   0.15801227  1.09  1.09   0.2 0.125   0.3646983 8e+06  7270.03915
## 107   0.09404193  1.09  1.09   0.2 0.125   0.3019537 8e+06  7340.49670
## 108   0.07421484  1.09  1.09   0.2 0.125   0.2891442 8e+06  7338.92249
## 109   0.12466817  1.09  1.09   0.2 0.125   0.3481691 8e+06  7272.45990
## 110   0.10160466  1.09  1.09   0.2 0.125   0.3863689 8e+06  7154.87079
## 111   0.12029634  1.09  1.09   0.2 0.125   0.4024121 8e+06  6973.14650
## 112   0.07984871  1.09  1.09   0.2 0.125   0.6159516 8e+06  7283.31432
## 113   0.06327892  1.09  1.09   0.2 0.125   0.6274370 8e+06  7317.74662
## 114   0.05874429  1.09  1.09   0.2 0.125   0.6736939 8e+06  7352.36434
## 115   0.05101710  1.09  1.09   0.2 0.125   0.8012529 8e+06  7377.01928
## 116   0.04702560  1.09  1.09   0.2 0.125   0.8695805 8e+06  7329.84549
## 117   0.04078017  1.09  1.09   0.2 0.125   0.9719968 8e+06  7309.31092
## 118   0.03786083  1.09  1.09   0.2 0.125   1.1736192 8e+06  7370.83264
## 119   0.03351381  1.09  1.09   0.2 0.125   1.1379991 8e+06  7594.54037
## 120   0.03318320  1.09  1.09   0.2 0.125   1.1936356 8e+06  7643.58275
## 121   0.03699163  1.09  1.09   0.2 0.125   1.2972823 8e+06  7670.36672
## 122   0.03759334  1.09  1.09   0.2 0.125   1.5185689 8e+06  7822.30643
## 123   0.03474956  1.09  1.09   0.2 0.125   1.6589270 8e+06  7830.94317
## 124   0.03566797  1.09  1.09   0.2 0.125   1.6460443 8e+06  7929.18774
## 125   0.03873560  1.09  1.09   0.2 0.125   1.5006296 8e+06  7597.03680
## 126   0.03798111  1.09  1.09   0.2 0.125   1.7229944 8e+06  7819.20244
## 127   0.04075342  1.09  1.09   0.2 0.125   1.7045158 8e+06  7999.61305
## 128   0.04139096  1.09  1.09   0.2 0.125   1.5437737 8e+06  7816.48812
## 129   0.03921141  1.09  1.09   0.2 0.125   1.7284774 8e+06  7972.07112
## 130   0.03977789  1.09  1.09   0.2 0.125   2.0163201 8e+06  7855.21083
## 131   0.03767670  1.09  1.09   0.2 0.125   1.7245939 8e+06  7910.74147
## 132   0.04023735  1.09  1.09   0.2 0.125   1.8492830 8e+06  7898.60974
## 133   0.03732762  1.09  1.09   0.2 0.125   2.0296051 8e+06  7944.39668
## 134   0.03606371  1.09  1.09   0.2 0.125   2.2322455 8e+06  8013.60505
## 135   0.03957646  1.09  1.09   0.2 0.125   2.3471364 8e+06  8060.34788
## 136   0.03873997  1.09  1.09   0.2 0.125   2.5219104 8e+06  8115.30298
## 137   0.04221605  1.09  1.09   0.2 0.125   2.1844701 8e+06  7898.43372
## 138   0.04185100  1.09  1.09   0.2 0.125   2.0441844 8e+06  7764.89631
## 139   0.04118855  1.09  1.09   0.2 0.125   2.1777822 8e+06  7839.41069
## 140   0.04141506  1.09  1.09   0.2 0.125   2.2702828 8e+06  7889.75057
## 141   0.04160929  1.09  1.09   0.2 0.125   2.4303431 8e+06  7922.83417
## 142   0.04436839  1.09  1.09   0.2 0.125   2.5868206 8e+06  7915.02378
## 143   0.05034771  1.09  1.09   0.2 0.125   2.3294903 8e+06  7670.03728
## 144   0.05191006  1.09  1.09   0.2 0.125   2.4582428 8e+06  7640.68398
## 145   0.04983078  1.09  1.09   0.2 0.125   2.1208284 8e+06  7702.82444
## 146   0.05049901  1.09  1.09   0.2 0.125   2.0920409 8e+06  7649.25756
## 147   0.05589529  1.09  1.09   0.2 0.125   2.0867738 8e+06  7567.50706
## 148   0.05910303  1.09  1.09   0.2 0.125   2.2471121 8e+06  7552.63628
## 149   0.06555593  1.09  1.09   0.2 0.125   2.1347993 8e+06  7475.73902
## 150   0.06801287  1.09  1.09   0.2 0.125   2.3252649 8e+06  7508.50916
## 151   0.06660201  1.09  1.09   0.2 0.125   2.3064447 8e+06  7489.48503
## 152   0.07235839  1.09  1.09   0.2 0.125   2.4446830 8e+06  7539.70448
## 153   0.07472500  1.09  1.09   0.2 0.125   2.4983079 8e+06  7555.17532
## 154   0.07730021  1.09  1.09   0.2 0.125   2.4135683 8e+06  7614.27776
## 155   0.08274516  1.09  1.09   0.2 0.125   2.3416961 8e+06  7640.13330
## 156   0.08154049  1.09  1.09   0.2 0.125   2.4119873 8e+06  7778.24254
## 157   0.08154049  1.09  1.09   0.2 0.125   2.4119873 8e+06  7778.24254
## 158   0.08555984  1.09  1.09   0.2 0.125   2.3947964 8e+06  7816.94118
## 159   0.08750330  1.09  1.09   0.2 0.125   2.4524706 8e+06  7812.37254
## 160   0.08880091  1.09  1.09   0.2 0.125   2.4999064 8e+06  7799.86372
## 161   0.08606564  1.09  1.09   0.2 0.125   2.5384627 8e+06  7859.77879
## 162   0.08611147  1.09  1.09   0.2 0.125   3.0101971 8e+06  7953.28818
## 163   0.10425793  1.09  1.09   0.2 0.125   3.4494848 8e+06  8002.53821
## 164   0.09029574  1.09  1.09   0.2 0.125   3.5925142 8e+06  7938.06264
## 165   0.08580884  1.09  1.09   0.2 0.125   3.3030643 8e+06  8117.82880
## 166   0.08893635  1.09  1.09   0.2 0.125   2.8482201 8e+06  8057.24491
## 167   0.09052764  1.09  1.09   0.2 0.125   3.1886042 8e+06  8109.80382
## 168   0.08762652  1.09  1.09   0.2 0.125   3.9331128 8e+06  8210.80323
## 169   0.09610739  1.09  1.09   0.2 0.125   3.2054120 8e+06  8076.91627
## 170   0.09538868  1.09  1.09   0.2 0.125   4.3488452 8e+06  8227.28164
## 171   0.09381606  1.09  1.09   0.2 0.125   5.4030886 8e+06  8413.15561
## 172   0.09283098  1.09  1.09   0.2 0.125   6.0285409 8e+06  8481.00080
## 173   0.08882122  1.09  1.09   0.2 0.125   6.2223282 8e+06  8518.04716
## 174   0.08688764  1.09  1.09   0.2 0.125   7.7130614 8e+06  8614.40015
## 175   0.09089189  1.09  1.09   0.2 0.125   9.4122709 8e+06  8762.98374
## 176   0.08531437  1.09  1.09   0.2 0.125  11.0690923 8e+06  8858.39216
## 177   0.08713560  1.09  1.09   0.2 0.125  11.7760965 8e+06  8883.02515
## 178   0.08783020  1.09  1.09   0.2 0.125  11.0994763 8e+06  8945.49652
## 179   0.08874172  1.09  1.09   0.2 0.125  10.4198683 8e+06  8921.64013
## 180   0.09286920  1.09  1.09   0.2 0.125  10.6784405 8e+06  8959.57170
## 181   0.09258888  1.09  1.09   0.2 0.125  11.8413668 8e+06  8957.99094
## 182   0.09005899  1.09  1.09   0.2 0.125  12.1892516 8e+06  9063.00878
## 183   0.09899614  1.09  1.09   0.2 0.125  12.3138492 8e+06  9085.16969
## 184   0.10017167  1.09  1.09   0.2 0.125  11.4310163 8e+06  8972.32320
## 185   0.09806001  1.09  1.09   0.2 0.125   9.8030313 8e+06  8785.25702
## 186   0.09855029  1.09  1.09   0.2 0.125   9.8950235 8e+06  8842.69670
## 187   0.10045892  1.09  1.09   0.2 0.125   8.7484373 8e+06  8864.57279
## 188   0.10336509  1.09  1.09   0.2 0.125   8.5112130 8e+06  8836.76597
## 189   0.10308855  1.09  1.09   0.2 0.125   8.4296461 8e+06  8957.97000
## 190   0.09783787  1.09  1.09   0.2 0.125   8.7859610 8e+06  9091.83698
## 191   0.09723624  1.09  1.09   0.2 0.125   9.4529839 8e+06  9138.97094
## 192   0.09915059  1.09  1.09   0.2 0.125  10.1540886 8e+06  9272.38166
## 193   0.10232004  1.09  1.09   0.2 0.125  10.9874867 8e+06  9365.96295
## 194   0.10153399  1.09  1.09   0.2 0.125  12.0843611 8e+06  9145.93095
## 195   0.10119045  1.09  1.09   0.2 0.125  12.6072145 8e+06  9198.14074
## 196   0.09998696  1.09  1.09   0.2 0.125  14.0701450 8e+06  9304.84004
## 197   0.10134477  1.09  1.09   0.2 0.125  14.3384751 8e+06  9307.48177
## 198   0.10091761  1.09  1.09   0.2 0.125  13.9506684 8e+06  9356.71583
## 199   0.09999409  1.09  1.09   0.2 0.125  13.4585035 8e+06  9430.02226
## 200   0.09730079  1.09  1.09   0.2 0.125  12.7737693 8e+06  9484.32700
## 201   0.09827216  1.09  1.09   0.2 0.125  12.7289491 8e+06  9511.05477
## 202   0.10076895  1.09  1.09   0.2 0.125  12.4197103 8e+06  9585.55354
## 203   0.09939346  1.09  1.09   0.2 0.125  12.3796696 8e+06  9702.04866
## 204   0.10510494  1.09  1.09   0.2 0.125  13.5026673 8e+06  9535.93581
## 205   0.10845956  1.09  1.09   0.2 0.125  11.6791061 8e+06  9417.06561
## 206   0.10462123  1.09  1.09   0.2 0.125  11.8984936 8e+06  9419.08077
## 207   0.10247108  1.09  1.09   0.2 0.125  11.0355155 8e+06  9648.82752
## 208   0.10247108  1.09  1.09   0.2 0.125  11.0355155 8e+06  9648.82752
## 209   0.18802375  1.09  1.09   0.2 0.125   0.4741656 8e+06 10973.77463
## 210   0.18802375  1.09  1.09   0.2 0.125   0.4741656 8e+06 10973.77463
## 211   0.18772650  1.09  1.09   0.2 0.125   0.4428552 8e+06 10764.44672
## 212   0.20756196  1.09  1.09   0.2 0.125   0.6539657 8e+06 10873.21844
## 213   0.16381211  1.09  1.09   0.2 0.125   0.3971104 8e+06 10978.64425
## 214   0.13131680  1.09  1.09   0.2 0.125   0.4413005 8e+06 11056.79429
## 215   0.13851534  1.09  1.09   0.2 0.125   0.3723677 8e+06 11152.91288
## 216   0.10423810  1.09  1.09   0.2 0.125   0.4546540 8e+06 11297.30299
## 217   0.08671244  1.09  1.09   0.2 0.125   0.6193903 8e+06 11700.36192
## 218   0.08056048  1.09  1.09   0.2 0.125   0.6253131 8e+06 11594.73053
## 219   0.08265434  1.09  1.09   0.2 0.125   0.6029770 8e+06 11671.43216
## 220   0.08326822  1.09  1.09   0.2 0.125   0.6295618 8e+06 11793.93286
## 221   0.07481824  1.09  1.09   0.2 0.125   0.7566971 8e+06 11787.26609
## 222   0.06729496  1.09  1.09   0.2 0.125   0.7359768 8e+06 11736.75811
## 223   0.06372760  1.09  1.09   0.2 0.125   0.7339082 8e+06 11671.63546
## 224   0.06651446  1.09  1.09   0.2 0.125   0.6794738 8e+06 11775.81696
## 225   0.06643929  1.09  1.09   0.2 0.125   0.6886129 8e+06 11864.02505
## 226   0.06166994  1.09  1.09   0.2 0.125   0.7174852 8e+06 12348.91189
## 227   0.05861786  1.09  1.09   0.2 0.125   0.7243661 8e+06 12590.03669
## 228   0.06164158  1.09  1.09   0.2 0.125   0.6743868 8e+06 12612.08625
## 229   0.06045458  1.09  1.09   0.2 0.125   0.7000227 8e+06 12707.16883
## 230   0.06050459  1.09  1.09   0.2 0.125   0.7518900 8e+06 12670.69443
## 231   0.05574853  1.09  1.09   0.2 0.125   0.7974482 8e+06 12454.50045
## 232   0.05986124  1.09  1.09   0.2 0.125   0.5798608 8e+06 12614.14734
## 233   0.05998024  1.09  1.09   0.2 0.125   0.5919867 8e+06 12701.07351
## 234   0.06681121  1.09  1.09   0.2 0.125   0.5931722 8e+06 12782.88850
## 235   0.06189545  1.09  1.09   0.2 0.125   0.7528906 8e+06 12661.32896
## 236   0.06517571  1.09  1.09   0.2 0.125   0.7906002 8e+06 12553.29006
## 237   0.06481113  1.09  1.09   0.2 0.125   0.8855044 8e+06 12466.63958
## 238   0.06835330  1.09  1.09   0.2 0.125   0.9289068 8e+06 12456.41495
## 239   0.06197467  1.09  1.09   0.2 0.125   0.9330602 8e+06 12609.60434
## 240   0.06275449  1.09  1.09   0.2 0.125   0.9045399 8e+06 12621.37971
## 241   0.06808584  1.09  1.09   0.2 0.125   1.0604068 8e+06 12636.70858
## 242   0.08691478  1.09  1.09   0.2 0.125   1.2415017 8e+06 12771.69728
## 243   0.09263874  1.09  1.09   0.2 0.125   1.2714243 8e+06 12830.93922
## 244   0.10016963  1.09  1.09   0.2 0.125   1.2335868 8e+06 12919.46734
## 245   0.10620137  1.09  1.09   0.2 0.125   1.3821297 8e+06 13147.74623
## 246   0.10474029  1.09  1.09   0.2 0.125   1.4362167 8e+06 13150.11195
## 247   0.10535971  1.09  1.09   0.2 0.125   1.4902815 8e+06 13139.37785
## 248   0.10317656  1.09  1.09   0.2 0.125   1.5406279 8e+06 13181.48010
## 249   0.10017385  1.09  1.09   0.2 0.125   1.5622038 8e+06 13219.89598
## 250   0.10288123  1.09  1.09   0.2 0.125   1.5563740 8e+06 13287.59456
## 251   0.10190608  1.09  1.09   0.2 0.125   1.5709666 8e+06 13411.27396
## 252   0.10657610  1.09  1.09   0.2 0.125   1.6138079 8e+06 13450.34374
## 253   0.10645599  1.09  1.09   0.2 0.125   1.6696347 8e+06 13444.86179
## 254   0.11070545  1.09  1.09   0.2 0.125   1.4939395 8e+06 13574.58213
## 255   0.10838733  1.09  1.09   0.2 0.125   1.4959921 8e+06 13869.93661
## 256   0.10472359  1.09  1.09   0.2 0.125   1.5067499 8e+06 13931.08213
## 257   0.10127059  1.09  1.09   0.2 0.125   1.6501650 8e+06 13964.83024
## 258   0.10721802  1.09  1.09   0.2 0.125   1.6244578 8e+06 13874.21521
## 259   0.10706643  1.09  1.09   0.2 0.125   1.5806731 8e+06 13878.84843
## 260   0.10547480  1.09  1.09   0.2 0.125   1.6777181 8e+06 14054.47093
## 261   0.10547480  1.09  1.09   0.2 0.125   1.6777181 8e+06 14054.47093
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## 293   0.11302910  1.09  1.09   0.2 0.125   5.6591503 8e+06 17730.29741
## 294   0.11351225  1.09  1.09   0.2 0.125   5.8004423 8e+06 17933.33409
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## 296   0.11281674  1.09  1.09   0.2 0.125   6.3554032 8e+06 18348.00887
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## 298   0.11613196  1.09  1.09   0.2 0.125   7.6243661 8e+06 18705.71087
## 299   0.11539417  1.09  1.09   0.2 0.125   7.8756914 8e+06 18881.49177
## 300   0.11375651  1.09  1.09   0.2 0.125   7.7237887 8e+06 19047.03366
## 301   0.11288515  1.09  1.09   0.2 0.125   7.6159536 8e+06 19200.69796
## 302   0.11459784  1.09  1.09   0.2 0.125   8.5499586 8e+06 19260.65590
## 303   0.11456421  1.09  1.09   0.2 0.125   8.1283177 8e+06 19395.72800
## 304   0.11774120  1.09  1.09   0.2 0.125   8.0685498 8e+06 19403.35693
## 305   0.11709191  1.09  1.09   0.2 0.125   8.2372092 8e+06 19434.00150
## 306   0.11779118  1.09  1.09   0.2 0.125   7.8426387 8e+06 19563.49231
## 307   0.11836342  1.09  1.09   0.2 0.125   7.8080424 8e+06 19686.59361
## 308   0.11844794  1.09  1.09   0.2 0.125   7.9854842 8e+06 19657.19021
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## 310   0.11643259  1.09  1.09   0.2 0.125   7.5457575 8e+06 19913.22570
## 311   0.11753081  1.09  1.09   0.2 0.125   7.6263094 8e+06 20111.47915
## 312   0.11753081  1.09  1.09   0.2 0.125   7.6263094 8e+06 20111.47915
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## 314   0.24160747  1.09  1.09   0.2 0.125   0.3562796 8e+06 18449.03474
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## 316   0.24229695  1.09  1.09   0.2 0.125   0.2761247 8e+06 19148.83294
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## 322   0.13676043  1.09  1.09   0.2 0.125   0.5674433 8e+06 19366.82352
## 323   0.13121869  1.09  1.09   0.2 0.125   0.6624919 8e+06 19422.74952
## 324   0.13188757  1.09  1.09   0.2 0.125   0.7931995 8e+06 19461.67549
## 325   0.12964800  1.09  1.09   0.2 0.125   0.9848152 8e+06 19495.10812
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## 330   0.13500668  1.09  1.09   0.2 0.125   1.5156461 8e+06 20156.10175
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## 450   0.49670433  1.09  1.09   0.2 0.125   1.1705896 8e+06  9043.21718
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## 459   0.52086288  1.09  1.09   0.2 0.125   1.0610259 8e+06  9536.76580
## 460   0.51211578  1.09  1.09   0.2 0.125   1.1839050 8e+06  9617.43855
## 461   0.49580265  1.09  1.09   0.2 0.125   1.1065528 8e+06  9759.82233
## 462   0.49881825  1.09  1.09   0.2 0.125   1.2131816 8e+06  9818.59502
## 463   0.50231333  1.09  1.09   0.2 0.125   1.3046317 8e+06  9755.30676
## 464   0.51000520  1.09  1.09   0.2 0.125   1.3270750 8e+06  9850.89314
## 465   0.49553702  1.09  1.09   0.2 0.125   1.2384663 8e+06  9721.88553
## 466   0.51024062  1.09  1.09   0.2 0.125   1.3140550 8e+06  9815.02552
## 467   0.49279090  1.09  1.09   0.2 0.125   1.3292721 8e+06  9882.54434
## 468   0.49594233  1.09  1.09   0.2 0.125   1.2644351 8e+06  9893.35227
## 469   0.49594233  1.09  1.09   0.2 0.125   1.2644351 8e+06  9893.35227
## 470   0.53257510  1.09  1.09   0.2 0.125   1.2592981 8e+06  9980.97940
## 471   0.52339774  1.09  1.09   0.2 0.125   1.2013206 8e+06 10137.43847
## 472   0.55580353  1.09  1.09   0.2 0.125   1.1844945 8e+06 10127.71110
## 473   0.53922284  1.09  1.09   0.2 0.125   1.5779775 8e+06 10362.74491
## 474   0.53117496  1.09  1.09   0.2 0.125   1.5091641 8e+06 10470.25069
## 475   0.54273180  1.09  1.09   0.2 0.125   2.1445677 8e+06 10456.70214
## 476   0.57784948  1.09  1.09   0.2 0.125   3.2741190 8e+06 10643.86954
## 477   0.54989664  1.09  1.09   0.2 0.125   1.8214556 8e+06 10534.03920
## 478   0.57316710  1.09  1.09   0.2 0.125   1.1742538 8e+06 10663.84622
## 479   0.54139858  1.09  1.09   0.2 0.125   2.7137246 8e+06 10742.52286
## 480   0.51173765  1.09  1.09   0.2 0.125   2.2177780 8e+06 10878.41047
## 481   0.50237569  1.09  1.09   0.2 0.125   3.0520400 8e+06 11167.35454
## 482   0.50231076  1.09  1.09   0.2 0.125   3.6280163 8e+06 11075.77139
## 483   0.50285435  1.09  1.09   0.2 0.125   3.7593665 8e+06 11041.37346
## 484   0.51859654  1.09  1.09   0.2 0.125   3.9624594 8e+06 11005.49776
## 485   0.50508312  1.09  1.09   0.2 0.125   3.7524719 8e+06 11105.35056
## 486   0.52574383  1.09  1.09   0.2 0.125   4.3823309 8e+06 11144.78642
## 487   0.54406099  1.09  1.09   0.2 0.125   3.5202819 8e+06 11592.92634
## 488   0.55323747  1.09  1.09   0.2 0.125   3.5761528 8e+06 11629.47949
## 489   0.57411884  1.09  1.09   0.2 0.125   3.9601872 8e+06 11743.77050
## 490   0.54234219  1.09  1.09   0.2 0.125   3.8401140 8e+06 11826.69425
## 491   0.53582045  1.09  1.09   0.2 0.125   3.9342806 8e+06 11967.63158
## 492   0.52800910  1.09  1.09   0.2 0.125   3.8849932 8e+06 11950.46285
## 493   0.51628640  1.09  1.09   0.2 0.125   4.3305768 8e+06 12131.15472
## 494   0.53801777  1.09  1.09   0.2 0.125   5.0852151 8e+06 12485.36294
## 495   0.53774922  1.09  1.09   0.2 0.125   5.5426654 8e+06 12723.61865
## 496   0.57513183  1.09  1.09   0.2 0.125   5.3864014 8e+06 13014.04525
## 497   0.56735076  1.09  1.09   0.2 0.125   6.0749435 8e+06 12916.12130
## 498   0.58956302  1.09  1.09   0.2 0.125   7.1002946 8e+06 13187.49911
## 499   0.58499005  1.09  1.09   0.2 0.125   7.2456879 8e+06 13215.37939
## 500   0.56814202  1.09  1.09   0.2 0.125   6.5993624 8e+06 13097.84231
## 501   0.55033515  1.09  1.09   0.2 0.125   6.7832752 8e+06 13139.17156
## 502   0.56168019  1.09  1.09   0.2 0.125   7.3115218 8e+06 13153.29278
## 503   0.57036713  1.09  1.09   0.2 0.125   7.6455889 8e+06 13309.95782
## 504   0.59819792  1.09  1.09   0.2 0.125   6.8040346 8e+06 13187.16276
## 505   0.59398323  1.09  1.09   0.2 0.125   6.9463154 8e+06 13306.65181
## 506   0.59057954  1.09  1.09   0.2 0.125   7.4282085 8e+06 13254.92832
## 507   0.59220830  1.09  1.09   0.2 0.125   7.4801230 8e+06 13613.34656
## 508   0.58956538  1.09  1.09   0.2 0.125   7.3888166 8e+06 13683.80445
## 509   0.57934688  1.09  1.09   0.2 0.125   6.9587065 8e+06 13560.63289
## 510   0.58226550  1.09  1.09   0.2 0.125   6.8280245 8e+06 13651.40649
## 511   0.58771894  1.09  1.09   0.2 0.125   6.8675526 8e+06 13839.12594
## 512   0.59317474  1.09  1.09   0.2 0.125   6.5389069 8e+06 13955.10571
## 513   0.59994369  1.09  1.09   0.2 0.125   6.5056211 8e+06 14013.85310
## 514   0.60891990  1.09  1.09   0.2 0.125   6.1866789 8e+06 13994.71008
## 515   0.60926174  1.09  1.09   0.2 0.125   5.4914680 8e+06 14177.04748
## 516   0.60010155  1.09  1.09   0.2 0.125   5.2740555 8e+06 14339.84255
## 517   0.59780054  1.09  1.09   0.2 0.125   4.9889283 8e+06 14414.56820
## 518   0.58626123  1.09  1.09   0.2 0.125   4.8454690 8e+06 14531.35347
## 519   0.59219261  1.09  1.09   0.2 0.125   4.7669082 8e+06 14547.10302
## 520   0.59219261  1.09  1.09   0.2 0.125   4.7669082 8e+06 14547.10302
## 521   0.13208149  1.09  1.09   0.2 0.125   0.9234459 8e+06  6240.54942
## 522   0.13208149  1.09  1.09   0.2 0.125   0.9234459 8e+06  6240.54942
## 523   0.12166579  1.09  1.09   0.2 0.125   1.0714595 8e+06  6293.12699
## 524   0.09200159  1.09  1.09   0.2 0.125   1.0762891 8e+06  6682.79303
## 525   0.11136002  1.09  1.09   0.2 0.125   0.9923407 8e+06  6637.39896
## 526   0.12026366  1.09  1.09   0.2 0.125   0.7733995 8e+06  6759.63628
## 527   0.17075441  1.09  1.09   0.2 0.125   1.0134237 8e+06  6779.06389
## 528   0.14568941  1.09  1.09   0.2 0.125   1.2439297 8e+06  6688.79664
## 529   0.13283636  1.09  1.09   0.2 0.125   1.2432535 8e+06  6714.84598
## 530   0.12057649  1.09  1.09   0.2 0.125   1.7703355 8e+06  6672.68532
## 531   0.13092935  1.09  1.09   0.2 0.125   1.8416539 8e+06  6719.93403
## 532   0.12656985  1.09  1.09   0.2 0.125   1.7876105 8e+06  6704.15812
## 533   0.14705871  1.09  1.09   0.2 0.125   1.6397151 8e+06  6638.50356
## 534   0.17403839  1.09  1.09   0.2 0.125   1.7025599 8e+06  6630.36297
## 535   0.19337359  1.09  1.09   0.2 0.125   1.8097358 8e+06  6524.88069
## 536   0.22546271  1.09  1.09   0.2 0.125   1.9717548 8e+06  6372.97731
## 537   0.28174970  1.09  1.09   0.2 0.125   2.0348730 8e+06  6358.79149
## 538   0.34477665  1.09  1.09   0.2 0.125   2.1703580 8e+06  6756.01672
## 539   0.35061056  1.09  1.09   0.2 0.125   2.1032639 8e+06  6834.87077
## 540   0.40332654  1.09  1.09   0.2 0.125   1.9874474 8e+06  6666.04976
## 541   0.43996438  1.09  1.09   0.2 0.125   1.8637090 8e+06  6518.69874
## 542   0.44017838  1.09  1.09   0.2 0.125   1.8181070 8e+06  6539.15877
## 543   0.44287369  1.09  1.09   0.2 0.125   1.7019162 8e+06  6606.73139
## 544   0.46393380  1.09  1.09   0.2 0.125   1.9212327 8e+06  6483.06417
## 545   0.47082640  1.09  1.09   0.2 0.125   2.1635571 8e+06  6509.07720
## 546   0.45568283  1.09  1.09   0.2 0.125   2.3171438 8e+06  6612.39305
## 547   0.46585247  1.09  1.09   0.2 0.125   1.7206621 8e+06  6614.93517
## 548   0.46259000  1.09  1.09   0.2 0.125   2.1421911 8e+06  6524.23842
## 549   0.45471216  1.09  1.09   0.2 0.125   2.2527382 8e+06  6534.38939
## 550   0.46874190  1.09  1.09   0.2 0.125   2.2715031 8e+06  6514.21080
## 551   0.47138471  1.09  1.09   0.2 0.125   2.5645559 8e+06  6588.73483
## 552   0.47638596  1.09  1.09   0.2 0.125   2.3620024 8e+06  6617.32393
## 553   0.48946500  1.09  1.09   0.2 0.125   2.3540746 8e+06  6666.43662
## 554   0.50681015  1.09  1.09   0.2 0.125   2.0538504 8e+06  6693.75773
## 555   0.51550592  1.09  1.09   0.2 0.125   2.1607218 8e+06  6654.20694
## 556   0.53676126  1.09  1.09   0.2 0.125   2.1645371 8e+06  6629.04081
## 557   0.53188899  1.09  1.09   0.2 0.125   2.2773386 8e+06  6607.03434
## 558   0.54144826  1.09  1.09   0.2 0.125   2.3240479 8e+06  6583.41567
## 559   0.52206153  1.09  1.09   0.2 0.125   2.2622564 8e+06  6686.57600
## 560   0.51753721  1.09  1.09   0.2 0.125   2.2757801 8e+06  6727.48702
## 561   0.51210581  1.09  1.09   0.2 0.125   2.1787034 8e+06  6810.92072
## 562   0.50756205  1.09  1.09   0.2 0.125   2.2584386 8e+06  6810.95157
## 563   0.50949579  1.09  1.09   0.2 0.125   2.3782026 8e+06  6881.58769
## 564   0.49140841  1.09  1.09   0.2 0.125   2.3234950 8e+06  6865.60492
## 565   0.49450758  1.09  1.09   0.2 0.125   2.5124485 8e+06  6813.78208
## 566   0.48449624  1.09  1.09   0.2 0.125   2.4345088 8e+06  6986.58072
## 567   0.49243027  1.09  1.09   0.2 0.125   2.1285383 8e+06  7001.75765
## 568   0.51107701  1.09  1.09   0.2 0.125   2.3831990 8e+06  7145.87794
## 569   0.52059218  1.09  1.09   0.2 0.125   2.2159697 8e+06  7071.90210
## 570   0.52836724  1.09  1.09   0.2 0.125   2.4204761 8e+06  7412.79997
## 571   0.54655433  1.09  1.09   0.2 0.125   2.5705751 8e+06  7611.91682
## 572   0.54946967  1.09  1.09   0.2 0.125   2.7236884 8e+06  7737.97263
## 573   0.54946967  1.09  1.09   0.2 0.125   2.7236884 8e+06  7737.97263
## 574   0.57665508  1.09  1.09   0.2 0.125   2.7815817 8e+06  7782.25611
## 575   0.58997629  1.09  1.09   0.2 0.125   2.7696407 8e+06  7794.69873
## 576   0.57703881  1.09  1.09   0.2 0.125   2.5694050 8e+06  7741.58849
## 577   0.54987155  1.09  1.09   0.2 0.125   2.4592455 8e+06  7779.10764
## 578   0.55078219  1.09  1.09   0.2 0.125   1.9210598 8e+06  7702.64048
## 579   0.55035378  1.09  1.09   0.2 0.125   2.2180118 8e+06  7841.53625
## 580   0.57515914  1.09  1.09   0.2 0.125   2.0164348 8e+06  7916.17804
## 581   0.56021779  1.09  1.09   0.2 0.125   2.0891383 8e+06  7858.16663
## 582   0.58766021  1.09  1.09   0.2 0.125   1.7138658 8e+06  8101.93172
## 583   0.58307032  1.09  1.09   0.2 0.125   1.8293072 8e+06  8184.37517
## 584   0.56812310  1.09  1.09   0.2 0.125   1.6546664 8e+06  7954.87382
## 585   0.55952709  1.09  1.09   0.2 0.125   1.6970469 8e+06  7970.10164
## 586   0.56406813  1.09  1.09   0.2 0.125   1.7866017 8e+06  7961.73833
## 587   0.56748015  1.09  1.09   0.2 0.125   1.7931821 8e+06  7925.65423
## 588   0.54962366  1.09  1.09   0.2 0.125   1.8733965 8e+06  7943.88249
## 589   0.55101258  1.09  1.09   0.2 0.125   1.7534334 8e+06  7846.43624
## 590   0.56348322  1.09  1.09   0.2 0.125   1.8266101 8e+06  7765.11359
## 591   0.57575908  1.09  1.09   0.2 0.125   1.8881563 8e+06  7711.40142
## 592   0.57409174  1.09  1.09   0.2 0.125   1.6945302 8e+06  7632.76297
## 593   0.57762990  1.09  1.09   0.2 0.125   1.5685025 8e+06  7574.21511
## 594   0.58513243  1.09  1.09   0.2 0.125   1.6598107 8e+06  7566.70468
## 595   0.58095198  1.09  1.09   0.2 0.125   1.4557920 8e+06  7601.87631
## 596   0.55786613  1.09  1.09   0.2 0.125   1.3470585 8e+06  7776.85315
## 597   0.54722598  1.09  1.09   0.2 0.125   1.1286982 8e+06  7894.59429
## 598   0.56966533  1.09  1.09   0.2 0.125   0.9771100 8e+06  7987.36649
## 599   0.54879896  1.09  1.09   0.2 0.125   0.9314836 8e+06  8037.21067
## 600   0.53897873  1.09  1.09   0.2 0.125   1.0224003 8e+06  8204.63883
## 601   0.54485249  1.09  1.09   0.2 0.125   1.1070334 8e+06  8280.05371
## 602   0.55106140  1.09  1.09   0.2 0.125   1.0681499 8e+06  8311.56202
## 603   0.55788333  1.09  1.09   0.2 0.125   1.3544690 8e+06  8304.46565
## 604   0.55289296  1.09  1.09   0.2 0.125   1.2678757 8e+06  8478.18143
## 605   0.55122782  1.09  1.09   0.2 0.125   1.3729125 8e+06  8505.87394
## 606   0.55014370  1.09  1.09   0.2 0.125   1.3246407 8e+06  8533.50683
## 607   0.54699810  1.09  1.09   0.2 0.125   1.3302284 8e+06  8536.35391
## 608   0.55687405  1.09  1.09   0.2 0.125   1.1566827 8e+06  8551.05628
## 609   0.55316240  1.09  1.09   0.2 0.125   1.2251623 8e+06  8749.69606
## 610   0.55919702  1.09  1.09   0.2 0.125   1.2888624 8e+06  8708.72841
## 611   0.57053163  1.09  1.09   0.2 0.125   1.2251109 8e+06  8862.69803
## 612   0.54856098  1.09  1.09   0.2 0.125   1.1921134 8e+06  8754.20118
## 613   0.56812845  1.09  1.09   0.2 0.125   1.2650740 8e+06  8948.06106
## 614   0.54627388  1.09  1.09   0.2 0.125   1.2443650 8e+06  9171.96976
## 615   0.53884077  1.09  1.09   0.2 0.125   1.2884177 8e+06  9294.41718
## 616   0.54952350  1.09  1.09   0.2 0.125   1.3080865 8e+06  9292.43480
## 617   0.54914915  1.09  1.09   0.2 0.125   1.1487685 8e+06  9363.10867
## 618   0.55719114  1.09  1.09   0.2 0.125   1.0913314 8e+06  9401.48882
## 619   0.55530418  1.09  1.09   0.2 0.125   1.1878092 8e+06  9423.53197
## 620   0.53934056  1.09  1.09   0.2 0.125   1.1573913 8e+06  9378.28299
## 621   0.54972069  1.09  1.09   0.2 0.125   1.3830970 8e+06  9432.23889
## 622   0.55462832  1.09  1.09   0.2 0.125   1.3217762 8e+06  9401.44201
## 623   0.55584862  1.09  1.09   0.2 0.125   1.3527181 8e+06  9482.47164
## 624   0.55584862  1.09  1.09   0.2 0.125   1.3527181 8e+06  9482.47164
## 625   0.11104460  1.09  1.09   0.2 0.125   0.2828448 8e+06  1797.67050
## 626   0.11104460  1.09  1.09   0.2 0.125   0.2828448 8e+06  1797.67050
## 627   0.11537820  1.09  1.09   0.2 0.125   0.2554930 8e+06  1802.51893
## 628   0.10943075  1.09  1.09   0.2 0.125   0.3441652 8e+06  1812.72462
## 629   0.07760312  1.09  1.09   0.2 0.125   0.4040411 8e+06  1890.42855
## 630   0.06831175  1.09  1.09   0.2 0.125   0.4246190 8e+06  1918.18567
## 631   0.05844315  1.09  1.09   0.2 0.125   0.5921138 8e+06  1935.18633
## 632   0.05929286  1.09  1.09   0.2 0.125   0.6010357 8e+06  1906.67300
## 633   0.07189392  1.09  1.09   0.2 0.125   0.6323781 8e+06  1874.90847
## 634   0.07696384  1.09  1.09   0.2 0.125   0.6816100 8e+06  1786.77737
## 635   0.08988102  1.09  1.09   0.2 0.125   0.7259261 8e+06  1772.89827
## 636   0.07761787  1.09  1.09   0.2 0.125   0.7801869 8e+06  1777.18780
## 637   0.08552099  1.09  1.09   0.2 0.125   0.7725230 8e+06  1812.49629
## 638   0.08414798  1.09  1.09   0.2 0.125   0.8009492 8e+06  1831.02545
## 639   0.10118960  1.09  1.09   0.2 0.125   0.8413752 8e+06  1777.92769
## 640   0.11063318  1.09  1.09   0.2 0.125   0.8836009 8e+06  1768.38491
## 641   0.10293760  1.09  1.09   0.2 0.125   0.9346452 8e+06  1753.21905
## 642   0.10272231  1.09  1.09   0.2 0.125   0.9447261 8e+06  1795.12514
## 643   0.10614504  1.09  1.09   0.2 0.125   0.8976881 8e+06  1825.73891
## 644   0.10839343  1.09  1.09   0.2 0.125   0.7491078 8e+06  1847.05346
## 645   0.10810948  1.09  1.09   0.2 0.125   0.8626452 8e+06  1819.59332
## 646   0.12330632  1.09  1.09   0.2 0.125   0.8459675 8e+06  1845.01363
## 647   0.13771171  1.09  1.09   0.2 0.125   1.0362864 8e+06  1833.41111
## 648   0.17044282  1.09  1.09   0.2 0.125   0.9993630 8e+06  1823.97273
## 649   0.21558314  1.09  1.09   0.2 0.125   0.8723001 8e+06  1861.02509
## 650   0.23728393  1.09  1.09   0.2 0.125   0.9788925 8e+06  1899.17726
## 651   0.27057939  1.09  1.09   0.2 0.125   1.1523874 8e+06  1934.79371
## 652   0.27455478  1.09  1.09   0.2 0.125   1.1614989 8e+06  1920.50468
## 653   0.31373145  1.09  1.09   0.2 0.125   1.6616319 8e+06  1927.48991
## 654   0.35724211  1.09  1.09   0.2 0.125   2.0141559 8e+06  1954.45550
## 655   0.36333122  1.09  1.09   0.2 0.125   1.9599707 8e+06  1950.76491
## 656   0.41063102  1.09  1.09   0.2 0.125   2.0708510 8e+06  1957.26292
## 657   0.43228400  1.09  1.09   0.2 0.125   1.9788876 8e+06  1946.36477
## 658   0.46283357  1.09  1.09   0.2 0.125   1.8575455 8e+06  1938.36431
## 659   0.49707189  1.09  1.09   0.2 0.125   1.7807647 8e+06  1940.26594
## 660   0.50731664  1.09  1.09   0.2 0.125   1.8421241 8e+06  1970.70751
## 661   0.48964606  1.09  1.09   0.2 0.125   2.2436840 8e+06  1967.57945
## 662   0.50362229  1.09  1.09   0.2 0.125   1.5640010 8e+06  1943.64655
## 663   0.54497273  1.09  1.09   0.2 0.125   1.5191330 8e+06  1982.34020
## 664   0.56001968  1.09  1.09   0.2 0.125   1.6373919 8e+06  1984.74371
## 665   0.55324506  1.09  1.09   0.2 0.125   1.7335242 8e+06  1960.88067
## 666   0.56383495  1.09  1.09   0.2 0.125   1.7921428 8e+06  1949.37298
## 667   0.54831366  1.09  1.09   0.2 0.125   1.8756795 8e+06  1930.39631
## 668   0.57052044  1.09  1.09   0.2 0.125   2.1765682 8e+06  1926.30013
## 669   0.55475992  1.09  1.09   0.2 0.125   1.9866995 8e+06  1942.33803
## 670   0.58754034  1.09  1.09   0.2 0.125   2.1395785 8e+06  1920.60281
## 671   0.54406247  1.09  1.09   0.2 0.125   1.8533488 8e+06  1915.03814
## 672   0.55278294  1.09  1.09   0.2 0.125   1.7556073 8e+06  1928.41813
## 673   0.57116456  1.09  1.09   0.2 0.125   1.7343214 8e+06  1954.13431
## 674   0.56856919  1.09  1.09   0.2 0.125   1.6788034 8e+06  1933.59804
## 675   0.56461199  1.09  1.09   0.2 0.125   1.8260720 8e+06  1937.89922
## 676   0.55283135  1.09  1.09   0.2 0.125   1.6545974 8e+06  1934.15398
## 677   0.55283135  1.09  1.09   0.2 0.125   1.6545974 8e+06  1934.15398
## 678   0.57141606  1.09  1.09   0.2 0.125   1.7054420 8e+06  1937.73306
## 679   0.58511016  1.09  1.09   0.2 0.125   1.8538260 8e+06  1943.29760
## 680   0.58919312  1.09  1.09   0.2 0.125   1.9597147 8e+06  1910.84801
## 681   0.55299239  1.09  1.09   0.2 0.125   1.8964711 8e+06  1907.20379
## 682   0.55732561  1.09  1.09   0.2 0.125   2.0478903 8e+06  1907.20709
## 683   0.53947679  1.09  1.09   0.2 0.125   2.3566646 8e+06  1900.34045
## 684   0.58182015  1.09  1.09   0.2 0.125   1.9894812 8e+06  1887.72554
## 685   0.56770154  1.09  1.09   0.2 0.125   2.1423324 8e+06  1880.97257
## 686   0.58838702  1.09  1.09   0.2 0.125   1.8997669 8e+06  1832.50409
## 687   0.57421191  1.09  1.09   0.2 0.125   2.1375861 8e+06  1802.86817
## 688   0.53315690  1.09  1.09   0.2 0.125   1.9385139 8e+06  1780.09756
## 689   0.51150136  1.09  1.09   0.2 0.125   1.2925608 8e+06  1827.40699
## 690   0.55107542  1.09  1.09   0.2 0.125   1.2417116 8e+06  1804.85971
## 691   0.58919970  1.09  1.09   0.2 0.125   1.3485233 8e+06  1781.93235
## 692   0.53253615  1.09  1.09   0.2 0.125   1.3371736 8e+06  1811.99122
## 693   0.52031877  1.09  1.09   0.2 0.125   1.3051811 8e+06  1805.58566
## 694   0.50323213  1.09  1.09   0.2 0.125   1.2208788 8e+06  1747.72780
## 695   0.52231553  1.09  1.09   0.2 0.125   1.0669166 8e+06  1763.03660
## 696   0.51886799  1.09  1.09   0.2 0.125   1.2236558 8e+06  1755.03064
## 697   0.50277783  1.09  1.09   0.2 0.125   1.0760521 8e+06  1744.47194
## 698   0.54096013  1.09  1.09   0.2 0.125   0.9962983 8e+06  1742.20776
## 699   0.51253005  1.09  1.09   0.2 0.125   1.1403399 8e+06  1791.42982
## 700   0.53266296  1.09  1.09   0.2 0.125   1.2436280 8e+06  1822.73518
## 701   0.54750631  1.09  1.09   0.2 0.125   1.2045465 8e+06  1810.40497
## 702   0.55182655  1.09  1.09   0.2 0.125   1.1667442 8e+06  1823.50249
## 703   0.52613015  1.09  1.09   0.2 0.125   1.0924097 8e+06  1855.02813
## 704   0.52686514  1.09  1.09   0.2 0.125   0.8929015 8e+06  1876.74072
## 705   0.54633533  1.09  1.09   0.2 0.125   0.9117005 8e+06  1906.07294
## 706   0.55420031  1.09  1.09   0.2 0.125   0.8779799 8e+06  1923.59358
## 707   0.55020232  1.09  1.09   0.2 0.125   0.9941186 8e+06  1908.51266
## 708   0.53271646  1.09  1.09   0.2 0.125   0.8854477 8e+06  1964.30677
## 709   0.56498524  1.09  1.09   0.2 0.125   0.8684483 8e+06  1983.37237
## 710   0.53560316  1.09  1.09   0.2 0.125   0.9561365 8e+06  1938.87470
## 711   0.54683118  1.09  1.09   0.2 0.125   0.9560135 8e+06  2006.68595
## 712   0.51609829  1.09  1.09   0.2 0.125   1.0407692 8e+06  2003.59713
## 713   0.53503405  1.09  1.09   0.2 0.125   0.9639839 8e+06  1975.37400
## 714   0.50711665  1.09  1.09   0.2 0.125   0.9589881 8e+06  2016.97395
## 715   0.50480490  1.09  1.09   0.2 0.125   0.9748346 8e+06  2041.59451
## 716   0.51368273  1.09  1.09   0.2 0.125   0.9444665 8e+06  2036.03826
## 717   0.52038179  1.09  1.09   0.2 0.125   0.9080435 8e+06  2040.86831
## 718   0.52125343  1.09  1.09   0.2 0.125   1.1369768 8e+06  2002.08733
## 719   0.54427604  1.09  1.09   0.2 0.125   0.9879311 8e+06  2035.34177
## 720   0.53276724  1.09  1.09   0.2 0.125   1.0520937 8e+06  2030.97110
## 721   0.50677457  1.09  1.09   0.2 0.125   1.1287733 8e+06  1991.63771
## 722   0.49817449  1.09  1.09   0.2 0.125   1.1934867 8e+06  1982.44414
## 723   0.51623328  1.09  1.09   0.2 0.125   0.9582977 8e+06  2029.05770
## 724   0.50538652  1.09  1.09   0.2 0.125   1.0597103 8e+06  2013.12647
## 725   0.50211435  1.09  1.09   0.2 0.125   1.0766560 8e+06  2061.51422
## 726   0.48399801  1.09  1.09   0.2 0.125   1.2055413 8e+06  2046.55117
## 727   0.48653087  1.09  1.09   0.2 0.125   1.1722665 8e+06  2049.66493
## 728   0.48653087  1.09  1.09   0.2 0.125   1.1722665 8e+06  2049.66493
## 729   0.05768053  1.09  1.09   0.2 0.125   0.8750315 8e+06   327.10832
## 730   0.05768053  1.09  1.09   0.2 0.125   0.8750315 8e+06   327.10832
## 731   0.06866578  1.09  1.09   0.2 0.125   0.9646028 8e+06   317.01551
## 732   0.08071501  1.09  1.09   0.2 0.125   0.9029018 8e+06   312.53201
## 733   0.08024153  1.09  1.09   0.2 0.125   0.7516290 8e+06   320.14999
## 734   0.08976845  1.09  1.09   0.2 0.125   0.6236584 8e+06   320.71720
## 735   0.12722126  1.09  1.09   0.2 0.125   0.7908918 8e+06   322.61193
## 736   0.11559001  1.09  1.09   0.2 0.125   0.8027456 8e+06   317.60155
## 737   0.12295171  1.09  1.09   0.2 0.125   0.9029267 8e+06   316.28770
## 738   0.12029357  1.09  1.09   0.2 0.125   0.9744037 8e+06   306.94748
## 739   0.11987092  1.09  1.09   0.2 0.125   0.9758895 8e+06   305.68084
## 740   0.12431822  1.09  1.09   0.2 0.125   0.9595381 8e+06   304.66370
## 741   0.11474743  1.09  1.09   0.2 0.125   1.1732868 8e+06   308.18098
## 742   0.12141745  1.09  1.09   0.2 0.125   1.1388651 8e+06   308.66737
## 743   0.12037498  1.09  1.09   0.2 0.125   1.0890643 8e+06   304.99246
## 744   0.12243588  1.09  1.09   0.2 0.125   1.1703526 8e+06   306.87630
## 745   0.11493312  1.09  1.09   0.2 0.125   1.3014341 8e+06   310.70784
## 746   0.12043457  1.09  1.09   0.2 0.125   1.2434441 8e+06   308.42248
## 747   0.11919568  1.09  1.09   0.2 0.125   1.5004678 8e+06   310.84631
## 748   0.11502496  1.09  1.09   0.2 0.125   1.4850550 8e+06   312.03166
## 749   0.11661111  1.09  1.09   0.2 0.125   1.8535422 8e+06   313.52170
## 750   0.11517633  1.09  1.09   0.2 0.125   2.0939531 8e+06   314.21174
## 751   0.10590038  1.09  1.09   0.2 0.125   2.2342898 8e+06   315.91979
## 752   0.11436250  1.09  1.09   0.2 0.125   2.2110119 8e+06   313.45484
## 753   0.11946952  1.09  1.09   0.2 0.125   2.2890196 8e+06   311.59677
## 754   0.11360269  1.09  1.09   0.2 0.125   2.3714349 8e+06   310.01481
## 755   0.12241636  1.09  1.09   0.2 0.125   2.2229413 8e+06   312.88072
## 756   0.12200692  1.09  1.09   0.2 0.125   2.3503623 8e+06   308.41220
## 757   0.11643907  1.09  1.09   0.2 0.125   2.3638508 8e+06   307.38587
## 758   0.11740740  1.09  1.09   0.2 0.125   2.4353881 8e+06   308.69851
## 759   0.11009635  1.09  1.09   0.2 0.125   2.0985951 8e+06   310.35715
## 760   0.10762180  1.09  1.09   0.2 0.125   2.1378043 8e+06   310.37693
## 761   0.10946378  1.09  1.09   0.2 0.125   2.3305598 8e+06   307.98502
## 762   0.10685267  1.09  1.09   0.2 0.125   2.1593044 8e+06   302.55738
## 763   0.10909586  1.09  1.09   0.2 0.125   2.5471888 8e+06   300.69518
## 764   0.10662198  1.09  1.09   0.2 0.125   2.2296593 8e+06   299.48618
## 765   0.10493629  1.09  1.09   0.2 0.125   2.1258539 8e+06   300.09952
## 766   0.10410840  1.09  1.09   0.2 0.125   2.5627216 8e+06   300.24316
## 767   0.10367625  1.09  1.09   0.2 0.125   2.5425447 8e+06   299.06736
## 768   0.10848809  1.09  1.09   0.2 0.125   2.5361558 8e+06   299.81329
## 769   0.10384803  1.09  1.09   0.2 0.125   2.5563592 8e+06   296.98808
## 770   0.10367350  1.09  1.09   0.2 0.125   2.8081974 8e+06   296.37993
## 771   0.10097358  1.09  1.09   0.2 0.125   2.9187455 8e+06   295.80502
## 772   0.10157570  1.09  1.09   0.2 0.125   3.0724060 8e+06   299.08386
## 773   0.09708979  1.09  1.09   0.2 0.125   2.7461305 8e+06   305.67014
## 774   0.09633990  1.09  1.09   0.2 0.125   2.8213889 8e+06   312.04812
## 775   0.09741413  1.09  1.09   0.2 0.125   2.8165513 8e+06   306.26743
## 776   0.09346569  1.09  1.09   0.2 0.125   3.0329948 8e+06   311.85898
## 777   0.09360290  1.09  1.09   0.2 0.125   2.6820570 8e+06   310.27897
## 778   0.09776976  1.09  1.09   0.2 0.125   3.0174466 8e+06   317.37495
## 779   0.10338362  1.09  1.09   0.2 0.125   3.1987125 8e+06   323.90087
## 780   0.10607616  1.09  1.09   0.2 0.125   3.0012693 8e+06   327.54330
## 781   0.10607616  1.09  1.09   0.2 0.125   3.0012693 8e+06   327.54330
## 782   0.11067346  1.09  1.09   0.2 0.125   2.9650947 8e+06   326.44172
## 783   0.10906047  1.09  1.09   0.2 0.125   3.1131569 8e+06   324.97922
## 784   0.12045060  1.09  1.09   0.2 0.125   2.7362097 8e+06   326.60777
## 785   0.10650092  1.09  1.09   0.2 0.125   2.3557491 8e+06   327.68418
## 786   0.10196116  1.09  1.09   0.2 0.125   2.3742561 8e+06   327.97699
## 787   0.10117340  1.09  1.09   0.2 0.125   2.2793624 8e+06   332.57817
## 788   0.10108495  1.09  1.09   0.2 0.125   2.4122943 8e+06   333.01747
## 789   0.09013931  1.09  1.09   0.2 0.125   2.7591642 8e+06   332.42654
## 790   0.08361592  1.09  1.09   0.2 0.125   3.5515977 8e+06   327.54497
## 791   0.08689397  1.09  1.09   0.2 0.125   3.5646042 8e+06   321.15605
## 792   0.08457044  1.09  1.09   0.2 0.125   4.2475204 8e+06   328.66913
## 793   0.08079662  1.09  1.09   0.2 0.125   4.3286432 8e+06   329.68157
## 794   0.08443246  1.09  1.09   0.2 0.125   4.5769511 8e+06   331.54812
## 795   0.08481982  1.09  1.09   0.2 0.125   5.6896825 8e+06   334.01632
## 796   0.09833724  1.09  1.09   0.2 0.125   6.8269652 8e+06   329.91939
## 797   0.09401607  1.09  1.09   0.2 0.125   6.0784344 8e+06   328.64305
## 798   0.09251941  1.09  1.09   0.2 0.125   5.4498429 8e+06   328.55030
## 799   0.09274409  1.09  1.09   0.2 0.125   4.2169421 8e+06   331.93122
## 800   0.09731166  1.09  1.09   0.2 0.125   4.2713506 8e+06   331.02876
## 801   0.10539211  1.09  1.09   0.2 0.125   4.1893893 8e+06   331.11030
## 802   0.10452339  1.09  1.09   0.2 0.125   5.7171474 8e+06   331.36888
## 803   0.10378702  1.09  1.09   0.2 0.125   5.1335045 8e+06   329.74623
## 804   0.10727495  1.09  1.09   0.2 0.125   4.5447213 8e+06   330.75343
## 805   0.09859443  1.09  1.09   0.2 0.125   4.0507848 8e+06   333.49518
## 806   0.10167865  1.09  1.09   0.2 0.125   4.6529644 8e+06   331.13410
## 807   0.10240679  1.09  1.09   0.2 0.125   5.1947168 8e+06   328.17314
## 808   0.10536345  1.09  1.09   0.2 0.125   5.7260206 8e+06   331.38064
## 809   0.10575831  1.09  1.09   0.2 0.125   5.8727368 8e+06   329.62492
## 810   0.10681003  1.09  1.09   0.2 0.125   5.5102272 8e+06   325.07039
## 811   0.10377478  1.09  1.09   0.2 0.125   5.7765757 8e+06   326.01309
## 812   0.10334595  1.09  1.09   0.2 0.125   5.9617465 8e+06   327.52512
## 813   0.10185161  1.09  1.09   0.2 0.125   6.8734503 8e+06   329.10035
## 814   0.10635315  1.09  1.09   0.2 0.125   6.8391221 8e+06   326.04787
## 815   0.10632412  1.09  1.09   0.2 0.125   5.9605561 8e+06   322.71915
## 816   0.10300814  1.09  1.09   0.2 0.125   6.7380787 8e+06   323.86459
## 817   0.09932542  1.09  1.09   0.2 0.125   7.5237603 8e+06   332.18460
## 818   0.09868992  1.09  1.09   0.2 0.125   7.9952886 8e+06   335.09692
## 819   0.10113427  1.09  1.09   0.2 0.125   8.7966906 8e+06   333.19775
## 820   0.10355209  1.09  1.09   0.2 0.125   7.3963174 8e+06   324.50216
## 821   0.10582745  1.09  1.09   0.2 0.125   8.1856869 8e+06   326.02066
## 822   0.09966989  1.09  1.09   0.2 0.125   8.5626743 8e+06   323.38861
## 823   0.09935042  1.09  1.09   0.2 0.125   9.0501913 8e+06   324.85575
## 824   0.09980029  1.09  1.09   0.2 0.125   7.4889016 8e+06   321.72922
## 825   0.10591911  1.09  1.09   0.2 0.125   8.7137778 8e+06   328.29766
## 826   0.10358924  1.09  1.09   0.2 0.125   9.4378397 8e+06   334.00178
## 827   0.10559168  1.09  1.09   0.2 0.125   9.0219308 8e+06   330.09842
## 828   0.10686522  1.09  1.09   0.2 0.125   8.8742018 8e+06   331.67455
## 829   0.10668807  1.09  1.09   0.2 0.125  11.0311042 8e+06   336.46455
## 830   0.10323746  1.09  1.09   0.2 0.125  11.9353580 8e+06   342.45284
## 831   0.10231128  1.09  1.09   0.2 0.125  11.4577419 8e+06   342.37411
## 832   0.10231128  1.09  1.09   0.2 0.125  11.4577419 8e+06   342.37411
## 833   0.25679278  1.09  1.09   0.2 0.125   0.6649796 8e+06  4957.16506
## 834   0.25679278  1.09  1.09   0.2 0.125   0.6649796 8e+06  4957.16506
## 835   0.24474229  1.09  1.09   0.2 0.125   0.7391273 8e+06  4772.28759
## 836   0.23546780  1.09  1.09   0.2 0.125   0.7903403 8e+06  4766.63170
## 837   0.27728015  1.09  1.09   0.2 0.125   0.8499622 8e+06  5020.10989
## 838   0.31274329  1.09  1.09   0.2 0.125   1.0225672 8e+06  5091.11362
## 839   0.36779789  1.09  1.09   0.2 0.125   1.0536593 8e+06  5052.21352
## 840   0.39522025  1.09  1.09   0.2 0.125   1.1381213 8e+06  5024.42660
## 841   0.44521441  1.09  1.09   0.2 0.125   1.2827116 8e+06  4984.82179
## 842   0.49654561  1.09  1.09   0.2 0.125   1.5143350 8e+06  4974.27986
## 843   0.53703073  1.09  1.09   0.2 0.125   1.6689537 8e+06  4935.99611
## 844   0.57486973  1.09  1.09   0.2 0.125   1.6702381 8e+06  4918.22720
## 845   0.59348490  1.09  1.09   0.2 0.125   1.5716744 8e+06  4911.60737
## 846   0.63083185  1.09  1.09   0.2 0.125   1.4830711 8e+06  4890.94236
## 847   0.65983382  1.09  1.09   0.2 0.125   1.4996138 8e+06  4851.78897
## 848   0.66878988  1.09  1.09   0.2 0.125   1.5852236 8e+06  4888.66035
## 849   0.69458428  1.09  1.09   0.2 0.125   1.6322403 8e+06  4907.27972
## 850   0.68558956  1.09  1.09   0.2 0.125   1.5652712 8e+06  4917.74203
## 851   0.69976374  1.09  1.09   0.2 0.125   1.6115678 8e+06  4937.93142
## 852   0.71220242  1.09  1.09   0.2 0.125   1.5464724 8e+06  4895.76390
## 853   0.72983747  1.09  1.09   0.2 0.125   1.5028057 8e+06  4904.89326
## 854   0.70984701  1.09  1.09   0.2 0.125   1.4252842 8e+06  4926.87359
## 855   0.72211541  1.09  1.09   0.2 0.125   1.3727605 8e+06  4914.88653
## 856   0.70418915  1.09  1.09   0.2 0.125   1.4272074 8e+06  4904.27298
## 857   0.69644844  1.09  1.09   0.2 0.125   1.3749066 8e+06  4884.46598
## 858   0.72060142  1.09  1.09   0.2 0.125   1.4661852 8e+06  4895.39750
## 859   0.74086797  1.09  1.09   0.2 0.125   1.3254602 8e+06  4879.68697
## 860   0.73666287  1.09  1.09   0.2 0.125   1.3249961 8e+06  4917.84381
## 861   0.73328712  1.09  1.09   0.2 0.125   1.2002779 8e+06  4838.39522
## 862   0.73185944  1.09  1.09   0.2 0.125   1.2062202 8e+06  4884.95505
## 863   0.72894207  1.09  1.09   0.2 0.125   1.2217412 8e+06  4870.93968
## 864   0.75945721  1.09  1.09   0.2 0.125   1.2566422 8e+06  4840.60035
## 865   0.74072165  1.09  1.09   0.2 0.125   1.3888488 8e+06  4868.71951
## 866   0.75282024  1.09  1.09   0.2 0.125   1.2424688 8e+06  4881.60963
## 867   0.75315014  1.09  1.09   0.2 0.125   1.2400941 8e+06  4859.65465
## 868   0.76275930  1.09  1.09   0.2 0.125   1.0108711 8e+06  4876.00466
## 869   0.77917335  1.09  1.09   0.2 0.125   1.1717476 8e+06  4858.83649
## 870   0.78463877  1.09  1.09   0.2 0.125   1.0930637 8e+06  5051.25379
## 871   0.80712737  1.09  1.09   0.2 0.125   0.9884730 8e+06  5222.53582
## 872   0.83834791  1.09  1.09   0.2 0.125   0.9144315 8e+06  5250.02094
## 873   0.82273565  1.09  1.09   0.2 0.125   1.0436652 8e+06  5297.25968
## 874   0.82060232  1.09  1.09   0.2 0.125   1.0299470 8e+06  5352.44809
## 875   0.82638611  1.09  1.09   0.2 0.125   0.9462136 8e+06  5408.90597
## 876   0.79406338  1.09  1.09   0.2 0.125   0.9678260 8e+06  5518.64882
## 877   0.81559487  1.09  1.09   0.2 0.125   1.0445748 8e+06  5571.22885
## 878   0.82799491  1.09  1.09   0.2 0.125   1.0999743 8e+06  5578.03564
## 879   0.84071845  1.09  1.09   0.2 0.125   0.9788886 8e+06  5587.77997
## 880   0.84375329  1.09  1.09   0.2 0.125   0.9145843 8e+06  5593.19963
## 881   0.84489974  1.09  1.09   0.2 0.125   0.9428413 8e+06  5590.33705
## 882   0.84309007  1.09  1.09   0.2 0.125   0.9848705 8e+06  5593.51802
## 883   0.83244606  1.09  1.09   0.2 0.125   1.0175520 8e+06  5575.27986
## 884   0.83023591  1.09  1.09   0.2 0.125   1.0251924 8e+06  5586.83349
## 885   0.83023591  1.09  1.09   0.2 0.125   1.0251924 8e+06  5586.83349
## 886   0.83086031  1.09  1.09   0.2 0.125   1.0468074 8e+06  5586.64057
## 887   0.83477800  1.09  1.09   0.2 0.125   1.0503108 8e+06  5602.06764
## 888   0.83752875  1.09  1.09   0.2 0.125   1.1314034 8e+06  5538.92391
## 889   0.82434884  1.09  1.09   0.2 0.125   1.1563501 8e+06  5526.15303
## 890   0.83555013  1.09  1.09   0.2 0.125   1.3213331 8e+06  5723.13363
## 891   0.82424395  1.09  1.09   0.2 0.125   1.2325655 8e+06  5683.59991
## 892   0.83088613  1.09  1.09   0.2 0.125   1.0885316 8e+06  5759.22126
## 893   0.83190551  1.09  1.09   0.2 0.125   1.1386266 8e+06  5619.60085
## 894   0.82616499  1.09  1.09   0.2 0.125   1.3077583 8e+06  5600.74060
## 895   0.81907486  1.09  1.09   0.2 0.125   1.3836476 8e+06  5623.74858
## 896   0.82339361  1.09  1.09   0.2 0.125   1.3958527 8e+06  5659.60480
## 897   0.81262528  1.09  1.09   0.2 0.125   1.3233442 8e+06  5587.76198
## 898   0.79840914  1.09  1.09   0.2 0.125   1.5415634 8e+06  5620.16522
## 899   0.80626033  1.09  1.09   0.2 0.125   1.8438342 8e+06  5639.15150
## 900   0.81339251  1.09  1.09   0.2 0.125   1.8552888 8e+06  5632.55279
## 901   0.81353742  1.09  1.09   0.2 0.125   1.9991032 8e+06  5737.35450
## 902   0.81222491  1.09  1.09   0.2 0.125   1.9260597 8e+06  5695.64846
## 903   0.82144848  1.09  1.09   0.2 0.125   2.1426242 8e+06  5666.37000
## 904   0.83562045  1.09  1.09   0.2 0.125   2.0880318 8e+06  5674.07118
## 905   0.83408394  1.09  1.09   0.2 0.125   1.8729052 8e+06  5684.05519
## 906   0.82705746  1.09  1.09   0.2 0.125   1.4705633 8e+06  5592.68829
## 907   0.82924143  1.09  1.09   0.2 0.125   1.4991824 8e+06  5571.73830
## 908   0.83574104  1.09  1.09   0.2 0.125   1.6242975 8e+06  5580.24512
## 909   0.83491601  1.09  1.09   0.2 0.125   1.4698168 8e+06  5536.14543
## 910   0.83572469  1.09  1.09   0.2 0.125   1.4587250 8e+06  5510.25968
## 911   0.83092259  1.09  1.09   0.2 0.125   1.3716599 8e+06  5453.74419
## 912   0.83498459  1.09  1.09   0.2 0.125   1.5568733 8e+06  5520.19292
## 913   0.83376582  1.09  1.09   0.2 0.125   1.5281693 8e+06  5560.68823
## 914   0.83482999  1.09  1.09   0.2 0.125   1.4732189 8e+06  5515.65169
## 915   0.82916386  1.09  1.09   0.2 0.125   1.3665493 8e+06  5466.41919
## 916   0.83226248  1.09  1.09   0.2 0.125   1.4328509 8e+06  5409.04527
## 917   0.82214321  1.09  1.09   0.2 0.125   1.3259799 8e+06  5372.80917
## 918   0.83429627  1.09  1.09   0.2 0.125   1.4567448 8e+06  5384.30513
## 919   0.82907490  1.09  1.09   0.2 0.125   1.5174872 8e+06  5402.85668
## 920   0.82098434  1.09  1.09   0.2 0.125   1.5409007 8e+06  5418.01125
## 921   0.82449073  1.09  1.09   0.2 0.125   1.7042163 8e+06  5432.30960
## 922   0.83456054  1.09  1.09   0.2 0.125   1.7123793 8e+06  5462.41145
## 923   0.84132729  1.09  1.09   0.2 0.125   1.5750396 8e+06  5378.28213
## 924   0.83669747  1.09  1.09   0.2 0.125   1.6636334 8e+06  5445.58710
## 925   0.83376770  1.09  1.09   0.2 0.125   1.7246842 8e+06  5435.96366
## 926   0.83588333  1.09  1.09   0.2 0.125   1.9890816 8e+06  5492.73802
## 927   0.82989579  1.09  1.09   0.2 0.125   2.3777868 8e+06  5515.16854
## 928   0.83238026  1.09  1.09   0.2 0.125   2.7574532 8e+06  5567.13129
## 929   0.83961228  1.09  1.09   0.2 0.125   3.2472676 8e+06  5671.31157
## 930   0.83778447  1.09  1.09   0.2 0.125   3.1105295 8e+06  5647.77870
## 931   0.84170058  1.09  1.09   0.2 0.125   3.1814388 8e+06  5703.05569
## 932   0.83443315  1.09  1.09   0.2 0.125   3.0036198 8e+06  5755.44354
## 933   0.83644578  1.09  1.09   0.2 0.125   2.7853298 8e+06  5788.90412
## 934   0.83277481  1.09  1.09   0.2 0.125   2.4087067 8e+06  5784.77149
## 935   0.83481855  1.09  1.09   0.2 0.125   2.6248014 8e+06  5706.21692
## 936   0.83481855  1.09  1.09   0.2 0.125   2.6248014 8e+06  5706.21692
## 937   0.24126588  1.09  1.09   0.2 0.125   0.3275603 8e+06 19304.54899
## 938   0.24126588  1.09  1.09   0.2 0.125   0.3275603 8e+06 19304.54899
## 939   0.26161752  1.09  1.09   0.2 0.125   0.3138150 8e+06 19264.35186
## 940   0.32972447  1.09  1.09   0.2 0.125   0.4388615 8e+06 19028.86105
## 941   0.44668190  1.09  1.09   0.2 0.125   0.3635904 8e+06 20343.44526
## 942   0.52104133  1.09  1.09   0.2 0.125   0.3065263 8e+06 20431.58786
## 943   0.52418337  1.09  1.09   0.2 0.125   0.3147323 8e+06 20724.46503
## 944   0.53616520  1.09  1.09   0.2 0.125   0.2848792 8e+06 20807.84971
## 945   0.50073490  1.09  1.09   0.2 0.125   0.3338492 8e+06 20336.61360
## 946   0.36447034  1.09  1.09   0.2 0.125   0.3191138 8e+06 20250.49585
## 947   0.28162776  1.09  1.09   0.2 0.125   0.4617516 8e+06 20415.66604
## 948   0.23542539  1.09  1.09   0.2 0.125   0.5690795 8e+06 20302.73035
## 949   0.22388264  1.09  1.09   0.2 0.125   0.7184818 8e+06 20986.88009
## 950   0.20915110  1.09  1.09   0.2 0.125   0.4577366 8e+06 21143.16860
## 951   0.19404726  1.09  1.09   0.2 0.125   0.4128026 8e+06 21280.85304
## 952   0.17980008  1.09  1.09   0.2 0.125   0.4389911 8e+06 21418.18619
## 953   0.18206567  1.09  1.09   0.2 0.125   0.5168057 8e+06 21601.36346
## 954   0.18423835  1.09  1.09   0.2 0.125   0.5933042 8e+06 21688.18336
## 955   0.19381801  1.09  1.09   0.2 0.125   0.5492342 8e+06 21320.84645
## 956   0.20828132  1.09  1.09   0.2 0.125   0.6017253 8e+06 22223.36239
## 957   0.22042690  1.09  1.09   0.2 0.125   0.6738762 8e+06 22278.03760
## 958   0.23751880  1.09  1.09   0.2 0.125   0.6994232 8e+06 22479.85309
## 959   0.25456709  1.09  1.09   0.2 0.125   0.7979597 8e+06 22576.73914
## 960   0.27101659  1.09  1.09   0.2 0.125   0.8686568 8e+06 22882.82857
## 961   0.29869854  1.09  1.09   0.2 0.125   0.8929397 8e+06 23190.48956
## 962   0.33058008  1.09  1.09   0.2 0.125   0.9010544 8e+06 23379.84445
## 963   0.39742554  1.09  1.09   0.2 0.125   0.8703561 8e+06 23024.05505
## 964   0.45191682  1.09  1.09   0.2 0.125   0.8798054 8e+06 23353.47831
## 965   0.47355348  1.09  1.09   0.2 0.125   0.9220117 8e+06 23171.21732
## 966   0.49557699  1.09  1.09   0.2 0.125   0.9478451 8e+06 23352.16094
## 967   0.51224251  1.09  1.09   0.2 0.125   0.9595065 8e+06 23263.74934
## 968   0.52113047  1.09  1.09   0.2 0.125   0.9434691 8e+06 23322.44895
## 969   0.53575861  1.09  1.09   0.2 0.125   1.0032945 8e+06 23361.34800
## 970   0.54486242  1.09  1.09   0.2 0.125   0.9515769 8e+06 23290.10952
## 971   0.55288779  1.09  1.09   0.2 0.125   0.8868461 8e+06 23244.79464
## 972   0.57986483  1.09  1.09   0.2 0.125   0.8838025 8e+06 23185.29365
## 973   0.58082043  1.09  1.09   0.2 0.125   0.8329450 8e+06 23321.57299
## 974   0.56880509  1.09  1.09   0.2 0.125   0.8969461 8e+06 23590.95748
## 975   0.57588901  1.09  1.09   0.2 0.125   0.8888876 8e+06 23539.71553
## 976   0.55805163  1.09  1.09   0.2 0.125   0.9110632 8e+06 23361.44090
## 977   0.55131337  1.09  1.09   0.2 0.125   0.9209783 8e+06 23356.61230
## 978   0.55932977  1.09  1.09   0.2 0.125   0.9539211 8e+06 23603.67028
## 979   0.57100654  1.09  1.09   0.2 0.125   1.0163703 8e+06 23925.50766
## 980   0.56150420  1.09  1.09   0.2 0.125   0.9641412 8e+06 24105.12619
## 981   0.56046060  1.09  1.09   0.2 0.125   0.9888528 8e+06 24039.75880
## 982   0.56741205  1.09  1.09   0.2 0.125   0.9898009 8e+06 24046.51262
## 983   0.55742573  1.09  1.09   0.2 0.125   1.0799104 8e+06 23818.20197
## 984   0.54730711  1.09  1.09   0.2 0.125   1.0552050 8e+06 23912.93313
## 985   0.54651039  1.09  1.09   0.2 0.125   1.0808056 8e+06 24078.96373
## 986   0.54153947  1.09  1.09   0.2 0.125   1.0961746 8e+06 24394.82084
## 987   0.54249592  1.09  1.09   0.2 0.125   1.2015851 8e+06 24569.12563
## 988   0.54655751  1.09  1.09   0.2 0.125   1.3004912 8e+06 25016.43291
## 989   0.54655751  1.09  1.09   0.2 0.125   1.3004912 8e+06 25016.43291
## 990   0.56854143  1.09  1.09   0.2 0.125   1.3517566 8e+06 25017.75197
## 991   0.57404901  1.09  1.09   0.2 0.125   1.3627160 8e+06 25116.42073
## 992   0.58903261  1.09  1.09   0.2 0.125   1.3870578 8e+06 25374.32509
## 993   0.61328417  1.09  1.09   0.2 0.125   1.4913716 8e+06 26029.79616
## 994   0.62499182  1.09  1.09   0.2 0.125   1.3771818 8e+06 26726.94631
## 995   0.62049556  1.09  1.09   0.2 0.125   1.4068880 8e+06 27324.57798
## 996   0.63253178  1.09  1.09   0.2 0.125   1.6166816 8e+06 27986.82288
## 997   0.61921976  1.09  1.09   0.2 0.125   1.6078045 8e+06 28252.02452
## 998   0.61763305  1.09  1.09   0.2 0.125   1.8950633 8e+06 28332.68129
## 999   0.59456468  1.09  1.09   0.2 0.125   1.7385052 8e+06 27935.59466
## 1000  0.61691293  1.09  1.09   0.2 0.125   1.8322468 8e+06 29067.50121
## 1001  0.60754379  1.09  1.09   0.2 0.125   2.1908045 8e+06 29074.50650
## 1002  0.61610312  1.09  1.09   0.2 0.125   1.8035638 8e+06 28914.50163
## 1003  0.61969607  1.09  1.09   0.2 0.125   1.5335540 8e+06 29183.88713
## 1004  0.62655822  1.09  1.09   0.2 0.125   1.5366204 8e+06 29643.55395
## 1005  0.62141070  1.09  1.09   0.2 0.125   1.8662739 8e+06 29695.16690
## 1006  0.59915771  1.09  1.09   0.2 0.125   1.8308571 8e+06 29854.57551
## 1007  0.58553276  1.09  1.09   0.2 0.125   1.7493866 8e+06 30186.48436
## 1008  0.60665650  1.09  1.09   0.2 0.125   1.9759705 8e+06 30383.06525
## 1009  0.61787534  1.09  1.09   0.2 0.125   1.8664600 8e+06 30178.03990
## 1010  0.61135170  1.09  1.09   0.2 0.125   2.3035076 8e+06 30261.65989
## 1011  0.60681877  1.09  1.09   0.2 0.125   1.6464678 8e+06 30741.28889
## 1012  0.61115138  1.09  1.09   0.2 0.125   1.6788199 8e+06 30430.65168
## 1013  0.60430004  1.09  1.09   0.2 0.125   1.7633357 8e+06 30870.02530
## 1014  0.59357369  1.09  1.09   0.2 0.125   1.6717037 8e+06 31086.51883
## 1015  0.59418238  1.09  1.09   0.2 0.125   1.9787971 8e+06 31482.20585
## 1016  0.59104328  1.09  1.09   0.2 0.125   2.0547325 8e+06 31604.68817
## 1017  0.59060793  1.09  1.09   0.2 0.125   2.0965402 8e+06 31429.74561
## 1018  0.58397400  1.09  1.09   0.2 0.125   2.1899692 8e+06 31484.08003
## 1019  0.58900085  1.09  1.09   0.2 0.125   2.0931161 8e+06 31908.67939
## 1020  0.60068946  1.09  1.09   0.2 0.125   2.1117561 8e+06 31847.96588
## 1021  0.58313749  1.09  1.09   0.2 0.125   2.0893261 8e+06 32052.94583
## 1022  0.58076858  1.09  1.09   0.2 0.125   2.3412751 8e+06 32132.77027
## 1023  0.57479674  1.09  1.09   0.2 0.125   2.5863171 8e+06 32556.29334
## 1024  0.57065364  1.09  1.09   0.2 0.125   3.0132106 8e+06 32715.08408
## 1025  0.57582952  1.09  1.09   0.2 0.125   3.3056363 8e+06 33170.58461
## 1026  0.58605514  1.09  1.09   0.2 0.125   3.3724775 8e+06 33350.64955
## 1027  0.58376203  1.09  1.09   0.2 0.125   3.9671280 8e+06 34035.02667
## 1028  0.58700025  1.09  1.09   0.2 0.125   3.8678688 8e+06 34253.98241
## 1029  0.58291330  1.09  1.09   0.2 0.125   3.9022755 8e+06 34485.99541
## 1030  0.58475142  1.09  1.09   0.2 0.125   3.8009443 8e+06 34589.26554
## 1031  0.59171744  1.09  1.09   0.2 0.125   3.9821170 8e+06 34600.81077
## 1032  0.58463786  1.09  1.09   0.2 0.125   3.7477847 8e+06 34988.39498
## 1033  0.58968310  1.09  1.09   0.2 0.125   3.7898434 8e+06 35173.67354
## 1034  0.59238165  1.09  1.09   0.2 0.125   3.7491326 8e+06 34860.39973
## 1035  0.57603088  1.09  1.09   0.2 0.125   3.6181772 8e+06 34881.17590
## 1036  0.56785048  1.09  1.09   0.2 0.125   4.0176609 8e+06 35005.71050
## 1037  0.57346646  1.09  1.09   0.2 0.125   3.8887498 8e+06 34839.38472
## 1038  0.57328540  1.09  1.09   0.2 0.125   4.0670550 8e+06 35151.76262
## 1039  0.57703005  1.09  1.09   0.2 0.125   4.6684418 8e+06 35473.83601
## 1040  0.57703005  1.09  1.09   0.2 0.125   4.6684418 8e+06 35473.83601
## 1041  0.25516120  1.09  1.09   0.2 0.125   0.9246429 8e+06  5445.35950
## 1042  0.25516120  1.09  1.09   0.2 0.125   0.9246429 8e+06  5445.35950
## 1043  0.27730680  1.09  1.09   0.2 0.125   0.9862752 8e+06  5329.07706
## 1044  0.25977233  1.09  1.09   0.2 0.125   0.9460488 8e+06  5169.01758
## 1045  0.23540716  1.09  1.09   0.2 0.125   0.8429488 8e+06  5194.73289
## 1046  0.23484545  1.09  1.09   0.2 0.125   0.7768982 8e+06  5181.05711
## 1047  0.20075763  1.09  1.09   0.2 0.125   0.8071256 8e+06  5234.48183
## 1048  0.21562515  1.09  1.09   0.2 0.125   0.5321951 8e+06  5309.47064
## 1049  0.18577827  1.09  1.09   0.2 0.125   0.4939984 8e+06  5290.37825
## 1050  0.14169276  1.09  1.09   0.2 0.125   0.3771739 8e+06  5350.62707
## 1051  0.11015049  1.09  1.09   0.2 0.125   0.4810592 8e+06  5306.67257
## 1052  0.09452397  1.09  1.09   0.2 0.125   0.5412984 8e+06  5309.65110
## 1053  0.09150312  1.09  1.09   0.2 0.125   0.6602160 8e+06  5327.69390
## 1054  0.08404588  1.09  1.09   0.2 0.125   0.8723178 8e+06  5334.65279
## 1055  0.07912095  1.09  1.09   0.2 0.125   1.0371839 8e+06  5340.37043
## 1056  0.07924342  1.09  1.09   0.2 0.125   1.1312907 8e+06  5398.29782
## 1057  0.08114290  1.09  1.09   0.2 0.125   1.2183037 8e+06  5454.47169
## 1058  0.07944322  1.09  1.09   0.2 0.125   1.3494561 8e+06  5482.96714
## 1059  0.07996579  1.09  1.09   0.2 0.125   1.4308666 8e+06  5445.60149
## 1060  0.08371264  1.09  1.09   0.2 0.125   1.3313159 8e+06  5414.67895
## 1061  0.08556989  1.09  1.09   0.2 0.125   1.5107637 8e+06  5342.74718
## 1062  0.08414193  1.09  1.09   0.2 0.125   1.5746753 8e+06  5346.51974
## 1063  0.08244150  1.09  1.09   0.2 0.125   1.6784034 8e+06  5282.58015
## 1064  0.08255706  1.09  1.09   0.2 0.125   1.7906521 8e+06  5293.68043
## 1065  0.07478214  1.09  1.09   0.2 0.125   1.8386450 8e+06  5339.93916
## 1066  0.07495605  1.09  1.09   0.2 0.125   1.6367428 8e+06  5465.13415
## 1067  0.06909869  1.09  1.09   0.2 0.125   1.7710959 8e+06  5442.35868
## 1068  0.05667088  1.09  1.09   0.2 0.125   1.7780710 8e+06  5568.35551
## 1069  0.05523651  1.09  1.09   0.2 0.125   1.9071453 8e+06  5735.97876
## 1070  0.05569392  1.09  1.09   0.2 0.125   1.8721880 8e+06  5758.81255
## 1071  0.05375470  1.09  1.09   0.2 0.125   2.0529817 8e+06  5793.83386
## 1072  0.05252460  1.09  1.09   0.2 0.125   2.2597558 8e+06  5776.70755
## 1073  0.05626354  1.09  1.09   0.2 0.125   2.8714434 8e+06  5806.37917
## 1074  0.05191093  1.09  1.09   0.2 0.125   3.1363241 8e+06  5754.21361
## 1075  0.05445324  1.09  1.09   0.2 0.125   3.0166416 8e+06  5802.03846
## 1076  0.05440657  1.09  1.09   0.2 0.125   3.2765659 8e+06  5809.26633
## 1077  0.05760636  1.09  1.09   0.2 0.125   3.6210026 8e+06  5828.73729
## 1078  0.06635122  1.09  1.09   0.2 0.125   3.1438591 8e+06  5870.21150
## 1079  0.06772500  1.09  1.09   0.2 0.125   2.8298664 8e+06  5896.14954
## 1080  0.07111136  1.09  1.09   0.2 0.125   2.9435952 8e+06  5899.96108
## 1081  0.06722914  1.09  1.09   0.2 0.125   3.2734797 8e+06  5855.54684
## 1082  0.06879626  1.09  1.09   0.2 0.125   3.2639528 8e+06  5895.30366
## 1083  0.07317219  1.09  1.09   0.2 0.125   3.2522261 8e+06  5902.41734
## 1084  0.07007053  1.09  1.09   0.2 0.125   3.3554533 8e+06  5942.26690
## 1085  0.06876593  1.09  1.09   0.2 0.125   3.3326107 8e+06  5959.36565
## 1086  0.07736044  1.09  1.09   0.2 0.125   3.4265839 8e+06  6013.72006
## 1087  0.07221952  1.09  1.09   0.2 0.125   3.4649996 8e+06  6013.91269
## 1088  0.07825699  1.09  1.09   0.2 0.125   3.9183256 8e+06  6066.72444
## 1089  0.07564505  1.09  1.09   0.2 0.125   4.1041603 8e+06  6107.84175
## 1090  0.07738374  1.09  1.09   0.2 0.125   4.1728691 8e+06  6136.52186
## 1091  0.07782687  1.09  1.09   0.2 0.125   4.0968038 8e+06  6169.55955
## 1092  0.08530759  1.09  1.09   0.2 0.125   3.7956749 8e+06  6172.96731
## 1093  0.08530759  1.09  1.09   0.2 0.125   3.7956749 8e+06  6172.96731
## 1094  0.08769624  1.09  1.09   0.2 0.125   3.7752868 8e+06  6185.46572
## 1095  0.08790193  1.09  1.09   0.2 0.125   4.1274299 8e+06  6255.45703
## 1096  0.08346895  1.09  1.09   0.2 0.125   4.2133434 8e+06  6271.42939
## 1097  0.08458984  1.09  1.09   0.2 0.125   4.1658666 8e+06  6309.94086
## 1098  0.07790177  1.09  1.09   0.2 0.125   3.8910751 8e+06  6322.00796
## 1099  0.08129259  1.09  1.09   0.2 0.125   4.2502088 8e+06  6449.05641
## 1100  0.08209499  1.09  1.09   0.2 0.125   3.3040735 8e+06  6552.17516
## 1101  0.08070951  1.09  1.09   0.2 0.125   3.2324339 8e+06  6546.67807
## 1102  0.07471987  1.09  1.09   0.2 0.125   3.8628414 8e+06  6559.66004
## 1103  0.08286856  1.09  1.09   0.2 0.125   4.8401545 8e+06  6397.20782
## 1104  0.07756204  1.09  1.09   0.2 0.125   4.9946994 8e+06  6549.82358
## 1105  0.07470862  1.09  1.09   0.2 0.125   5.3853543 8e+06  6549.22955
## 1106  0.07381061  1.09  1.09   0.2 0.125   4.8475296 8e+06  6642.70443
## 1107  0.06893957  1.09  1.09   0.2 0.125   5.2568468 8e+06  6625.71649
## 1108  0.07653639  1.09  1.09   0.2 0.125   4.5829087 8e+06  6794.26669
## 1109  0.07663924  1.09  1.09   0.2 0.125   4.4967219 8e+06  6636.11758
## 1110  0.08023708  1.09  1.09   0.2 0.125   3.9930736 8e+06  6660.59976
## 1111  0.07941857  1.09  1.09   0.2 0.125   3.9744793 8e+06  6641.59184
## 1112  0.08653577  1.09  1.09   0.2 0.125   3.8659845 8e+06  6810.41102
## 1113  0.09122217  1.09  1.09   0.2 0.125   4.8280621 8e+06  6973.81012
## 1114  0.09242299  1.09  1.09   0.2 0.125   4.8259665 8e+06  6985.76128
## 1115  0.09318470  1.09  1.09   0.2 0.125   4.8057248 8e+06  7031.99761
## 1116  0.09200544  1.09  1.09   0.2 0.125   4.4356926 8e+06  6970.70550
## 1117  0.09133466  1.09  1.09   0.2 0.125   4.5084731 8e+06  6974.61368
## 1118  0.08868699  1.09  1.09   0.2 0.125   4.5573317 8e+06  7000.85955
## 1119  0.09149282  1.09  1.09   0.2 0.125   4.8735764 8e+06  7027.05794
## 1120  0.09751156  1.09  1.09   0.2 0.125   4.9560886 8e+06  7071.18209
## 1121  0.09893303  1.09  1.09   0.2 0.125   4.9039563 8e+06  7123.54038
## 1122  0.09785876  1.09  1.09   0.2 0.125   4.8644709 8e+06  7136.49628
## 1123  0.09787396  1.09  1.09   0.2 0.125   4.9312896 8e+06  7211.86625
## 1124  0.09921299  1.09  1.09   0.2 0.125   4.7775131 8e+06  7238.23067
## 1125  0.10354182  1.09  1.09   0.2 0.125   4.3032389 8e+06  7303.44812
## 1126  0.10566789  1.09  1.09   0.2 0.125   4.1771904 8e+06  7366.21319
## 1127  0.10824797  1.09  1.09   0.2 0.125   4.1080807 8e+06  7363.20483
## 1128  0.10568097  1.09  1.09   0.2 0.125   4.0961060 8e+06  7400.36233
## 1129  0.10118877  1.09  1.09   0.2 0.125   3.9174570 8e+06  7507.35725
## 1130  0.10507003  1.09  1.09   0.2 0.125   3.6555050 8e+06  7482.13563
## 1131  0.10600849  1.09  1.09   0.2 0.125   3.7186116 8e+06  7533.76915
## 1132  0.10961216  1.09  1.09   0.2 0.125   3.6061232 8e+06  7483.89854
## 1133  0.10913183  1.09  1.09   0.2 0.125   3.5321885 8e+06  7436.76524
## 1134  0.11228788  1.09  1.09   0.2 0.125   3.7067665 8e+06  7503.05048
## 1135  0.10919601  1.09  1.09   0.2 0.125   3.5362352 8e+06  7494.27168
## 1136  0.10995219  1.09  1.09   0.2 0.125   3.6694386 8e+06  7522.66136
## 1137  0.11290829  1.09  1.09   0.2 0.125   3.7783217 8e+06  7526.37833
## 1138  0.11339830  1.09  1.09   0.2 0.125   3.9011440 8e+06  7543.38844
## 1139  0.10918515  1.09  1.09   0.2 0.125   3.8450985 8e+06  7543.67897
## 1140  0.10741334  1.09  1.09   0.2 0.125   4.0039791 8e+06  7480.63183
## 1141  0.10445946  1.09  1.09   0.2 0.125   3.6908211 8e+06  7528.18318
## 1142  0.10825721  1.09  1.09   0.2 0.125   3.8511415 8e+06  7632.83224
## 1143  0.10555434  1.09  1.09   0.2 0.125   3.6943189 8e+06  7633.22607
## 1144  0.10555434  1.09  1.09   0.2 0.125   3.6943189 8e+06  7633.22607
## 1145  0.10398547  1.09  1.09   0.2 0.125   0.2297617 8e+06 13808.91963
## 1146  0.10398547  1.09  1.09   0.2 0.125   0.2297617 8e+06 13808.91963
## 1147  0.09080329  1.09  1.09   0.2 0.125   0.2197084 8e+06 13726.90895
## 1148  0.09113995  1.09  1.09   0.2 0.125   0.3297602 8e+06 13890.27851
## 1149  0.09497105  1.09  1.09   0.2 0.125   0.3394946 8e+06 14263.88306
## 1150  0.08166123  1.09  1.09   0.2 0.125   0.3675930 8e+06 13745.68401
## 1151  0.06461071  1.09  1.09   0.2 0.125   0.3892552 8e+06 13451.05831
## 1152  0.06555664  1.09  1.09   0.2 0.125   0.5419382 8e+06 13577.88338
## 1153  0.06906890  1.09  1.09   0.2 0.125   0.6035640 8e+06 13463.13132
## 1154  0.07445091  1.09  1.09   0.2 0.125   0.6322222 8e+06 13474.16237
## 1155  0.07275975  1.09  1.09   0.2 0.125   0.7027146 8e+06 13432.20036
## 1156  0.08121724  1.09  1.09   0.2 0.125   0.7933917 8e+06 13811.51894
## 1157  0.08490022  1.09  1.09   0.2 0.125   0.9427470 8e+06 13730.01886
## 1158  0.09042644  1.09  1.09   0.2 0.125   0.9830992 8e+06 13905.38912
## 1159  0.09495676  1.09  1.09   0.2 0.125   1.0000322 8e+06 14253.42846
## 1160  0.09544428  1.09  1.09   0.2 0.125   1.0017407 8e+06 14526.39692
## 1161  0.09533168  1.09  1.09   0.2 0.125   1.0214150 8e+06 14614.57544
## 1162  0.09514458  1.09  1.09   0.2 0.125   1.1274005 8e+06 15082.93516
## 1163  0.10101345  1.09  1.09   0.2 0.125   1.2348665 8e+06 15380.17269
## 1164  0.10862509  1.09  1.09   0.2 0.125   1.2720583 8e+06 15460.47268
## 1165  0.11014672  1.09  1.09   0.2 0.125   1.4089165 8e+06 15796.37757
## 1166  0.11435871  1.09  1.09   0.2 0.125   1.4215125 8e+06 16041.66501
## 1167  0.12310892  1.09  1.09   0.2 0.125   1.5329818 8e+06 16099.58125
## 1168  0.12784265  1.09  1.09   0.2 0.125   1.5687882 8e+06 16420.72090
## 1169  0.12755688  1.09  1.09   0.2 0.125   1.5358297 8e+06 16587.11653
## 1170  0.13262196  1.09  1.09   0.2 0.125   1.5873316 8e+06 16838.59807
## 1171  0.12112828  1.09  1.09   0.2 0.125   1.8409706 8e+06 16674.85280
## 1172  0.12350371  1.09  1.09   0.2 0.125   2.0100875 8e+06 16756.10009
## 1173  0.12101195  1.09  1.09   0.2 0.125   2.0724985 8e+06 16791.92327
## 1174  0.11260926  1.09  1.09   0.2 0.125   2.4423591 8e+06 16840.77766
## 1175  0.10917473  1.09  1.09   0.2 0.125   2.5541987 8e+06 16798.20866
## 1176  0.10956247  1.09  1.09   0.2 0.125   2.6023701 8e+06 17169.09088
## 1177  0.11050314  1.09  1.09   0.2 0.125   2.7145887 8e+06 17409.86965
## 1178  0.11181348  1.09  1.09   0.2 0.125   2.7194419 8e+06 17462.09737
## 1179  0.11022352  1.09  1.09   0.2 0.125   2.7193066 8e+06 17638.36507
## 1180  0.10994991  1.09  1.09   0.2 0.125   2.7031495 8e+06 17796.26754
## 1181  0.11452369  1.09  1.09   0.2 0.125   2.8101867 8e+06 17780.14221
## 1182  0.11573303  1.09  1.09   0.2 0.125   3.1263440 8e+06 17846.35858
## 1183  0.11837734  1.09  1.09   0.2 0.125   3.2305970 8e+06 18031.67754
## 1184  0.11537099  1.09  1.09   0.2 0.125   3.1135181 8e+06 18048.66257
## 1185  0.11095422  1.09  1.09   0.2 0.125   3.2219917 8e+06 18018.92087
## 1186  0.11231458  1.09  1.09   0.2 0.125   3.2720558 8e+06 18115.49996
## 1187  0.11571017  1.09  1.09   0.2 0.125   3.2087770 8e+06 18272.89958
## 1188  0.11389458  1.09  1.09   0.2 0.125   3.2556944 8e+06 18181.89622
## 1189  0.11412327  1.09  1.09   0.2 0.125   3.0802988 8e+06 18111.60237
## 1190  0.11676305  1.09  1.09   0.2 0.125   3.0537104 8e+06 18156.69608
## 1191  0.11571775  1.09  1.09   0.2 0.125   2.9023864 8e+06 18157.21619
## 1192  0.11385797  1.09  1.09   0.2 0.125   3.0640405 8e+06 18142.30384
## 1193  0.11148923  1.09  1.09   0.2 0.125   2.9768149 8e+06 18121.98439
## 1194  0.11390616  1.09  1.09   0.2 0.125   3.1548400 8e+06 18115.88130
## 1195  0.11386642  1.09  1.09   0.2 0.125   3.0163247 8e+06 18070.67488
## 1196  0.11430205  1.09  1.09   0.2 0.125   3.1709338 8e+06 18285.84490
## 1197  0.11430205  1.09  1.09   0.2 0.125   3.1709338 8e+06 18285.84490
## 1198  0.11781397  1.09  1.09   0.2 0.125   3.2320006 8e+06 18297.28472
## 1199  0.11931087  1.09  1.09   0.2 0.125   3.1910781 8e+06 18323.38844
## 1200  0.12147013  1.09  1.09   0.2 0.125   3.2576873 8e+06 18289.82205
## 1201  0.11769630  1.09  1.09   0.2 0.125   3.3610012 8e+06 18525.33472
## 1202  0.11651585  1.09  1.09   0.2 0.125   3.3402926 8e+06 18689.46853
## 1203  0.11967454  1.09  1.09   0.2 0.125   4.3954302 8e+06 19127.34899
## 1204  0.11722665  1.09  1.09   0.2 0.125   5.1450549 8e+06 19445.04971
## 1205  0.12584287  1.09  1.09   0.2 0.125   6.3034760 8e+06 20039.92705
## 1206  0.12844721  1.09  1.09   0.2 0.125   6.5224103 8e+06 20039.90499
## 1207  0.12672484  1.09  1.09   0.2 0.125   8.6958628 8e+06 20208.98779
## 1208  0.12850624  1.09  1.09   0.2 0.125  11.2189310 8e+06 20580.58104
## 1209  0.12675160  1.09  1.09   0.2 0.125  10.1383387 8e+06 20826.21187
## 1210  0.12645349  1.09  1.09   0.2 0.125   8.8411898 8e+06 20896.50124
## 1211  0.12256622  1.09  1.09   0.2 0.125  11.7955907 8e+06 21504.89998
## 1212  0.12509004  1.09  1.09   0.2 0.125  11.4072760 8e+06 21862.65411
## 1213  0.12384558  1.09  1.09   0.2 0.125  11.8941060 8e+06 21843.13718
## 1214  0.12679609  1.09  1.09   0.2 0.125  10.3716149 8e+06 22010.72413
## 1215  0.13005150  1.09  1.09   0.2 0.125  11.1221262 8e+06 22270.71089
## 1216  0.12345984  1.09  1.09   0.2 0.125  10.8281173 8e+06 22250.90787
## 1217  0.13561846  1.09  1.09   0.2 0.125   8.8002801 8e+06 22211.35574
## 1218  0.13458036  1.09  1.09   0.2 0.125   9.3634796 8e+06 22620.71035
## 1219  0.13468149  1.09  1.09   0.2 0.125   9.4127191 8e+06 22928.77245
## 1220  0.13247136  1.09  1.09   0.2 0.125  11.7152207 8e+06 22852.88117
## 1221  0.12912712  1.09  1.09   0.2 0.125  10.9445424 8e+06 22980.20221
## 1222  0.12780823  1.09  1.09   0.2 0.125   8.5061055 8e+06 22836.21745
## 1223  0.13127431  1.09  1.09   0.2 0.125   8.6347057 8e+06 23221.92712
## 1224  0.13502236  1.09  1.09   0.2 0.125   8.6105887 8e+06 23669.07499
## 1225  0.13651041  1.09  1.09   0.2 0.125   9.1458610 8e+06 23935.97793
## 1226  0.13715692  1.09  1.09   0.2 0.125  10.3271316 8e+06 24160.83531
## 1227  0.13346410  1.09  1.09   0.2 0.125  12.1016804 8e+06 24420.42741
## 1228  0.13158621  1.09  1.09   0.2 0.125  13.4783521 8e+06 24782.56824
## 1229  0.13389401  1.09  1.09   0.2 0.125  13.3903089 8e+06 24813.68490
## 1230  0.13295825  1.09  1.09   0.2 0.125  12.6949715 8e+06 24850.19003
## 1231  0.13379458  1.09  1.09   0.2 0.125  11.2694160 8e+06 25045.19308
## 1232  0.13847609  1.09  1.09   0.2 0.125  11.7686915 8e+06 25134.35299
## 1233  0.14224282  1.09  1.09   0.2 0.125  13.2914269 8e+06 25492.89557
## 1234  0.14453583  1.09  1.09   0.2 0.125  13.9413576 8e+06 25724.04246
## 1235  0.14274466  1.09  1.09   0.2 0.125  14.9910545 8e+06 25929.64604
## 1236  0.14378446  1.09  1.09   0.2 0.125  14.1932681 8e+06 26121.62242
## 1237  0.14475750  1.09  1.09   0.2 0.125  13.3743620 8e+06 26183.13299
## 1238  0.14464732  1.09  1.09   0.2 0.125  12.5726136 8e+06 26284.41397
## 1239  0.14271004  1.09  1.09   0.2 0.125  11.4078244 8e+06 26304.81568
## 1240  0.13962508  1.09  1.09   0.2 0.125  11.5176042 8e+06 26424.64512
## 1241  0.13956930  1.09  1.09   0.2 0.125  10.3861122 8e+06 26568.34721
## 1242  0.13852998  1.09  1.09   0.2 0.125  10.9969276 8e+06 26688.70234
## 1243  0.13802773  1.09  1.09   0.2 0.125   9.4722813 8e+06 26679.51393
## 1244  0.13985769  1.09  1.09   0.2 0.125   9.6153024 8e+06 26811.31380
## 1245  0.13829143  1.09  1.09   0.2 0.125  10.3100123 8e+06 26819.86658
## 1246  0.13851329  1.09  1.09   0.2 0.125   9.7626656 8e+06 26873.18068
## 1247  0.14130455  1.09  1.09   0.2 0.125  11.0325942 8e+06 27108.72298
## 1248  0.14130455  1.09  1.09   0.2 0.125  11.0325942 8e+06 27108.72298
## 1249  0.29512905  1.09  1.09   0.2 0.125   0.4773995 8e+06 19071.84623
## 1250  0.29512905  1.09  1.09   0.2 0.125   0.4773995 8e+06 19071.84623
## 1251  0.28913371  1.09  1.09   0.2 0.125   0.5340928 8e+06 19346.50802
## 1252  0.18602209  1.09  1.09   0.2 0.125   0.7545637 8e+06 19668.25829
## 1253  0.18115816  1.09  1.09   0.2 0.125   0.7994457 8e+06 19472.89164
## 1254  0.15307546  1.09  1.09   0.2 0.125   0.7915807 8e+06 20090.18207
## 1255  0.12439577  1.09  1.09   0.2 0.125   0.8472509 8e+06 20594.17981
## 1256  0.13385383  1.09  1.09   0.2 0.125   0.7374004 8e+06 21890.21748
## 1257  0.14300635  1.09  1.09   0.2 0.125   0.9840518 8e+06 22155.86004
## 1258  0.13438033  1.09  1.09   0.2 0.125   1.1342209 8e+06 22718.78531
## 1259  0.13024653  1.09  1.09   0.2 0.125   1.3060436 8e+06 23067.31398
## 1260  0.13296223  1.09  1.09   0.2 0.125   1.6833193 8e+06 22254.14885
## 1261  0.14500271  1.09  1.09   0.2 0.125   1.7936140 8e+06 22263.54124
## 1262  0.13168826  1.09  1.09   0.2 0.125   1.7867904 8e+06 22949.96416
## 1263  0.14239658  1.09  1.09   0.2 0.125   1.9361378 8e+06 22833.46471
## 1264  0.14555286  1.09  1.09   0.2 0.125   2.4027849 8e+06 22451.39884
## 1265  0.14817577  1.09  1.09   0.2 0.125   2.7096135 8e+06 22487.31751
## 1266  0.14185735  1.09  1.09   0.2 0.125   3.3521965 8e+06 22642.46492
## 1267  0.13676238  1.09  1.09   0.2 0.125   3.1067689 8e+06 22534.57015
## 1268  0.13141528  1.09  1.09   0.2 0.125   4.8011549 8e+06 22790.04329
## 1269  0.12562256  1.09  1.09   0.2 0.125   5.1811706 8e+06 22819.76287
## 1270  0.11576173  1.09  1.09   0.2 0.125   5.7737120 8e+06 23247.93714
## 1271  0.11942506  1.09  1.09   0.2 0.125   5.4500138 8e+06 23155.51746
## 1272  0.12717907  1.09  1.09   0.2 0.125   6.3634047 8e+06 23161.59101
## 1273  0.11680505  1.09  1.09   0.2 0.125   6.1406994 8e+06 23084.77836
## 1274  0.11052248  1.09  1.09   0.2 0.125   5.7640038 8e+06 23150.63656
## 1275  0.11682915  1.09  1.09   0.2 0.125   5.4912733 8e+06 23420.54924
## 1276  0.11759513  1.09  1.09   0.2 0.125   6.2078988 8e+06 24227.13177
## 1277  0.12585350  1.09  1.09   0.2 0.125   6.8337527 8e+06 24101.25857
## 1278  0.12447749  1.09  1.09   0.2 0.125   6.3946958 8e+06 24988.30620
## 1279  0.11936442  1.09  1.09   0.2 0.125   6.7469926 8e+06 25533.91769
## 1280  0.12398040  1.09  1.09   0.2 0.125   7.2986105 8e+06 25724.53510
## 1281  0.11993691  1.09  1.09   0.2 0.125   6.5016722 8e+06 25434.51010
## 1282  0.13935121  1.09  1.09   0.2 0.125   5.6300285 8e+06 25124.00048
## 1283  0.14260814  1.09  1.09   0.2 0.125   5.4765407 8e+06 24957.29066
## 1284  0.13652404  1.09  1.09   0.2 0.125   5.5880765 8e+06 25019.32478
## 1285  0.14968022  1.09  1.09   0.2 0.125   7.6876666 8e+06 25672.25362
## 1286  0.17028951  1.09  1.09   0.2 0.125   9.6837137 8e+06 26031.98779
## 1287  0.14558598  1.09  1.09   0.2 0.125   9.3995704 8e+06 26073.72081
## 1288  0.14929435  1.09  1.09   0.2 0.125   9.6938254 8e+06 26097.47495
## 1289  0.13353011  1.09  1.09   0.2 0.125   8.0936507 8e+06 25955.51772
## 1290  0.14194218  1.09  1.09   0.2 0.125  10.3791047 8e+06 25813.12690
## 1291  0.13972002  1.09  1.09   0.2 0.125   8.9992892 8e+06 25287.84378
## 1292  0.14278831  1.09  1.09   0.2 0.125  12.9480737 8e+06 25951.06163
## 1293  0.12691952  1.09  1.09   0.2 0.125  13.0629870 8e+06 25715.23440
## 1294  0.12374632  1.09  1.09   0.2 0.125  12.7828944 8e+06 25523.12880
## 1295  0.13176460  1.09  1.09   0.2 0.125  12.2068857 8e+06 25827.99785
## 1296  0.12801732  1.09  1.09   0.2 0.125  12.3531877 8e+06 25897.79266
## 1297  0.12261960  1.09  1.09   0.2 0.125  11.3708948 8e+06 25649.67405
## 1298  0.12615611  1.09  1.09   0.2 0.125  11.3357324 8e+06 25662.23669
## 1299  0.13866853  1.09  1.09   0.2 0.125  10.5819116 8e+06 25638.77641
## 1300  0.13663764  1.09  1.09   0.2 0.125  10.1950612 8e+06 25812.84405
## 1301  0.13663764  1.09  1.09   0.2 0.125  10.1950612 8e+06 25812.84405
## 1302  0.14778157  1.09  1.09   0.2 0.125  12.1699327 8e+06 25761.27153
## 1303  0.13352662  1.09  1.09   0.2 0.125  14.5374376 8e+06 25691.43338
## 1304  0.14046029  1.09  1.09   0.2 0.125  13.1454651 8e+06 26311.48173
## 1305  0.15016881  1.09  1.09   0.2 0.125  17.0030515 8e+06 27558.61288
## 1306  0.14074082  1.09  1.09   0.2 0.125   8.2585926 8e+06 25928.32800
## 1307  0.14943406  1.09  1.09   0.2 0.125  21.4826293 8e+06 28327.62013
## 1308  0.16092287  1.09  1.09   0.2 0.125  29.1042075 8e+06 28752.36964
## 1309  0.15517085  1.09  1.09   0.2 0.125  35.0096383 8e+06 28720.31120
## 1310  0.17168402  1.09  1.09   0.2 0.125  44.8706016 8e+06 28965.90144
## 1311  0.14048637  1.09  1.09   0.2 0.125  45.1295399 8e+06 29897.30554
## 1312  0.13969175  1.09  1.09   0.2 0.125  61.1411716 8e+06 29828.54006
## 1313  0.14325542  1.09  1.09   0.2 0.125  50.1907678 8e+06 30530.54367
## 1314  0.15315597  1.09  1.09   0.2 0.125  48.4394645 8e+06 30987.08309
## 1315  0.16216869  1.09  1.09   0.2 0.125  56.2691010 8e+06 31679.42011
## 1316  0.14591706  1.09  1.09   0.2 0.125  54.9628867 8e+06 32698.17405
## 1317  0.14486233  1.09  1.09   0.2 0.125  57.4080668 8e+06 32928.44835
## 1318  0.19097975  1.09  1.09   0.2 0.125  76.7374652 8e+06 32536.68938
## 1319  0.18692955  1.09  1.09   0.2 0.125  60.8465723 8e+06 33275.70945
## 1320  0.20959393  1.09  1.09   0.2 0.125  93.9160326 8e+06 33201.75253
## 1321  0.18376378  1.09  1.09   0.2 0.125  77.1351089 8e+06 33529.99035
## 1322  0.17038422  1.09  1.09   0.2 0.125  83.2631155 8e+06 33234.89585
## 1323  0.16577725  1.09  1.09   0.2 0.125  46.0202331 8e+06 35454.16747
## 1324  0.14944090  1.09  1.09   0.2 0.125  57.9358308 8e+06 35054.55112
## 1325  0.15604177  1.09  1.09   0.2 0.125  59.8731866 8e+06 35356.98812
## 1326  0.14433097  1.09  1.09   0.2 0.125  62.7296380 8e+06 35052.97352
## 1327  0.16170039  1.09  1.09   0.2 0.125  57.2913986 8e+06 35112.63347
## 1328  0.15837028  1.09  1.09   0.2 0.125  66.2223342 8e+06 35181.10196
## 1329  0.16168668  1.09  1.09   0.2 0.125  75.6782513 8e+06 35242.89125
## 1330  0.17132766  1.09  1.09   0.2 0.125  66.8668762 8e+06 35470.88995
## 1331  0.17377078  1.09  1.09   0.2 0.125  54.5717178 8e+06 35741.66558
## 1332  0.18154774  1.09  1.09   0.2 0.125  52.1291583 8e+06 35928.90239
## 1333  0.14385300  1.09  1.09   0.2 0.125  36.1481542 8e+06 36949.14840
## 1334  0.16331926  1.09  1.09   0.2 0.125  40.2610688 8e+06 37508.13971
## 1335  0.16070570  1.09  1.09   0.2 0.125  37.8620552 8e+06 37814.00255
## 1336  0.16705811  1.09  1.09   0.2 0.125  40.1730136 8e+06 38409.75338
## 1337  0.16667507  1.09  1.09   0.2 0.125  41.4733795 8e+06 38811.39800
## 1338  0.16239694  1.09  1.09   0.2 0.125  37.0897960 8e+06 39193.36692
## 1339  0.17390210  1.09  1.09   0.2 0.125  37.5684109 8e+06 39188.38770
## 1340  0.17464689  1.09  1.09   0.2 0.125  33.9545978 8e+06 40240.00300
## 1341  0.17721141  1.09  1.09   0.2 0.125  37.4848558 8e+06 40354.33433
## 1342  0.16555765  1.09  1.09   0.2 0.125  34.6699578 8e+06 40758.99439
## 1343  0.16921718  1.09  1.09   0.2 0.125  34.2515877 8e+06 40386.97360
## 1344  0.16743361  1.09  1.09   0.2 0.125  34.0106193 8e+06 40772.64440
## 1345  0.16278209  1.09  1.09   0.2 0.125  41.2037535 8e+06 41219.37595
## 1346  0.16328309  1.09  1.09   0.2 0.125  40.5223317 8e+06 41160.57735
## 1347  0.18527453  1.09  1.09   0.2 0.125  40.7208640 8e+06 40818.40323
## 1348  0.17125197  1.09  1.09   0.2 0.125  33.3546118 8e+06 41252.12527
## 1349  0.18498053  1.09  1.09   0.2 0.125  34.8258996 8e+06 41824.31866
## 1350  0.19155909  1.09  1.09   0.2 0.125  42.1617183 8e+06 42415.99418
## 1351  0.18578272  1.09  1.09   0.2 0.125  39.0302792 8e+06 42199.75406
## 1352  0.18578272  1.09  1.09   0.2 0.125  39.0302792 8e+06 42199.75406
## 1353  0.36861726  1.09  1.09   0.2 0.125   0.7704617 8e+06  8948.65372
## 1354  0.36861726  1.09  1.09   0.2 0.125   0.7704617 8e+06  8948.65372
## 1355  0.39558724  1.09  1.09   0.2 0.125   0.8195844 8e+06  9195.12580
## 1356  0.32254507  1.09  1.09   0.2 0.125   1.2642739 8e+06  9013.29821
## 1357  0.25363334  1.09  1.09   0.2 0.125   1.1489448 8e+06  8744.84914
## 1358  0.19201094  1.09  1.09   0.2 0.125   1.0481047 8e+06  8664.53688
## 1359  0.15303161  1.09  1.09   0.2 0.125   0.9552503 8e+06  8626.32785
## 1360  0.13042777  1.09  1.09   0.2 0.125   1.0568982 8e+06  8664.83034
## 1361  0.11508090  1.09  1.09   0.2 0.125   1.1409173 8e+06  8740.63307
## 1362  0.10723901  1.09  1.09   0.2 0.125   1.2367491 8e+06  8779.77912
## 1363  0.11162511  1.09  1.09   0.2 0.125   1.2887697 8e+06  8773.28540
## 1364  0.10821662  1.09  1.09   0.2 0.125   1.6905739 8e+06  9038.03581
## 1365  0.11056588  1.09  1.09   0.2 0.125   1.7504861 8e+06  9087.36850
## 1366  0.10967885  1.09  1.09   0.2 0.125   2.0721166 8e+06  9147.50810
## 1367  0.10733221  1.09  1.09   0.2 0.125   2.1285644 8e+06  9159.53879
## 1368  0.10858143  1.09  1.09   0.2 0.125   2.1973116 8e+06  9284.57704
## 1369  0.10406234  1.09  1.09   0.2 0.125   2.5828651 8e+06  9535.62349
## 1370  0.10305150  1.09  1.09   0.2 0.125   3.0767844 8e+06  9615.96377
## 1371  0.09907392  1.09  1.09   0.2 0.125   3.5248439 8e+06  9681.47850
## 1372  0.10795784  1.09  1.09   0.2 0.125   3.5690119 8e+06  9851.08547
## 1373  0.10686032  1.09  1.09   0.2 0.125   4.4663678 8e+06  9824.70926
## 1374  0.10785588  1.09  1.09   0.2 0.125   4.5805357 8e+06  9876.04948
## 1375  0.10338695  1.09  1.09   0.2 0.125   4.8915934 8e+06  9826.13116
## 1376  0.10380686  1.09  1.09   0.2 0.125   5.3391693 8e+06  9775.73523
## 1377  0.10154997  1.09  1.09   0.2 0.125   5.2817035 8e+06  9870.62702
## 1378  0.09828158  1.09  1.09   0.2 0.125   4.8288887 8e+06  9912.01150
## 1379  0.10315932  1.09  1.09   0.2 0.125   4.7397395 8e+06  9903.15595
## 1380  0.10056590  1.09  1.09   0.2 0.125   4.6334301 8e+06  9946.58114
## 1381  0.10380648  1.09  1.09   0.2 0.125   4.4390892 8e+06  9959.33893
## 1382  0.10416112  1.09  1.09   0.2 0.125   5.5822779 8e+06 10075.44767
## 1383  0.10411344  1.09  1.09   0.2 0.125   6.6820069 8e+06 10150.38469
## 1384  0.10655373  1.09  1.09   0.2 0.125   7.2855581 8e+06 10231.46849
## 1385  0.10686620  1.09  1.09   0.2 0.125   8.1051132 8e+06 10240.55214
## 1386  0.10886161  1.09  1.09   0.2 0.125   7.7777005 8e+06 10360.73956
## 1387  0.11103061  1.09  1.09   0.2 0.125   7.7872939 8e+06 10444.13404
## 1388  0.11197655  1.09  1.09   0.2 0.125   7.7649547 8e+06 10379.57448
## 1389  0.11025789  1.09  1.09   0.2 0.125   7.3371949 8e+06 10433.70445
## 1390  0.11191049  1.09  1.09   0.2 0.125   6.9385406 8e+06 10532.86090
## 1391  0.11266466  1.09  1.09   0.2 0.125   7.2175539 8e+06 10498.14453
## 1392  0.11155737  1.09  1.09   0.2 0.125   7.4116984 8e+06 10543.30672
## 1393  0.10880561  1.09  1.09   0.2 0.125   7.4307690 8e+06 10511.65623
## 1394  0.10937965  1.09  1.09   0.2 0.125   7.7805334 8e+06 10631.11900
## 1395  0.11258256  1.09  1.09   0.2 0.125   7.9375837 8e+06 10741.33636
## 1396  0.11346018  1.09  1.09   0.2 0.125   7.7145834 8e+06 10705.94081
## 1397  0.11621741  1.09  1.09   0.2 0.125   7.3581978 8e+06 10749.44548
## 1398  0.11688865  1.09  1.09   0.2 0.125   7.3140381 8e+06 10869.04193
## 1399  0.11896506  1.09  1.09   0.2 0.125   7.5827551 8e+06 10902.98687
## 1400  0.11779318  1.09  1.09   0.2 0.125   7.6833262 8e+06 10909.11046
## 1401  0.11874884  1.09  1.09   0.2 0.125   7.4962502 8e+06 10939.33042
## 1402  0.12407660  1.09  1.09   0.2 0.125   7.2891206 8e+06 10955.71107
## 1403  0.12369244  1.09  1.09   0.2 0.125   7.4185669 8e+06 10940.17330
## 1404  0.11838776  1.09  1.09   0.2 0.125   7.1101915 8e+06 11070.51865
## 1405  0.11838776  1.09  1.09   0.2 0.125   7.1101915 8e+06 11070.51865
## 1406  0.12200752  1.09  1.09   0.2 0.125   6.9654056 8e+06 11091.71735
## 1407  0.12486613  1.09  1.09   0.2 0.125   7.1999522 8e+06 11190.94381
## 1408  0.12073807  1.09  1.09   0.2 0.125   7.2286744 8e+06 11242.40835
## 1409  0.12075389  1.09  1.09   0.2 0.125   7.3554940 8e+06 11362.66763
## 1410  0.11795674  1.09  1.09   0.2 0.125   6.9652713 8e+06 11378.55685
## 1411  0.11766813  1.09  1.09   0.2 0.125   5.9874546 8e+06 11417.82496
## 1412  0.10832072  1.09  1.09   0.2 0.125   6.1084855 8e+06 11321.24900
## 1413  0.11312422  1.09  1.09   0.2 0.125   5.7515630 8e+06 11375.93922
## 1414  0.11117493  1.09  1.09   0.2 0.125   7.8636674 8e+06 11382.28943
## 1415  0.10753729  1.09  1.09   0.2 0.125   9.5421050 8e+06 11483.39036
## 1416  0.11350384  1.09  1.09   0.2 0.125  10.5659332 8e+06 11623.21583
## 1417  0.11482977  1.09  1.09   0.2 0.125  16.6642226 8e+06 11494.96068
## 1418  0.11623424  1.09  1.09   0.2 0.125  20.1556320 8e+06 11632.54997
## 1419  0.12219506  1.09  1.09   0.2 0.125  25.8710752 8e+06 11624.81056
## 1420  0.12045193  1.09  1.09   0.2 0.125  28.2101201 8e+06 11655.86805
## 1421  0.11769051  1.09  1.09   0.2 0.125  23.6661500 8e+06 11631.97732
## 1422  0.11620878  1.09  1.09   0.2 0.125  20.5811800 8e+06 11671.22447
## 1423  0.11793961  1.09  1.09   0.2 0.125  20.8196490 8e+06 11590.66271
## 1424  0.12048966  1.09  1.09   0.2 0.125  24.1935560 8e+06 11870.75346
## 1425  0.12134727  1.09  1.09   0.2 0.125  23.6893260 8e+06 11906.20191
## 1426  0.11866922  1.09  1.09   0.2 0.125  27.0184734 8e+06 12023.00631
## 1427  0.12205067  1.09  1.09   0.2 0.125  29.3936952 8e+06 12163.64247
## 1428  0.11917239  1.09  1.09   0.2 0.125  28.4878534 8e+06 12395.04371
## 1429  0.12062775  1.09  1.09   0.2 0.125  30.5218208 8e+06 12503.13489
## 1430  0.12004991  1.09  1.09   0.2 0.125  29.9918228 8e+06 12682.44105
## 1431  0.11838782  1.09  1.09   0.2 0.125  27.5729907 8e+06 12836.07367
## 1432  0.12032046  1.09  1.09   0.2 0.125  28.6602246 8e+06 12885.11395
## 1433  0.11986753  1.09  1.09   0.2 0.125  23.4708930 8e+06 13227.63004
## 1434  0.12188294  1.09  1.09   0.2 0.125  19.7273632 8e+06 13533.21974
## 1435  0.12266063  1.09  1.09   0.2 0.125  17.2240893 8e+06 13829.49035
## 1436  0.12198781  1.09  1.09   0.2 0.125  17.2378831 8e+06 14053.38903
## 1437  0.12351434  1.09  1.09   0.2 0.125  17.2736995 8e+06 14161.22334
## 1438  0.12326810  1.09  1.09   0.2 0.125  17.8450320 8e+06 14211.15147
## 1439  0.12203701  1.09  1.09   0.2 0.125  15.3154834 8e+06 14512.95632
## 1440  0.12415556  1.09  1.09   0.2 0.125  15.2412033 8e+06 14512.79349
## 1441  0.12159698  1.09  1.09   0.2 0.125  13.7946241 8e+06 14593.94862
## 1442  0.12662475  1.09  1.09   0.2 0.125  14.6962308 8e+06 14677.13394
## 1443  0.12742715  1.09  1.09   0.2 0.125  15.7157258 8e+06 14661.80445
## 1444  0.12286673  1.09  1.09   0.2 0.125  14.6475279 8e+06 14830.13607
## 1445  0.12280955  1.09  1.09   0.2 0.125  14.2751763 8e+06 15061.15645
## 1446  0.12691449  1.09  1.09   0.2 0.125  12.5368752 8e+06 15248.03470
## 1447  0.12668646  1.09  1.09   0.2 0.125  12.3753517 8e+06 15314.35655
## 1448  0.12651369  1.09  1.09   0.2 0.125  12.5196682 8e+06 15463.62181
## 1449  0.12888570  1.09  1.09   0.2 0.125  11.5189094 8e+06 15566.87078
## 1450  0.12636537  1.09  1.09   0.2 0.125  12.2624398 8e+06 15634.59112
## 1451  0.12503975  1.09  1.09   0.2 0.125  11.7065884 8e+06 15747.97530
## 1452  0.12802580  1.09  1.09   0.2 0.125  11.8594635 8e+06 15749.61967
## 1453  0.12659073  1.09  1.09   0.2 0.125  10.8184029 8e+06 15813.19349
## 1454  0.12816028  1.09  1.09   0.2 0.125  10.2008060 8e+06 15878.55132
## 1455  0.12754104  1.09  1.09   0.2 0.125  10.6055564 8e+06 15921.18260
## 1456  0.12754104  1.09  1.09   0.2 0.125  10.6055564 8e+06 15921.18260
## 1457  0.13154649  1.09  1.09   0.2 0.125   0.3998308 8e+06  2222.68383
## 1458  0.13154649  1.09  1.09   0.2 0.125   0.3998308 8e+06  2222.68383
## 1459  0.09516810  1.09  1.09   0.2 0.125   0.3987618 8e+06  2232.16966
## 1460  0.09611444  1.09  1.09   0.2 0.125   0.4910280 8e+06  2263.38287
## 1461  0.09193307  1.09  1.09   0.2 0.125   0.3788093 8e+06  2420.77496
## 1462  0.11406419  1.09  1.09   0.2 0.125   0.3366859 8e+06  2397.19283
## 1463  0.10835389  1.09  1.09   0.2 0.125   0.4514675 8e+06  2360.21418
## 1464  0.12578038  1.09  1.09   0.2 0.125   0.4354449 8e+06  2423.50191
## 1465  0.13456761  1.09  1.09   0.2 0.125   0.4012246 8e+06  2396.84780
## 1466  0.11258648  1.09  1.09   0.2 0.125   0.4202102 8e+06  2419.23626
## 1467  0.11093989  1.09  1.09   0.2 0.125   0.3341255 8e+06  2434.71588
## 1468  0.13519921  1.09  1.09   0.2 0.125   0.3109607 8e+06  2483.93485
## 1469  0.14595641  1.09  1.09   0.2 0.125   0.3886734 8e+06  2476.24086
## 1470  0.13261760  1.09  1.09   0.2 0.125   0.4543603 8e+06  2474.15811
## 1471  0.11262476  1.09  1.09   0.2 0.125   0.4475128 8e+06  2518.81095
## 1472  0.10935836  1.09  1.09   0.2 0.125   0.4068436 8e+06  2473.74101
## 1473  0.12903507  1.09  1.09   0.2 0.125   0.3970825 8e+06  2510.71596
## 1474  0.14699225  1.09  1.09   0.2 0.125   0.3402344 8e+06  2512.86944
## 1475  0.11647469  1.09  1.09   0.2 0.125   0.3437976 8e+06  2507.81332
## 1476  0.10388675  1.09  1.09   0.2 0.125   0.3621288 8e+06  2622.99044
## 1477  0.09990177  1.09  1.09   0.2 0.125   0.4397834 8e+06  2649.00636
## 1478  0.09533020  1.09  1.09   0.2 0.125   0.4450140 8e+06  2630.51334
## 1479  0.12613761  1.09  1.09   0.2 0.125   0.4529728 8e+06  2657.74668
## 1480  0.11401909  1.09  1.09   0.2 0.125   0.4986956 8e+06  2595.51966
## 1481  0.11474337  1.09  1.09   0.2 0.125   0.4512943 8e+06  2580.76874
## 1482  0.12636523  1.09  1.09   0.2 0.125   0.5099724 8e+06  2586.32040
## 1483  0.10818368  1.09  1.09   0.2 0.125   0.4339583 8e+06  2645.88401
## 1484  0.11722504  1.09  1.09   0.2 0.125   0.4170865 8e+06  2688.44984
## 1485  0.12652105  1.09  1.09   0.2 0.125   0.3821205 8e+06  2682.26555
## 1486  0.14882567  1.09  1.09   0.2 0.125   0.3829637 8e+06  2678.91180
## 1487  0.18210215  1.09  1.09   0.2 0.125   0.3579187 8e+06  2669.66108
## 1488  0.15832663  1.09  1.09   0.2 0.125   0.4039076 8e+06  2624.63092
## 1489  0.17902461  1.09  1.09   0.2 0.125   0.4497327 8e+06  2655.96906
## 1490  0.17905274  1.09  1.09   0.2 0.125   0.4394218 8e+06  2688.81869
## 1491  0.21233666  1.09  1.09   0.2 0.125   0.5010589 8e+06  2629.07032
## 1492  0.18127847  1.09  1.09   0.2 0.125   0.4579697 8e+06  2597.90319
## 1493  0.12703694  1.09  1.09   0.2 0.125   0.5271333 8e+06  2532.60670
## 1494  0.11308950  1.09  1.09   0.2 0.125   0.5051307 8e+06  2503.64063
## 1495  0.12216375  1.09  1.09   0.2 0.125   0.4384745 8e+06  2450.12976
## 1496  0.12720715  1.09  1.09   0.2 0.125   0.4613061 8e+06  2420.29457
## 1497  0.12197337  1.09  1.09   0.2 0.125   0.5369942 8e+06  2412.79820
## 1498  0.13891638  1.09  1.09   0.2 0.125   0.5261976 8e+06  2435.84240
## 1499  0.15706600  1.09  1.09   0.2 0.125   0.5319979 8e+06  2434.78649
## 1500  0.18080653  1.09  1.09   0.2 0.125   0.6696275 8e+06  2435.64974
## 1501  0.20335756  1.09  1.09   0.2 0.125   0.6316553 8e+06  2436.32393
## 1502  0.22410287  1.09  1.09   0.2 0.125   0.5619232 8e+06  2427.61220
## 1503  0.21266097  1.09  1.09   0.2 0.125   0.5650609 8e+06  2392.82240
## 1504  0.23524844  1.09  1.09   0.2 0.125   0.5484942 8e+06  2389.19572
## 1505  0.22836229  1.09  1.09   0.2 0.125   0.6016630 8e+06  2365.20892
## 1506  0.22246281  1.09  1.09   0.2 0.125   0.6174518 8e+06  2364.83387
## 1507  0.19641641  1.09  1.09   0.2 0.125   0.5733128 8e+06  2387.37223
## 1508  0.21117594  1.09  1.09   0.2 0.125   0.5218403 8e+06  2377.94921
## 1509  0.21117594  1.09  1.09   0.2 0.125   0.5218403 8e+06  2377.94921
## 1510  0.23648095  1.09  1.09   0.2 0.125   0.5341094 8e+06  2413.58913
## 1511  0.23757736  1.09  1.09   0.2 0.125   0.5807275 8e+06  2370.98429
## 1512  0.25331692  1.09  1.09   0.2 0.125   0.6683414 8e+06  2340.66293
## 1513  0.24442702  1.09  1.09   0.2 0.125   0.5977783 8e+06  2278.64831
## 1514  0.26941531  1.09  1.09   0.2 0.125   0.4813767 8e+06  2293.54097
## 1515  0.35896934  1.09  1.09   0.2 0.125   0.5863376 8e+06  2302.48700
## 1516  0.26788445  1.09  1.09   0.2 0.125   0.5358181 8e+06  2287.99264
## 1517  0.23083332  1.09  1.09   0.2 0.125   0.4812495 8e+06  2366.90532
## 1518  0.21164947  1.09  1.09   0.2 0.125   0.6105662 8e+06  2285.66378
## 1519  0.23502740  1.09  1.09   0.2 0.125   0.4490020 8e+06  2269.81345
## 1520  0.20265283  1.09  1.09   0.2 0.125   0.4182645 8e+06  2269.43962
## 1521  0.19560224  1.09  1.09   0.2 0.125   0.3330992 8e+06  2202.21551
## 1522  0.21825710  1.09  1.09   0.2 0.125   0.3084549 8e+06  2255.97558
## 1523  0.20956320  1.09  1.09   0.2 0.125   0.2329065 8e+06  2264.14022
## 1524  0.24238661  1.09  1.09   0.2 0.125   0.2262791 8e+06  2263.00025
## 1525  0.28291842  1.09  1.09   0.2 0.125   0.1998723 8e+06  2262.53750
## 1526  0.30251104  1.09  1.09   0.2 0.125   0.1370593 8e+06  2382.30704
## 1527  0.28588524  1.09  1.09   0.2 0.125   0.1507575 8e+06  2354.03367
## 1528  0.29212429  1.09  1.09   0.2 0.125   0.1778562 8e+06  2355.29030
## 1529  0.33227140  1.09  1.09   0.2 0.125   0.1515693 8e+06  2391.20946
## 1530  0.32815533  1.09  1.09   0.2 0.125   0.2016844 8e+06  2377.13923
## 1531  0.34786823  1.09  1.09   0.2 0.125   0.2137452 8e+06  2429.73296
## 1532  0.32827434  1.09  1.09   0.2 0.125   0.2023863 8e+06  2417.67820
## 1533  0.28256779  1.09  1.09   0.2 0.125   0.1956612 8e+06  2371.47584
## 1534  0.31301839  1.09  1.09   0.2 0.125   0.2358926 8e+06  2380.77239
## 1535  0.34434729  1.09  1.09   0.2 0.125   0.2893864 8e+06  2335.30366
## 1536  0.35969226  1.09  1.09   0.2 0.125   0.1885227 8e+06  2328.60624
## 1537  0.37315263  1.09  1.09   0.2 0.125   0.1530574 8e+06  2336.26726
## 1538  0.40023317  1.09  1.09   0.2 0.125   0.1950968 8e+06  2344.74082
## 1539  0.34880641  1.09  1.09   0.2 0.125   0.1207715 8e+06  2312.42853
## 1540  0.33069902  1.09  1.09   0.2 0.125   0.1774811 8e+06  2331.57449
## 1541  0.34950550  1.09  1.09   0.2 0.125   0.1272714 8e+06  2396.02806
## 1542  0.35155089  1.09  1.09   0.2 0.125   0.1493052 8e+06  2414.66835
## 1543  0.35072087  1.09  1.09   0.2 0.125   0.1428968 8e+06  2431.37526
## 1544  0.33131332  1.09  1.09   0.2 0.125   0.1640068 8e+06  2420.71938
## 1545  0.33057202  1.09  1.09   0.2 0.125   0.1845376 8e+06  2456.37038
## 1546  0.33947662  1.09  1.09   0.2 0.125   0.1920978 8e+06  2472.43396
## 1547  0.36580285  1.09  1.09   0.2 0.125   0.1589349 8e+06  2465.02774
## 1548  0.34608482  1.09  1.09   0.2 0.125   0.2008316 8e+06  2455.19140
## 1549  0.33042580  1.09  1.09   0.2 0.125   0.1678298 8e+06  2428.36236
## 1550  0.33542009  1.09  1.09   0.2 0.125   0.1623505 8e+06  2434.62266
## 1551  0.31892119  1.09  1.09   0.2 0.125   0.1853718 8e+06  2405.02036
## 1552  0.33489054  1.09  1.09   0.2 0.125   0.1571687 8e+06  2386.16012
## 1553  0.35058029  1.09  1.09   0.2 0.125   0.1609269 8e+06  2411.24408
## 1554  0.33061870  1.09  1.09   0.2 0.125   0.1642593 8e+06  2384.89538
## 1555  0.30252084  1.09  1.09   0.2 0.125   0.1772196 8e+06  2416.30968
## 1556  0.29340404  1.09  1.09   0.2 0.125   0.1934418 8e+06  2442.72723
## 1557  0.24080824  1.09  1.09   0.2 0.125   0.2056606 8e+06  2374.46238
## 1558  0.28723403  1.09  1.09   0.2 0.125   0.1833701 8e+06  2354.56365
## 1559  0.29314622  1.09  1.09   0.2 0.125   0.1674754 8e+06  2382.19072
## 1560  0.29314622  1.09  1.09   0.2 0.125   0.1674754 8e+06  2382.19072
## 1561  0.31074747  1.09  1.09   0.2 0.125   0.5150230 8e+06  5844.15422
## 1562  0.31074747  1.09  1.09   0.2 0.125   0.5150230 8e+06  5844.15422
## 1563  0.24053023  1.09  1.09   0.2 0.125   0.3617557 8e+06  5628.80459
## 1564  0.22647799  1.09  1.09   0.2 0.125   0.3472440 8e+06  5605.80961
## 1565  0.19436506  1.09  1.09   0.2 0.125   0.3977459 8e+06  5585.59464
## 1566  0.12501779  1.09  1.09   0.2 0.125   0.3304760 8e+06  5657.35510
## 1567  0.11592234  1.09  1.09   0.2 0.125   0.4219954 8e+06  5704.97319
## 1568  0.10619602  1.09  1.09   0.2 0.125   0.5325544 8e+06  5703.06512
## 1569  0.10438363  1.09  1.09   0.2 0.125   0.7225583 8e+06  5752.56438
## 1570  0.09607032  1.09  1.09   0.2 0.125   0.9058888 8e+06  5790.97889
## 1571  0.10388902  1.09  1.09   0.2 0.125   0.9268574 8e+06  5871.78260
## 1572  0.09742558  1.09  1.09   0.2 0.125   1.1711858 8e+06  5907.12050
## 1573  0.09648159  1.09  1.09   0.2 0.125   1.2930278 8e+06  5952.79143
## 1574  0.09539384  1.09  1.09   0.2 0.125   1.2757569 8e+06  5989.34843
## 1575  0.10574082  1.09  1.09   0.2 0.125   1.1979068 8e+06  6042.48524
## 1576  0.09870634  1.09  1.09   0.2 0.125   1.1826200 8e+06  6073.40478
## 1577  0.10463359  1.09  1.09   0.2 0.125   1.3214945 8e+06  6055.85284
## 1578  0.09901944  1.09  1.09   0.2 0.125   1.5096427 8e+06  6137.18718
## 1579  0.11046553  1.09  1.09   0.2 0.125   1.4754479 8e+06  6307.09126
## 1580  0.10633077  1.09  1.09   0.2 0.125   1.7742928 8e+06  6451.56452
## 1581  0.10522620  1.09  1.09   0.2 0.125   1.8580983 8e+06  6437.10384
## 1582  0.10884981  1.09  1.09   0.2 0.125   1.7613601 8e+06  6563.54759
## 1583  0.10783924  1.09  1.09   0.2 0.125   1.7083486 8e+06  6482.91555
## 1584  0.10803256  1.09  1.09   0.2 0.125   1.5828330 8e+06  6480.54773
## 1585  0.10944457  1.09  1.09   0.2 0.125   1.4717013 8e+06  6444.28836
## 1586  0.11416539  1.09  1.09   0.2 0.125   1.5010524 8e+06  6492.98518
## 1587  0.11269151  1.09  1.09   0.2 0.125   1.6175696 8e+06  6545.05044
## 1588  0.11032269  1.09  1.09   0.2 0.125   1.6444463 8e+06  6533.55899
## 1589  0.10856617  1.09  1.09   0.2 0.125   1.7004105 8e+06  6580.06391
## 1590  0.10285784  1.09  1.09   0.2 0.125   1.7135627 8e+06  6584.04046
## 1591  0.10449357  1.09  1.09   0.2 0.125   1.8144502 8e+06  6537.88676
## 1592  0.10572951  1.09  1.09   0.2 0.125   1.8359375 8e+06  6402.71649
## 1593  0.11177157  1.09  1.09   0.2 0.125   2.0190530 8e+06  6412.85020
## 1594  0.10796337  1.09  1.09   0.2 0.125   1.7976622 8e+06  6375.90400
## 1595  0.10911129  1.09  1.09   0.2 0.125   1.9237968 8e+06  6356.36176
## 1596  0.11322700  1.09  1.09   0.2 0.125   1.9219359 8e+06  6272.42370
## 1597  0.11412458  1.09  1.09   0.2 0.125   1.9911029 8e+06  6240.62518
## 1598  0.11456751  1.09  1.09   0.2 0.125   2.1573879 8e+06  6218.73080
## 1599  0.11971585  1.09  1.09   0.2 0.125   2.1501139 8e+06  6174.12207
## 1600  0.11986324  1.09  1.09   0.2 0.125   2.1922554 8e+06  6083.06985
## 1601  0.11992716  1.09  1.09   0.2 0.125   2.0601922 8e+06  6107.91479
## 1602  0.11698607  1.09  1.09   0.2 0.125   2.0839632 8e+06  6092.83885
## 1603  0.11767894  1.09  1.09   0.2 0.125   2.1835544 8e+06  6132.58015
## 1604  0.11735166  1.09  1.09   0.2 0.125   2.2727735 8e+06  6144.25885
## 1605  0.12038633  1.09  1.09   0.2 0.125   2.4354798 8e+06  6206.35771
## 1606  0.11688053  1.09  1.09   0.2 0.125   3.0254881 8e+06  6225.22290
## 1607  0.11733234  1.09  1.09   0.2 0.125   2.9789066 8e+06  6197.38400
## 1608  0.11834230  1.09  1.09   0.2 0.125   3.0447574 8e+06  6240.13417
## 1609  0.11766855  1.09  1.09   0.2 0.125   3.1006626 8e+06  6257.85605
## 1610  0.11578507  1.09  1.09   0.2 0.125   3.1528604 8e+06  6232.81491
## 1611  0.11474344  1.09  1.09   0.2 0.125   3.2858847 8e+06  6252.68809
## 1612  0.11451427  1.09  1.09   0.2 0.125   3.1972810 8e+06  6366.76400
## 1613  0.11451427  1.09  1.09   0.2 0.125   3.1972810 8e+06  6366.76400
## 1614  0.11825293  1.09  1.09   0.2 0.125   3.2294567 8e+06  6359.38659
## 1615  0.11589222  1.09  1.09   0.2 0.125   3.2563441 8e+06  6381.15964
## 1616  0.11565378  1.09  1.09   0.2 0.125   3.2738754 8e+06  6451.86504
## 1617  0.11693607  1.09  1.09   0.2 0.125   3.4734903 8e+06  6424.13231
## 1618  0.11755380  1.09  1.09   0.2 0.125   3.3007975 8e+06  6461.65915
## 1619  0.11416382  1.09  1.09   0.2 0.125   3.1021775 8e+06  6437.65172
## 1620  0.11611811  1.09  1.09   0.2 0.125   2.9979171 8e+06  6483.30283
## 1621  0.11775301  1.09  1.09   0.2 0.125   3.0066600 8e+06  6486.18748
## 1622  0.11487783  1.09  1.09   0.2 0.125   2.9596325 8e+06  6579.62019
## 1623  0.11478249  1.09  1.09   0.2 0.125   2.9467675 8e+06  6693.13303
## 1624  0.11252261  1.09  1.09   0.2 0.125   2.9665314 8e+06  6829.50216
## 1625  0.11657191  1.09  1.09   0.2 0.125   2.9462031 8e+06  7065.75320
## 1626  0.12751294  1.09  1.09   0.2 0.125   3.1361705 8e+06  7208.39329
## 1627  0.12266556  1.09  1.09   0.2 0.125   2.9762787 8e+06  7309.13415
## 1628  0.12229095  1.09  1.09   0.2 0.125   3.0332087 8e+06  7376.61071
## 1629  0.12781552  1.09  1.09   0.2 0.125   3.2212068 8e+06  7396.42432
## 1630  0.12694194  1.09  1.09   0.2 0.125   3.4924596 8e+06  7390.70335
## 1631  0.12061031  1.09  1.09   0.2 0.125   3.4637882 8e+06  7402.58081
## 1632  0.12183085  1.09  1.09   0.2 0.125   3.2111482 8e+06  7431.46300
## 1633  0.12298706  1.09  1.09   0.2 0.125   3.1923096 8e+06  7692.78276
## 1634  0.12238922  1.09  1.09   0.2 0.125   3.2538396 8e+06  7860.83432
## 1635  0.12272766  1.09  1.09   0.2 0.125   2.8594254 8e+06  8057.19272
## 1636  0.12665723  1.09  1.09   0.2 0.125   2.7816019 8e+06  8062.84091
## 1637  0.13214123  1.09  1.09   0.2 0.125   2.3117450 8e+06  8231.98770
## 1638  0.12885028  1.09  1.09   0.2 0.125   2.8451347 8e+06  8224.30540
## 1639  0.12687528  1.09  1.09   0.2 0.125   3.2810300 8e+06  8311.40385
## 1640  0.12407922  1.09  1.09   0.2 0.125   3.2478971 8e+06  8261.42692
## 1641  0.12568423  1.09  1.09   0.2 0.125   3.7044866 8e+06  8370.51434
## 1642  0.12337918  1.09  1.09   0.2 0.125   3.8953644 8e+06  8433.20013
## 1643  0.12597372  1.09  1.09   0.2 0.125   3.8904635 8e+06  8482.68038
## 1644  0.12529227  1.09  1.09   0.2 0.125   4.5285834 8e+06  8528.59153
## 1645  0.12579163  1.09  1.09   0.2 0.125   4.3657320 8e+06  8509.20013
## 1646  0.12404756  1.09  1.09   0.2 0.125   4.2672152 8e+06  8554.26672
## 1647  0.12736073  1.09  1.09   0.2 0.125   4.6946614 8e+06  8589.76110
## 1648  0.12975040  1.09  1.09   0.2 0.125   4.6134510 8e+06  8674.29534
## 1649  0.12849399  1.09  1.09   0.2 0.125   4.2742670 8e+06  8746.98385
## 1650  0.13049678  1.09  1.09   0.2 0.125   3.7081811 8e+06  8865.15025
## 1651  0.12857449  1.09  1.09   0.2 0.125   3.8230271 8e+06  8926.11492
## 1652  0.13073833  1.09  1.09   0.2 0.125   3.9531447 8e+06  8942.23559
## 1653  0.12916524  1.09  1.09   0.2 0.125   4.2576561 8e+06  8983.56455
## 1654  0.13147641  1.09  1.09   0.2 0.125   4.1931668 8e+06  9021.56006
## 1655  0.12809853  1.09  1.09   0.2 0.125   4.6065850 8e+06  9073.71595
## 1656  0.12852274  1.09  1.09   0.2 0.125   4.7165770 8e+06  9147.81535
## 1657  0.12839259  1.09  1.09   0.2 0.125   4.8467711 8e+06  9172.09821
## 1658  0.12825503  1.09  1.09   0.2 0.125   4.8200265 8e+06  9170.46546
## 1659  0.13304043  1.09  1.09   0.2 0.125   5.2475992 8e+06  9159.07036
## 1660  0.13252579  1.09  1.09   0.2 0.125   5.0978623 8e+06  9220.59290
## 1661  0.12878461  1.09  1.09   0.2 0.125   4.7888600 8e+06  9255.79883
## 1662  0.12886596  1.09  1.09   0.2 0.125   4.9947790 8e+06  9310.03537
## 1663  0.13232452  1.09  1.09   0.2 0.125   5.0020678 8e+06  9310.41085
## 1664  0.13232452  1.09  1.09   0.2 0.125   5.0020678 8e+06  9310.41085
## 1665  0.37200302  1.09  1.09   0.2 0.125   0.7398341 8e+06  6799.40894
## 1666  0.37200302  1.09  1.09   0.2 0.125   0.7398341 8e+06  6799.40894
## 1667  0.35161639  1.09  1.09   0.2 0.125   0.6627657 8e+06  6759.28271
## 1668  0.33577919  1.09  1.09   0.2 0.125   0.6246944 8e+06  6699.60405
## 1669  0.25860797  1.09  1.09   0.2 0.125   0.4840352 8e+06  6621.17590
## 1670  0.22103758  1.09  1.09   0.2 0.125   0.5706627 8e+06  6547.89865
## 1671  0.22019208  1.09  1.09   0.2 0.125   0.6811258 8e+06  6411.05922
## 1672  0.17561376  1.09  1.09   0.2 0.125   0.6164375 8e+06  6669.88396
## 1673  0.16263614  1.09  1.09   0.2 0.125   0.4253084 8e+06  6997.58591
## 1674  0.13473399  1.09  1.09   0.2 0.125   0.5030817 8e+06  7111.77899
## 1675  0.13698246  1.09  1.09   0.2 0.125   0.5674383 8e+06  7174.06896
## 1676  0.11367995  1.09  1.09   0.2 0.125   0.7716742 8e+06  7070.38915
## 1677  0.10973423  1.09  1.09   0.2 0.125   1.1196550 8e+06  7147.72633
## 1678  0.08491828  1.09  1.09   0.2 0.125   1.1603033 8e+06  7219.10262
## 1679  0.06844239  1.09  1.09   0.2 0.125   1.3263655 8e+06  7198.01325
## 1680  0.05902926  1.09  1.09   0.2 0.125   1.2923160 8e+06  7106.87552
## 1681  0.04366926  1.09  1.09   0.2 0.125   1.6580768 8e+06  7187.62900
## 1682  0.04157109  1.09  1.09   0.2 0.125   1.6173693 8e+06  7323.20225
## 1683  0.04399669  1.09  1.09   0.2 0.125   1.6774633 8e+06  7452.76576
## 1684  0.04665390  1.09  1.09   0.2 0.125   1.5240693 8e+06  7538.07884
## 1685  0.04728631  1.09  1.09   0.2 0.125   1.6677372 8e+06  7530.05288
## 1686  0.04588007  1.09  1.09   0.2 0.125   1.9319862 8e+06  7434.12074
## 1687  0.04648215  1.09  1.09   0.2 0.125   1.8307291 8e+06  7508.74627
## 1688  0.04530812  1.09  1.09   0.2 0.125   1.6665497 8e+06  7625.78081
## 1689  0.04578519  1.09  1.09   0.2 0.125   1.7870753 8e+06  7728.81325
## 1690  0.04721431  1.09  1.09   0.2 0.125   1.3847757 8e+06  7710.89207
## 1691  0.04639546  1.09  1.09   0.2 0.125   1.2202693 8e+06  7782.17960
## 1692  0.04704596  1.09  1.09   0.2 0.125   1.2012885 8e+06  7721.35202
## 1693  0.04819497  1.09  1.09   0.2 0.125   1.1863492 8e+06  7786.71740
## 1694  0.04584148  1.09  1.09   0.2 0.125   1.5935006 8e+06  7832.16190
## 1695  0.04822819  1.09  1.09   0.2 0.125   1.6661146 8e+06  7848.54112
## 1696  0.04550577  1.09  1.09   0.2 0.125   1.6429441 8e+06  8021.55348
## 1697  0.04590971  1.09  1.09   0.2 0.125   1.7681654 8e+06  7971.72610
## 1698  0.04866679  1.09  1.09   0.2 0.125   1.9985991 8e+06  7929.78702
## 1699  0.04662846  1.09  1.09   0.2 0.125   2.0645798 8e+06  8000.69186
## 1700  0.04300584  1.09  1.09   0.2 0.125   1.9708450 8e+06  8134.70206
## 1701  0.04731579  1.09  1.09   0.2 0.125   1.5963869 8e+06  8149.43483
## 1702  0.04865324  1.09  1.09   0.2 0.125   1.6791824 8e+06  8119.95997
## 1703  0.05248082  1.09  1.09   0.2 0.125   1.5055482 8e+06  8124.49667
## 1704  0.04874171  1.09  1.09   0.2 0.125   1.3762687 8e+06  8194.91460
## 1705  0.05314943  1.09  1.09   0.2 0.125   1.4656965 8e+06  8274.84798
## 1706  0.05392207  1.09  1.09   0.2 0.125   1.6071431 8e+06  8261.84594
## 1707  0.05497779  1.09  1.09   0.2 0.125   1.5961037 8e+06  8266.23886
## 1708  0.05172195  1.09  1.09   0.2 0.125   1.6387129 8e+06  8364.50103
## 1709  0.05149416  1.09  1.09   0.2 0.125   1.5669591 8e+06  8511.77391
## 1710  0.04698527  1.09  1.09   0.2 0.125   1.8601554 8e+06  8819.47486
## 1711  0.04454806  1.09  1.09   0.2 0.125   1.9678443 8e+06  8894.26467
## 1712  0.04222095  1.09  1.09   0.2 0.125   2.0118592 8e+06  8912.00003
## 1713  0.04210184  1.09  1.09   0.2 0.125   2.2250696 8e+06  8961.00471
## 1714  0.04059191  1.09  1.09   0.2 0.125   2.5001473 8e+06  9067.69233
## 1715  0.04067688  1.09  1.09   0.2 0.125   2.6940843 8e+06  9076.92488
## 1716  0.04825432  1.09  1.09   0.2 0.125   2.4836780 8e+06  8980.34796
## 1717  0.04825432  1.09  1.09   0.2 0.125   2.4836780 8e+06  8980.34796
## 1718  0.04978271  1.09  1.09   0.2 0.125   2.4390364 8e+06  8941.94643
## 1719  0.04927484  1.09  1.09   0.2 0.125   2.8302746 8e+06  8993.07317
## 1720  0.04480400  1.09  1.09   0.2 0.125   2.5399510 8e+06  8940.59823
## 1721  0.04264518  1.09  1.09   0.2 0.125   2.9528665 8e+06  8974.27949
## 1722  0.04462326  1.09  1.09   0.2 0.125   2.5291887 8e+06  9017.74196
## 1723  0.04891666  1.09  1.09   0.2 0.125   3.2161418 8e+06  9144.80083
## 1724  0.04692772  1.09  1.09   0.2 0.125   3.5716298 8e+06  9251.38854
## 1725  0.05205867  1.09  1.09   0.2 0.125   3.4634070 8e+06  8985.40927
## 1726  0.04500005  1.09  1.09   0.2 0.125   3.6872887 8e+06  9235.31751
## 1727  0.04323743  1.09  1.09   0.2 0.125   4.3386287 8e+06  9307.80009
## 1728  0.04620357  1.09  1.09   0.2 0.125   4.5428334 8e+06  9365.09335
## 1729  0.05147621  1.09  1.09   0.2 0.125   5.7761039 8e+06  9602.01129
## 1730  0.05358517  1.09  1.09   0.2 0.125   6.2266884 8e+06  9704.80066
## 1731  0.05200186  1.09  1.09   0.2 0.125   6.9125071 8e+06  9764.50165
## 1732  0.04745134  1.09  1.09   0.2 0.125   5.9456804 8e+06  9591.05213
## 1733  0.04538278  1.09  1.09   0.2 0.125   5.5486625 8e+06  9757.38374
## 1734  0.04421892  1.09  1.09   0.2 0.125   5.4031598 8e+06  9959.09940
## 1735  0.04816553  1.09  1.09   0.2 0.125   5.5010157 8e+06 10020.67585
## 1736  0.04699298  1.09  1.09   0.2 0.125   5.6863346 8e+06 10056.91255
## 1737  0.05000377  1.09  1.09   0.2 0.125   5.4359653 8e+06 10191.90793
## 1738  0.06155388  1.09  1.09   0.2 0.125   4.2410863 8e+06 10248.21421
## 1739  0.06265524  1.09  1.09   0.2 0.125   4.3662194 8e+06 10454.60474
## 1740  0.05524640  1.09  1.09   0.2 0.125   5.0870552 8e+06 10447.80580
## 1741  0.05452251  1.09  1.09   0.2 0.125   4.3987278 8e+06 10383.19750
## 1742  0.05192003  1.09  1.09   0.2 0.125   5.1683442 8e+06 10495.91771
## 1743  0.05050600  1.09  1.09   0.2 0.125   4.2836851 8e+06 10375.25841
## 1744  0.04341861  1.09  1.09   0.2 0.125   4.8560780 8e+06 10327.70554
## 1745  0.04208322  1.09  1.09   0.2 0.125   4.9684731 8e+06 10255.08546
## 1746  0.04508250  1.09  1.09   0.2 0.125   4.9329697 8e+06 10298.09843
## 1747  0.04624224  1.09  1.09   0.2 0.125   4.5245083 8e+06 10351.11207
## 1748  0.04762584  1.09  1.09   0.2 0.125   4.5672278 8e+06 10419.12296
## 1749  0.04920574  1.09  1.09   0.2 0.125   4.7419732 8e+06 10469.84096
## 1750  0.05174306  1.09  1.09   0.2 0.125   5.1661000 8e+06 10434.23311
## 1751  0.05213461  1.09  1.09   0.2 0.125   5.3324652 8e+06 10616.38547
## 1752  0.05444376  1.09  1.09   0.2 0.125   5.1804273 8e+06 10665.11388
## 1753  0.05678574  1.09  1.09   0.2 0.125   4.8908610 8e+06 10700.60675
## 1754  0.05536342  1.09  1.09   0.2 0.125   4.6133125 8e+06 10815.63189
## 1755  0.05902982  1.09  1.09   0.2 0.125   4.6990510 8e+06 10762.33796
## 1756  0.05829875  1.09  1.09   0.2 0.125   4.6898891 8e+06 10672.08897
## 1757  0.06390273  1.09  1.09   0.2 0.125   4.6072129 8e+06 10707.12408
## 1758  0.06404249  1.09  1.09   0.2 0.125   4.5051807 8e+06 10715.10939
## 1759  0.06278674  1.09  1.09   0.2 0.125   4.6885834 8e+06 10746.73437
## 1760  0.06593600  1.09  1.09   0.2 0.125   4.9303452 8e+06 10668.02367
## 1761  0.07255935  1.09  1.09   0.2 0.125   4.4862498 8e+06 10543.86832
## 1762  0.06891529  1.09  1.09   0.2 0.125   5.2165221 8e+06 10455.96531
## 1763  0.06532769  1.09  1.09   0.2 0.125   5.1301745 8e+06 10688.03608
## 1764  0.06416188  1.09  1.09   0.2 0.125   4.4684210 8e+06 10896.37309
## 1765  0.05892843  1.09  1.09   0.2 0.125   4.0263740 8e+06 10959.66356
## 1766  0.05997944  1.09  1.09   0.2 0.125   3.9426118 8e+06 11058.65938
## 1767  0.06600335  1.09  1.09   0.2 0.125   3.7869070 8e+06 11127.60165
## 1768  0.06600335  1.09  1.09   0.2 0.125   3.7869070 8e+06 11127.60165
## 1769  0.36262941  1.09  1.09   0.2 0.125   0.9335965 8e+06 16096.03227
## 1770  0.36262941  1.09  1.09   0.2 0.125   0.9335965 8e+06 16096.03227
## 1771  0.40804737  1.09  1.09   0.2 0.125   0.7801837 8e+06 16117.53695
## 1772  0.37291022  1.09  1.09   0.2 0.125   0.5592609 8e+06 16048.83651
## 1773  0.28933316  1.09  1.09   0.2 0.125   0.9224515 8e+06 16091.92170
## 1774  0.27635290  1.09  1.09   0.2 0.125   0.8628009 8e+06 16219.15956
## 1775  0.25072557  1.09  1.09   0.2 0.125   0.7631543 8e+06 16631.02797
## 1776  0.18510892  1.09  1.09   0.2 0.125   0.8484772 8e+06 16520.78713
## 1777  0.14956015  1.09  1.09   0.2 0.125   0.8396637 8e+06 16608.06299
## 1778  0.13007356  1.09  1.09   0.2 0.125   0.9773731 8e+06 16814.76005
## 1779  0.12399100  1.09  1.09   0.2 0.125   1.0411527 8e+06 16723.21247
## 1780  0.11911319  1.09  1.09   0.2 0.125   1.0686662 8e+06 16974.25820
## 1781  0.11571365  1.09  1.09   0.2 0.125   1.1253110 8e+06 17115.95462
## 1782  0.11032106  1.09  1.09   0.2 0.125   1.1422324 8e+06 17261.16926
## 1783  0.10719308  1.09  1.09   0.2 0.125   1.1592674 8e+06 16993.00045
## 1784  0.10967716  1.09  1.09   0.2 0.125   1.1999943 8e+06 16988.46368
## 1785  0.11086835  1.09  1.09   0.2 0.125   1.2960999 8e+06 16972.54511
## 1786  0.10399298  1.09  1.09   0.2 0.125   1.3179846 8e+06 17113.64811
## 1787  0.11070517  1.09  1.09   0.2 0.125   1.4065050 8e+06 17159.65139
## 1788  0.11427566  1.09  1.09   0.2 0.125   1.2649508 8e+06 17638.53462
## 1789  0.11720889  1.09  1.09   0.2 0.125   1.2172524 8e+06 17806.05293
## 1790  0.11724490  1.09  1.09   0.2 0.125   1.1508548 8e+06 18035.01803
## 1791  0.11519587  1.09  1.09   0.2 0.125   1.2214375 8e+06 18304.39939
## 1792  0.11624057  1.09  1.09   0.2 0.125   1.2211573 8e+06 18204.91098
## 1793  0.11685409  1.09  1.09   0.2 0.125   1.2101363 8e+06 18431.94930
## 1794  0.11874086  1.09  1.09   0.2 0.125   1.1543513 8e+06 18560.62797
## 1795  0.12005905  1.09  1.09   0.2 0.125   1.3186120 8e+06 18556.14363
## 1796  0.11841902  1.09  1.09   0.2 0.125   1.3187013 8e+06 18425.18961
## 1797  0.11426772  1.09  1.09   0.2 0.125   1.4649501 8e+06 18801.67111
## 1798  0.11674251  1.09  1.09   0.2 0.125   1.4886263 8e+06 19147.81761
## 1799  0.12730396  1.09  1.09   0.2 0.125   1.4130766 8e+06 19146.22707
## 1800  0.11880254  1.09  1.09   0.2 0.125   1.4085527 8e+06 18991.59707
## 1801  0.11744511  1.09  1.09   0.2 0.125   1.4296569 8e+06 19160.22459
## 1802  0.11823393  1.09  1.09   0.2 0.125   1.3918541 8e+06 19079.28878
## 1803  0.11354435  1.09  1.09   0.2 0.125   1.4329233 8e+06 19598.83819
## 1804  0.10970162  1.09  1.09   0.2 0.125   1.4760385 8e+06 20115.72536
## 1805  0.10815094  1.09  1.09   0.2 0.125   1.4822688 8e+06 20329.91124
## 1806  0.10822119  1.09  1.09   0.2 0.125   1.5148187 8e+06 20399.97891
## 1807  0.10826042  1.09  1.09   0.2 0.125   1.6126080 8e+06 20521.11794
## 1808  0.10695175  1.09  1.09   0.2 0.125   1.8052172 8e+06 20676.00168
## 1809  0.10837159  1.09  1.09   0.2 0.125   2.1840149 8e+06 20892.28288
## 1810  0.10848826  1.09  1.09   0.2 0.125   2.3195374 8e+06 20749.54527
## 1811  0.11281848  1.09  1.09   0.2 0.125   2.3836595 8e+06 20474.46568
## 1812  0.11089632  1.09  1.09   0.2 0.125   2.3990057 8e+06 20589.25850
## 1813  0.11190860  1.09  1.09   0.2 0.125   2.3381351 8e+06 20517.56577
## 1814  0.11060723  1.09  1.09   0.2 0.125   2.7609853 8e+06 20621.61678
## 1815  0.11177317  1.09  1.09   0.2 0.125   2.7877570 8e+06 20498.91709
## 1816  0.11580640  1.09  1.09   0.2 0.125   2.8459825 8e+06 20408.12373
## 1817  0.11327867  1.09  1.09   0.2 0.125   2.7988885 8e+06 20796.50034
## 1818  0.11460419  1.09  1.09   0.2 0.125   2.9624031 8e+06 21145.92397
## 1819  0.11414854  1.09  1.09   0.2 0.125   2.7820125 8e+06 21266.39601
## 1820  0.11347224  1.09  1.09   0.2 0.125   2.6862749 8e+06 21216.45570
## 1821  0.11347224  1.09  1.09   0.2 0.125   2.6862749 8e+06 21216.45570
## 1822  0.11423711  1.09  1.09   0.2 0.125   2.6891934 8e+06 21192.01798
## 1823  0.11846715  1.09  1.09   0.2 0.125   2.6972767 8e+06 21305.51248
## 1824  0.12390630  1.09  1.09   0.2 0.125   3.0088296 8e+06 21430.66354
## 1825  0.12327582  1.09  1.09   0.2 0.125   2.8219395 8e+06 21391.03728
## 1826  0.12152468  1.09  1.09   0.2 0.125   2.8100819 8e+06 21131.12434
## 1827  0.12281613  1.09  1.09   0.2 0.125   2.7942266 8e+06 21324.85287
## 1828  0.11764839  1.09  1.09   0.2 0.125   2.7912803 8e+06 21568.75300
## 1829  0.12371575  1.09  1.09   0.2 0.125   2.8731340 8e+06 21980.46820
## 1830  0.12572971  1.09  1.09   0.2 0.125   3.0865116 8e+06 22068.36262
## 1831  0.11654382  1.09  1.09   0.2 0.125   3.0516978 8e+06 22309.23651
## 1832  0.12010847  1.09  1.09   0.2 0.125   3.3505350 8e+06 23030.84567
## 1833  0.12356892  1.09  1.09   0.2 0.125   3.0712700 8e+06 23446.60926
## 1834  0.12838121  1.09  1.09   0.2 0.125   2.7625822 8e+06 23957.40545
## 1835  0.12548135  1.09  1.09   0.2 0.125   2.9868220 8e+06 24357.76668
## 1836  0.12186403  1.09  1.09   0.2 0.125   3.3050728 8e+06 25012.17657
## 1837  0.12081148  1.09  1.09   0.2 0.125   3.2903662 8e+06 25378.34415
## 1838  0.11741189  1.09  1.09   0.2 0.125   3.1069440 8e+06 25427.74067
## 1839  0.12430868  1.09  1.09   0.2 0.125   3.1408465 8e+06 25404.79985
## 1840  0.11825926  1.09  1.09   0.2 0.125   3.1870780 8e+06 25338.95748
## 1841  0.12148781  1.09  1.09   0.2 0.125   2.8519926 8e+06 25514.94984
## 1842  0.11773888  1.09  1.09   0.2 0.125   2.9807490 8e+06 25696.84898
## 1843  0.11893430  1.09  1.09   0.2 0.125   2.9067321 8e+06 25902.79301
## 1844  0.11484267  1.09  1.09   0.2 0.125   3.1478439 8e+06 25960.60321
## 1845  0.12259834  1.09  1.09   0.2 0.125   3.2485069 8e+06 26045.62516
## 1846  0.12277457  1.09  1.09   0.2 0.125   3.5074731 8e+06 26648.93051
## 1847  0.12106167  1.09  1.09   0.2 0.125   3.6352869 8e+06 26919.20844
## 1848  0.12708159  1.09  1.09   0.2 0.125   3.8451196 8e+06 27100.21638
## 1849  0.11948111  1.09  1.09   0.2 0.125   4.0609136 8e+06 27681.74019
## 1850  0.12043121  1.09  1.09   0.2 0.125   4.3536199 8e+06 27777.52605
## 1851  0.12075633  1.09  1.09   0.2 0.125   4.9880102 8e+06 28336.46946
## 1852  0.12362792  1.09  1.09   0.2 0.125   5.1628272 8e+06 28327.43784
## 1853  0.12244619  1.09  1.09   0.2 0.125   5.1637312 8e+06 28482.35342
## 1854  0.12594265  1.09  1.09   0.2 0.125   4.6081527 8e+06 28317.33539
## 1855  0.13198760  1.09  1.09   0.2 0.125   4.7055585 8e+06 28118.41616
## 1856  0.13531503  1.09  1.09   0.2 0.125   4.5232509 8e+06 27691.80369
## 1857  0.14388268  1.09  1.09   0.2 0.125   3.4882664 8e+06 28067.12158
## 1858  0.14251967  1.09  1.09   0.2 0.125   3.6277539 8e+06 28163.38203
## 1859  0.13554883  1.09  1.09   0.2 0.125   3.4112411 8e+06 28206.49367
## 1860  0.13827171  1.09  1.09   0.2 0.125   3.4007358 8e+06 28233.99992
## 1861  0.14091149  1.09  1.09   0.2 0.125   3.7295029 8e+06 28382.96139
## 1862  0.14119705  1.09  1.09   0.2 0.125   4.2057029 8e+06 28685.44140
## 1863  0.14258249  1.09  1.09   0.2 0.125   4.4226436 8e+06 28834.29303
## 1864  0.14417956  1.09  1.09   0.2 0.125   4.8316525 8e+06 28985.64752
## 1865  0.14028501  1.09  1.09   0.2 0.125   5.3484461 8e+06 29226.98486
## 1866  0.14247848  1.09  1.09   0.2 0.125   5.1340928 8e+06 29367.41446
## 1867  0.14448608  1.09  1.09   0.2 0.125   5.3548200 8e+06 29530.17693
## 1868  0.13969614  1.09  1.09   0.2 0.125   5.0682223 8e+06 29439.53935
## 1869  0.14061697  1.09  1.09   0.2 0.125   4.9401905 8e+06 29309.97405
## 1870  0.13960411  1.09  1.09   0.2 0.125   4.6002374 8e+06 29210.16751
## 1871  0.13836047  1.09  1.09   0.2 0.125   4.7092998 8e+06 29038.90797
## 1872  0.13836047  1.09  1.09   0.2 0.125   4.7092998 8e+06 29038.90797
## 1873  0.31588311  1.09  1.09   0.2 0.125   0.4110612 8e+06 11619.37661
## 1874  0.31588311  1.09  1.09   0.2 0.125   0.4110612 8e+06 11619.37661
## 1875  0.32533202  1.09  1.09   0.2 0.125   0.3692271 8e+06 11445.76995
## 1876  0.35340059  1.09  1.09   0.2 0.125   0.3893186 8e+06 11609.14862
## 1877  0.34254574  1.09  1.09   0.2 0.125   0.4401683 8e+06 11834.26818
## 1878  0.36044092  1.09  1.09   0.2 0.125   0.4097837 8e+06 11809.81705
## 1879  0.27200477  1.09  1.09   0.2 0.125   0.3892401 8e+06 12091.34705
## 1880  0.21524944  1.09  1.09   0.2 0.125   0.4955477 8e+06 12065.51016
## 1881  0.18253077  1.09  1.09   0.2 0.125   0.5209820 8e+06 12276.64594
## 1882  0.12707034  1.09  1.09   0.2 0.125   0.6386745 8e+06 11898.18948
## 1883  0.09998632  1.09  1.09   0.2 0.125   0.7511646 8e+06 11972.41387
## 1884  0.08809720  1.09  1.09   0.2 0.125   0.7865475 8e+06 12162.20897
## 1885  0.09015095  1.09  1.09   0.2 0.125   0.7198652 8e+06 12267.65370
## 1886  0.09595242  1.09  1.09   0.2 0.125   0.8156321 8e+06 12478.39659
## 1887  0.08999293  1.09  1.09   0.2 0.125   0.7092067 8e+06 12346.85884
## 1888  0.10944550  1.09  1.09   0.2 0.125   0.5589623 8e+06 12049.53371
## 1889  0.10242809  1.09  1.09   0.2 0.125   0.6020577 8e+06 12337.69246
## 1890  0.10043525  1.09  1.09   0.2 0.125   0.6251272 8e+06 12669.75551
## 1891  0.10270289  1.09  1.09   0.2 0.125   0.7359322 8e+06 12874.49261
## 1892  0.10335011  1.09  1.09   0.2 0.125   0.6874147 8e+06 12776.23893
## 1893  0.13125346  1.09  1.09   0.2 0.125   0.5709810 8e+06 12715.88174
## 1894  0.14133780  1.09  1.09   0.2 0.125   0.5774275 8e+06 12870.89714
## 1895  0.13541395  1.09  1.09   0.2 0.125   0.5872664 8e+06 12729.05278
## 1896  0.14246860  1.09  1.09   0.2 0.125   0.5881346 8e+06 12751.71232
## 1897  0.14426164  1.09  1.09   0.2 0.125   0.7259961 8e+06 12875.03826
## 1898  0.14811450  1.09  1.09   0.2 0.125   0.6775916 8e+06 12311.68392
## 1899  0.15547032  1.09  1.09   0.2 0.125   0.6778441 8e+06 12256.75648
## 1900  0.15374609  1.09  1.09   0.2 0.125   0.6784285 8e+06 12071.09709
## 1901  0.17262929  1.09  1.09   0.2 0.125   0.7031196 8e+06 12072.94708
## 1902  0.18247916  1.09  1.09   0.2 0.125   0.8500500 8e+06 12082.22376
## 1903  0.19760319  1.09  1.09   0.2 0.125   0.9551017 8e+06 11841.34358
## 1904  0.21183279  1.09  1.09   0.2 0.125   0.8873761 8e+06 11813.70717
## 1905  0.22806769  1.09  1.09   0.2 0.125   0.9154503 8e+06 12361.46539
## 1906  0.23303130  1.09  1.09   0.2 0.125   1.0500794 8e+06 12578.63955
## 1907  0.25530799  1.09  1.09   0.2 0.125   1.0672738 8e+06 12619.20898
## 1908  0.26913069  1.09  1.09   0.2 0.125   1.3823546 8e+06 12515.90200
## 1909  0.28804943  1.09  1.09   0.2 0.125   1.5961080 8e+06 12385.13648
## 1910  0.30972505  1.09  1.09   0.2 0.125   1.4105193 8e+06 12259.90200
## 1911  0.34035980  1.09  1.09   0.2 0.125   1.4480611 8e+06 12172.14687
## 1912  0.34111454  1.09  1.09   0.2 0.125   1.5243120 8e+06 12076.07659
## 1913  0.40974807  1.09  1.09   0.2 0.125   1.5966013 8e+06 11918.21209
## 1914  0.43467801  1.09  1.09   0.2 0.125   1.6078987 8e+06 11873.47880
## 1915  0.49160028  1.09  1.09   0.2 0.125   1.5715051 8e+06 11694.94388
## 1916  0.50919242  1.09  1.09   0.2 0.125   1.5917440 8e+06 11669.16365
## 1917  0.54286044  1.09  1.09   0.2 0.125   1.6118850 8e+06 11738.05682
## 1918  0.57566723  1.09  1.09   0.2 0.125   1.7612083 8e+06 11841.98271
## 1919  0.58522902  1.09  1.09   0.2 0.125   1.8748613 8e+06 11902.85518
## 1920  0.60425529  1.09  1.09   0.2 0.125   1.9558003 8e+06 11991.98170
## 1921  0.61662371  1.09  1.09   0.2 0.125   1.9900436 8e+06 11983.48756
## 1922  0.61321493  1.09  1.09   0.2 0.125   1.7116367 8e+06 12178.24800
## 1923  0.63625000  1.09  1.09   0.2 0.125   1.7643589 8e+06 12442.27494
## 1924  0.65111689  1.09  1.09   0.2 0.125   1.6966745 8e+06 12477.05861
## 1925  0.65111689  1.09  1.09   0.2 0.125   1.6966745 8e+06 12477.05861
## 1926  0.66022997  1.09  1.09   0.2 0.125   1.7099069 8e+06 12440.61694
## 1927  0.66209017  1.09  1.09   0.2 0.125   1.5752238 8e+06 12494.75177
## 1928  0.65624341  1.09  1.09   0.2 0.125   1.7309149 8e+06 12788.61171
## 1929  0.64295752  1.09  1.09   0.2 0.125   1.7282294 8e+06 12986.39061
## 1930  0.64683518  1.09  1.09   0.2 0.125   2.0191392 8e+06 13109.85038
## 1931  0.66646583  1.09  1.09   0.2 0.125   1.8816144 8e+06 13265.78763
## 1932  0.65841308  1.09  1.09   0.2 0.125   1.8544251 8e+06 13121.84913
## 1933  0.69047629  1.09  1.09   0.2 0.125   1.8616751 8e+06 13370.63396
## 1934  0.65267646  1.09  1.09   0.2 0.125   1.8866297 8e+06 13114.92918
## 1935  0.66659247  1.09  1.09   0.2 0.125   1.9294060 8e+06 13375.72261
## 1936  0.67757395  1.09  1.09   0.2 0.125   1.9366147 8e+06 13773.42781
## 1937  0.64864490  1.09  1.09   0.2 0.125   1.9963346 8e+06 13509.17340
## 1938  0.66380792  1.09  1.09   0.2 0.125   2.6597746 8e+06 14176.49313
## 1939  0.66176362  1.09  1.09   0.2 0.125   1.9372505 8e+06 14509.60978
## 1940  0.65716330  1.09  1.09   0.2 0.125   2.1915684 8e+06 14600.95123
## 1941  0.64050849  1.09  1.09   0.2 0.125   2.6016204 8e+06 14397.34554
## 1942  0.64654021  1.09  1.09   0.2 0.125   2.7363442 8e+06 14308.52419
## 1943  0.64132473  1.09  1.09   0.2 0.125   2.2711715 8e+06 15105.97457
## 1944  0.66404696  1.09  1.09   0.2 0.125   2.5448316 8e+06 15466.93283
## 1945  0.67765833  1.09  1.09   0.2 0.125   2.4290434 8e+06 15747.66192
## 1946  0.66906783  1.09  1.09   0.2 0.125   2.8296610 8e+06 15574.48627
## 1947  0.67818642  1.09  1.09   0.2 0.125   2.3824185 8e+06 15997.94835
## 1948  0.67058385  1.09  1.09   0.2 0.125   2.2833906 8e+06 16266.35750
## 1949  0.68362484  1.09  1.09   0.2 0.125   2.5361232 8e+06 16362.39517
## 1950  0.67068929  1.09  1.09   0.2 0.125   2.2643432 8e+06 16199.68121
## 1951  0.68471056  1.09  1.09   0.2 0.125   2.1334620 8e+06 16546.82492
## 1952  0.69391399  1.09  1.09   0.2 0.125   1.9904694 8e+06 16767.46302
## 1953  0.70653994  1.09  1.09   0.2 0.125   1.7750006 8e+06 16844.06602
## 1954  0.70929271  1.09  1.09   0.2 0.125   1.8553934 8e+06 16737.02704
## 1955  0.70690029  1.09  1.09   0.2 0.125   1.2987450 8e+06 16816.24131
## 1956  0.69145924  1.09  1.09   0.2 0.125   1.2796112 8e+06 16877.94211
## 1957  0.68432492  1.09  1.09   0.2 0.125   1.1826554 8e+06 17028.77741
## 1958  0.69968610  1.09  1.09   0.2 0.125   1.3069230 8e+06 16963.54894
## 1959  0.69758921  1.09  1.09   0.2 0.125   1.0796969 8e+06 17182.24732
## 1960  0.68192077  1.09  1.09   0.2 0.125   1.1692376 8e+06 17571.29335
## 1961  0.68047024  1.09  1.09   0.2 0.125   1.1952421 8e+06 17595.85776
## 1962  0.67789140  1.09  1.09   0.2 0.125   1.3530760 8e+06 17629.78364
## 1963  0.67701220  1.09  1.09   0.2 0.125   1.3172035 8e+06 17755.14930
## 1964  0.67897832  1.09  1.09   0.2 0.125   1.2159533 8e+06 17678.54787
## 1965  0.67490150  1.09  1.09   0.2 0.125   1.3143946 8e+06 17852.55110
## 1966  0.67861279  1.09  1.09   0.2 0.125   1.2987543 8e+06 17872.76642
## 1967  0.68541077  1.09  1.09   0.2 0.125   1.2565957 8e+06 17852.63195
## 1968  0.68301372  1.09  1.09   0.2 0.125   1.2747585 8e+06 18051.79550
## 1969  0.68360435  1.09  1.09   0.2 0.125   1.2343468 8e+06 18497.21340
## 1970  0.68504510  1.09  1.09   0.2 0.125   1.4074886 8e+06 18575.41786
## 1971  0.68313378  1.09  1.09   0.2 0.125   1.4199045 8e+06 18784.56693
## 1972  0.69869376  1.09  1.09   0.2 0.125   1.5575545 8e+06 18942.73283
## 1973  0.70010621  1.09  1.09   0.2 0.125   1.5835217 8e+06 18976.20634
## 1974  0.69311061  1.09  1.09   0.2 0.125   1.5910080 8e+06 19068.19488
## 1975  0.68396877  1.09  1.09   0.2 0.125   1.6204706 8e+06 19091.35239
## 1976  0.68396877  1.09  1.09   0.2 0.125   1.6204706 8e+06 19091.35239
## 1977  0.05740236  1.09  1.09   0.2 0.125   0.5318124 8e+06 14122.82718
## 1978  0.05740236  1.09  1.09   0.2 0.125   0.5318124 8e+06 14122.82718
## 1979  0.06793072  1.09  1.09   0.2 0.125   0.5262857 8e+06 13970.03469
## 1980  0.07749813  1.09  1.09   0.2 0.125   0.4758541 8e+06 13982.25310
## 1981  0.09518022  1.09  1.09   0.2 0.125   0.4981570 8e+06 14054.24628
## 1982  0.11423604  1.09  1.09   0.2 0.125   0.6428125 8e+06 14241.69983
## 1983  0.16508054  1.09  1.09   0.2 0.125   0.5421099 8e+06 14188.41308
## 1984  0.22417165  1.09  1.09   0.2 0.125   0.5275762 8e+06 14253.02472
## 1985  0.26915463  1.09  1.09   0.2 0.125   0.5631141 8e+06 14130.41482
## 1986  0.27896157  1.09  1.09   0.2 0.125   0.6177209 8e+06 13931.27955
## 1987  0.29972828  1.09  1.09   0.2 0.125   0.7662063 8e+06 14193.54260
## 1988  0.30290976  1.09  1.09   0.2 0.125   0.7775799 8e+06 14182.59600
## 1989  0.30439954  1.09  1.09   0.2 0.125   0.8503261 8e+06 14428.82180
## 1990  0.30493256  1.09  1.09   0.2 0.125   0.8805610 8e+06 14052.44843
## 1991  0.31440032  1.09  1.09   0.2 0.125   1.0073796 8e+06 13941.59368
## 1992  0.30176935  1.09  1.09   0.2 0.125   1.2105307 8e+06 13714.34520
## 1993  0.30372751  1.09  1.09   0.2 0.125   1.2889319 8e+06 13371.94714
## 1994  0.30768938  1.09  1.09   0.2 0.125   1.3396244 8e+06 12831.37616
## 1995  0.31450716  1.09  1.09   0.2 0.125   1.3728699 8e+06 12902.60491
## 1996  0.30477897  1.09  1.09   0.2 0.125   1.5351802 8e+06 12966.69034
## 1997  0.30273168  1.09  1.09   0.2 0.125   1.4466123 8e+06 13078.16640
## 1998  0.31396837  1.09  1.09   0.2 0.125   1.5739878 8e+06 13105.15968
## 1999  0.30095083  1.09  1.09   0.2 0.125   1.4503926 8e+06 12857.83963
## 2000  0.28968204  1.09  1.09   0.2 0.125   1.6744448 8e+06 13033.83053
## 2001  0.27542604  1.09  1.09   0.2 0.125   1.5754329 8e+06 13003.95508
## 2002  0.28752557  1.09  1.09   0.2 0.125   1.5070918 8e+06 12890.22193
## 2003  0.29630033  1.09  1.09   0.2 0.125   1.6018133 8e+06 12904.21518
## 2004  0.29053263  1.09  1.09   0.2 0.125   1.6346977 8e+06 12735.37178
## 2005  0.27639157  1.09  1.09   0.2 0.125   1.8702707 8e+06 12624.71455
## 2006  0.27855407  1.09  1.09   0.2 0.125   1.9333194 8e+06 12484.93526
## 2007  0.27957383  1.09  1.09   0.2 0.125   2.1315672 8e+06 12482.96317
## 2008  0.28140833  1.09  1.09   0.2 0.125   2.1098667 8e+06 12393.70849
## 2009  0.28134410  1.09  1.09   0.2 0.125   2.2057497 8e+06 12298.76429
## 2010  0.29141459  1.09  1.09   0.2 0.125   2.3386636 8e+06 12183.54755
## 2011  0.29225479  1.09  1.09   0.2 0.125   2.3497954 8e+06 12002.71298
## 2012  0.28956140  1.09  1.09   0.2 0.125   2.5052582 8e+06 11990.18101
## 2013  0.28117647  1.09  1.09   0.2 0.125   2.5631278 8e+06 12029.72534
## 2014  0.28201584  1.09  1.09   0.2 0.125   2.8239146 8e+06 12044.16801
## 2015  0.27774641  1.09  1.09   0.2 0.125   2.9610847 8e+06 11982.75379
## 2016  0.27533287  1.09  1.09   0.2 0.125   2.8905539 8e+06 12038.40049
## 2017  0.28204000  1.09  1.09   0.2 0.125   2.9955114 8e+06 12075.40031
## 2018  0.28507825  1.09  1.09   0.2 0.125   3.3346579 8e+06 12048.13588
## 2019  0.28729450  1.09  1.09   0.2 0.125   3.3764823 8e+06 11926.79906
## 2020  0.28214518  1.09  1.09   0.2 0.125   3.3743333 8e+06 11820.00779
## 2021  0.27823635  1.09  1.09   0.2 0.125   3.6837090 8e+06 11763.09647
## 2022  0.26976408  1.09  1.09   0.2 0.125   3.6117662 8e+06 11772.89911
## 2023  0.26588766  1.09  1.09   0.2 0.125   3.4679106 8e+06 11651.73834
## 2024  0.27058601  1.09  1.09   0.2 0.125   3.4044523 8e+06 11637.46487
## 2025  0.27520763  1.09  1.09   0.2 0.125   3.3409280 8e+06 11583.41231
## 2026  0.27746578  1.09  1.09   0.2 0.125   3.2483350 8e+06 11535.09373
## 2027  0.27686863  1.09  1.09   0.2 0.125   3.3339001 8e+06 11457.06995
## 2028  0.27839002  1.09  1.09   0.2 0.125   3.3594365 8e+06 11406.93221
## 2029  0.27839002  1.09  1.09   0.2 0.125   3.3594365 8e+06 11406.93221
## 2030  0.27269165  1.09  1.09   0.2 0.125   3.3276096 8e+06 11398.34684
## 2031  0.27950013  1.09  1.09   0.2 0.125   3.4676175 8e+06 11357.96931
## 2032  0.27663170  1.09  1.09   0.2 0.125   3.7270424 8e+06 11369.25074
## 2033  0.28125248  1.09  1.09   0.2 0.125   4.0485327 8e+06 11347.63551
## 2034  0.27639114  1.09  1.09   0.2 0.125   4.0778089 8e+06 11455.77769
## 2035  0.28412931  1.09  1.09   0.2 0.125   4.2631122 8e+06 11471.80955
## 2036  0.27182282  1.09  1.09   0.2 0.125   4.0151691 8e+06 11582.17915
## 2037  0.26990605  1.09  1.09   0.2 0.125   3.9778244 8e+06 11546.40010
## 2038  0.25870653  1.09  1.09   0.2 0.125   3.8600260 8e+06 11677.14394
## 2039  0.27226594  1.09  1.09   0.2 0.125   3.5473354 8e+06 11492.99412
## 2040  0.27060231  1.09  1.09   0.2 0.125   3.2244526 8e+06 11333.91216
## 2041  0.26702834  1.09  1.09   0.2 0.125   3.0123567 8e+06 11215.04127
## 2042  0.26501426  1.09  1.09   0.2 0.125   3.1047331 8e+06 11118.93076
## 2043  0.26537886  1.09  1.09   0.2 0.125   3.3893027 8e+06 11238.05029
## 2044  0.26774525  1.09  1.09   0.2 0.125   3.8168098 8e+06 11358.06510
## 2045  0.25929374  1.09  1.09   0.2 0.125   4.3881410 8e+06 11483.17845
## 2046  0.27167273  1.09  1.09   0.2 0.125   4.8294398 8e+06 11471.94361
## 2047  0.27209828  1.09  1.09   0.2 0.125   5.0634374 8e+06 11563.95357
## 2048  0.26325058  1.09  1.09   0.2 0.125   5.2068708 8e+06 11604.89946
## 2049  0.25958962  1.09  1.09   0.2 0.125   5.1935304 8e+06 11658.42932
## 2050  0.26613985  1.09  1.09   0.2 0.125   5.3195304 8e+06 11686.60314
## 2051  0.26598154  1.09  1.09   0.2 0.125   5.2212874 8e+06 11555.57241
## 2052  0.25349901  1.09  1.09   0.2 0.125   5.4949066 8e+06 11548.29168
## 2053  0.25092104  1.09  1.09   0.2 0.125   5.4278053 8e+06 11635.15016
## 2054  0.25347179  1.09  1.09   0.2 0.125   5.9313854 8e+06 11566.53410
## 2055  0.25618217  1.09  1.09   0.2 0.125   6.0216613 8e+06 11390.75789
## 2056  0.25773472  1.09  1.09   0.2 0.125   6.2536769 8e+06 11300.85891
## 2057  0.25819582  1.09  1.09   0.2 0.125   5.9491397 8e+06 11298.57137
## 2058  0.25626806  1.09  1.09   0.2 0.125   5.9179819 8e+06 11314.39332
## 2059  0.25805386  1.09  1.09   0.2 0.125   6.1664917 8e+06 11295.43822
## 2060  0.25934114  1.09  1.09   0.2 0.125   6.0743665 8e+06 11200.02151
## 2061  0.25786131  1.09  1.09   0.2 0.125   6.3343698 8e+06 11128.76784
## 2062  0.26817332  1.09  1.09   0.2 0.125   6.3287113 8e+06 11093.87789
## 2063  0.26614359  1.09  1.09   0.2 0.125   6.5208473 8e+06 10967.38936
## 2064  0.26384795  1.09  1.09   0.2 0.125   6.4358776 8e+06 11122.90981
## 2065  0.26257042  1.09  1.09   0.2 0.125   6.7278226 8e+06 11060.16396
## 2066  0.26490084  1.09  1.09   0.2 0.125   6.8264962 8e+06 11053.85704
## 2067  0.25721736  1.09  1.09   0.2 0.125   6.3294220 8e+06 11168.03343
## 2068  0.26329504  1.09  1.09   0.2 0.125   6.1689272 8e+06 11222.07360
## 2069  0.25754464  1.09  1.09   0.2 0.125   6.3189551 8e+06 11151.12655
## 2070  0.26166002  1.09  1.09   0.2 0.125   6.2430611 8e+06 11153.71114
## 2071  0.25624986  1.09  1.09   0.2 0.125   6.5259410 8e+06 11146.71530
## 2072  0.25644298  1.09  1.09   0.2 0.125   6.4539186 8e+06 11225.67709
## 2073  0.25616004  1.09  1.09   0.2 0.125   6.1610465 8e+06 11257.06533
## 2074  0.25622498  1.09  1.09   0.2 0.125   6.3843662 8e+06 11149.12292
## 2075  0.25339196  1.09  1.09   0.2 0.125   6.3158647 8e+06 11159.49817
## 2076  0.25483684  1.09  1.09   0.2 0.125   6.5594047 8e+06 11171.43593
## 2077  0.24963404  1.09  1.09   0.2 0.125   7.0603800 8e+06 11204.21782
## 2078  0.25051622  1.09  1.09   0.2 0.125   7.2575483 8e+06 11239.97774
## 2079  0.24652595  1.09  1.09   0.2 0.125   7.6704402 8e+06 11184.12772
## 2080  0.24652595  1.09  1.09   0.2 0.125   7.6704402 8e+06 11184.12772
## 2081  0.20973866  1.09  1.09   0.2 0.125   0.4551822 8e+06  2171.72515
## 2082  0.20973866  1.09  1.09   0.2 0.125   0.4551822 8e+06  2171.72515
## 2083  0.21675591  1.09  1.09   0.2 0.125   0.3534448 8e+06  2182.52881
## 2084  0.21924468  1.09  1.09   0.2 0.125   0.4051749 8e+06  2156.15329
## 2085  0.20842477  1.09  1.09   0.2 0.125   0.2294201 8e+06  2177.17478
## 2086  0.22846657  1.09  1.09   0.2 0.125   0.3626491 8e+06  2119.39100
## 2087  0.19772941  1.09  1.09   0.2 0.125   0.4003908 8e+06  2113.99432
## 2088  0.14453731  1.09  1.09   0.2 0.125   0.3908748 8e+06  2143.47962
## 2089  0.13665507  1.09  1.09   0.2 0.125   0.4323015 8e+06  2159.43189
## 2090  0.12741894  1.09  1.09   0.2 0.125   0.4889339 8e+06  2159.18894
## 2091  0.11674952  1.09  1.09   0.2 0.125   0.5213900 8e+06  2165.16474
## 2092  0.12613308  1.09  1.09   0.2 0.125   0.6632417 8e+06  2160.57791
## 2093  0.12996589  1.09  1.09   0.2 0.125   0.8036194 8e+06  2176.78857
## 2094  0.12144704  1.09  1.09   0.2 0.125   0.8281810 8e+06  2130.68454
## 2095  0.11217740  1.09  1.09   0.2 0.125   1.0136471 8e+06  2122.48685
## 2096  0.12386770  1.09  1.09   0.2 0.125   1.2759043 8e+06  2079.36906
## 2097  0.12446581  1.09  1.09   0.2 0.125   1.3960395 8e+06  2106.05226
## 2098  0.12002241  1.09  1.09   0.2 0.125   1.3589947 8e+06  2136.88768
## 2099  0.11259079  1.09  1.09   0.2 0.125   1.4186209 8e+06  2138.29269
## 2100  0.10766625  1.09  1.09   0.2 0.125   1.3278982 8e+06  2161.69653
## 2101  0.11506804  1.09  1.09   0.2 0.125   1.5889373 8e+06  2152.36402
## 2102  0.11383601  1.09  1.09   0.2 0.125   1.6649951 8e+06  2150.97903
## 2103  0.10643168  1.09  1.09   0.2 0.125   1.7029183 8e+06  2184.87690
## 2104  0.10477550  1.09  1.09   0.2 0.125   2.0633812 8e+06  2200.38702
## 2105  0.10768231  1.09  1.09   0.2 0.125   2.3028489 8e+06  2212.45366
## 2106  0.10707060  1.09  1.09   0.2 0.125   2.6675533 8e+06  2241.53800
## 2107  0.10747195  1.09  1.09   0.2 0.125   2.9091369 8e+06  2260.57008
## 2108  0.10887571  1.09  1.09   0.2 0.125   3.2486543 8e+06  2265.10273
## 2109  0.10996528  1.09  1.09   0.2 0.125   3.3856273 8e+06  2245.50397
## 2110  0.10479247  1.09  1.09   0.2 0.125   3.5119916 8e+06  2238.50689
## 2111  0.10512078  1.09  1.09   0.2 0.125   3.5545018 8e+06  2274.38497
## 2112  0.10349920  1.09  1.09   0.2 0.125   3.5735221 8e+06  2289.80161
## 2113  0.10664288  1.09  1.09   0.2 0.125   3.6717855 8e+06  2346.21893
## 2114  0.10714407  1.09  1.09   0.2 0.125   3.7463152 8e+06  2355.07162
## 2115  0.10967142  1.09  1.09   0.2 0.125   3.6964406 8e+06  2408.08688
## 2116  0.11032307  1.09  1.09   0.2 0.125   3.7621910 8e+06  2435.80490
## 2117  0.11192522  1.09  1.09   0.2 0.125   3.7677583 8e+06  2461.25417
## 2118  0.11496900  1.09  1.09   0.2 0.125   4.0563680 8e+06  2473.77739
## 2119  0.10808676  1.09  1.09   0.2 0.125   4.0195384 8e+06  2513.01259
## 2120  0.10996383  1.09  1.09   0.2 0.125   3.9044451 8e+06  2539.03195
## 2121  0.11121200  1.09  1.09   0.2 0.125   4.0374271 8e+06  2576.81089
## 2122  0.11248980  1.09  1.09   0.2 0.125   3.8436019 8e+06  2581.22726
## 2123  0.11045805  1.09  1.09   0.2 0.125   4.0583845 8e+06  2604.22026
## 2124  0.11049503  1.09  1.09   0.2 0.125   4.3588219 8e+06  2600.11804
## 2125  0.11322856  1.09  1.09   0.2 0.125   4.5637367 8e+06  2604.82406
## 2126  0.11048991  1.09  1.09   0.2 0.125   4.6938789 8e+06  2607.64169
## 2127  0.10982147  1.09  1.09   0.2 0.125   4.6186904 8e+06  2611.81574
## 2128  0.10959773  1.09  1.09   0.2 0.125   5.0864149 8e+06  2608.48893
## 2129  0.10986428  1.09  1.09   0.2 0.125   5.1880943 8e+06  2627.31683
## 2130  0.10950242  1.09  1.09   0.2 0.125   5.6528218 8e+06  2646.44109
## 2131  0.10950270  1.09  1.09   0.2 0.125   5.9507930 8e+06  2671.15338
## 2132  0.11014159  1.09  1.09   0.2 0.125   5.8984251 8e+06  2682.02174
## 2133  0.11014159  1.09  1.09   0.2 0.125   5.8984251 8e+06  2682.02174
## 2134  0.11175572  1.09  1.09   0.2 0.125   5.7763395 8e+06  2683.48123
## 2135  0.11729125  1.09  1.09   0.2 0.125   5.6947609 8e+06  2694.13127
## 2136  0.11416994  1.09  1.09   0.2 0.125   5.6021587 8e+06  2701.22939
## 2137  0.10704988  1.09  1.09   0.2 0.125   6.1225982 8e+06  2704.09184
## 2138  0.11091040  1.09  1.09   0.2 0.125   6.5559153 8e+06  2686.48067
## 2139  0.11352408  1.09  1.09   0.2 0.125   6.6012373 8e+06  2670.24948
## 2140  0.11469690  1.09  1.09   0.2 0.125   6.7073658 8e+06  2675.83122
## 2141  0.11363715  1.09  1.09   0.2 0.125   6.3528174 8e+06  2725.64319
## 2142  0.11160431  1.09  1.09   0.2 0.125   6.5893725 8e+06  2765.74321
## 2143  0.12480298  1.09  1.09   0.2 0.125   6.4663482 8e+06  2794.07528
## 2144  0.11845315  1.09  1.09   0.2 0.125   7.0234183 8e+06  2815.94347
## 2145  0.10923159  1.09  1.09   0.2 0.125   4.9625159 8e+06  2875.79102
## 2146  0.10870312  1.09  1.09   0.2 0.125   4.2910523 8e+06  2916.17760
## 2147  0.11250497  1.09  1.09   0.2 0.125   3.9009848 8e+06  2938.92663
## 2148  0.10833544  1.09  1.09   0.2 0.125   3.9342376 8e+06  3012.33238
## 2149  0.10771301  1.09  1.09   0.2 0.125   3.9669524 8e+06  3036.18318
## 2150  0.10898865  1.09  1.09   0.2 0.125   4.1491560 8e+06  3078.47336
## 2151  0.11930799  1.09  1.09   0.2 0.125   4.3712856 8e+06  3008.66480
## 2152  0.11320029  1.09  1.09   0.2 0.125   4.4555688 8e+06  3102.09622
## 2153  0.11596523  1.09  1.09   0.2 0.125   4.7646269 8e+06  3188.06830
## 2154  0.11878097  1.09  1.09   0.2 0.125   5.1792071 8e+06  3263.32735
## 2155  0.11355997  1.09  1.09   0.2 0.125   4.9017136 8e+06  3323.72564
## 2156  0.11156248  1.09  1.09   0.2 0.125   5.0474288 8e+06  3340.78023
## 2157  0.11155425  1.09  1.09   0.2 0.125   4.4719559 8e+06  3387.81077
## 2158  0.11169475  1.09  1.09   0.2 0.125   3.9588315 8e+06  3418.10413
## 2159  0.11316011  1.09  1.09   0.2 0.125   3.8501973 8e+06  3467.16277
## 2160  0.11382330  1.09  1.09   0.2 0.125   3.3569478 8e+06  3510.57254
## 2161  0.11790132  1.09  1.09   0.2 0.125   3.1742778 8e+06  3498.81258
## 2162  0.11475627  1.09  1.09   0.2 0.125   3.2520189 8e+06  3553.52428
## 2163  0.11801732  1.09  1.09   0.2 0.125   3.4987106 8e+06  3550.61177
## 2164  0.11991594  1.09  1.09   0.2 0.125   3.8963453 8e+06  3535.52498
## 2165  0.11994741  1.09  1.09   0.2 0.125   3.9873122 8e+06  3550.52134
## 2166  0.11990183  1.09  1.09   0.2 0.125   4.0900026 8e+06  3572.46865
## 2167  0.12180266  1.09  1.09   0.2 0.125   4.4611325 8e+06  3566.24010
## 2168  0.12074727  1.09  1.09   0.2 0.125   4.6157216 8e+06  3569.48247
## 2169  0.12301299  1.09  1.09   0.2 0.125   4.5915555 8e+06  3589.15870
## 2170  0.12315975  1.09  1.09   0.2 0.125   4.3132774 8e+06  3590.17382
## 2171  0.12400318  1.09  1.09   0.2 0.125   4.5353099 8e+06  3616.57406
## 2172  0.11999517  1.09  1.09   0.2 0.125   4.7773743 8e+06  3643.88087
## 2173  0.12300214  1.09  1.09   0.2 0.125   3.8534022 8e+06  3670.04167
## 2174  0.12039815  1.09  1.09   0.2 0.125   4.5041977 8e+06  3674.27880
## 2175  0.12084377  1.09  1.09   0.2 0.125   4.4199994 8e+06  3711.92736
## 2176  0.11735052  1.09  1.09   0.2 0.125   4.4225960 8e+06  3687.84170
## 2177  0.11792092  1.09  1.09   0.2 0.125   4.4683730 8e+06  3710.24813
## 2178  0.11682677  1.09  1.09   0.2 0.125   4.3308348 8e+06  3730.02486
## 2179  0.11669415  1.09  1.09   0.2 0.125   3.9198834 8e+06  3799.34531
## 2180  0.11659865  1.09  1.09   0.2 0.125   3.2765712 8e+06  3870.07462
## 2181  0.12031568  1.09  1.09   0.2 0.125   3.0700820 8e+06  3939.13231
## 2182  0.11863142  1.09  1.09   0.2 0.125   2.8457298 8e+06  4006.99653
## 2183  0.12307218  1.09  1.09   0.2 0.125   2.9140760 8e+06  4023.41783
## 2184  0.12307218  1.09  1.09   0.2 0.125   2.9140760 8e+06  4023.41783
## 2185  0.29609108  1.09  1.09   0.2 0.125   0.6528457 8e+06  6579.68094
## 2186  0.29609108  1.09  1.09   0.2 0.125   0.6528457 8e+06  6579.68094
## 2187  0.31690314  1.09  1.09   0.2 0.125   0.5633747 8e+06  6555.36688
## 2188  0.25145326  1.09  1.09   0.2 0.125   0.6376313 8e+06  6278.58751
## 2189  0.25720493  1.09  1.09   0.2 0.125   0.7933599 8e+06  6397.50339
## 2190  0.20388690  1.09  1.09   0.2 0.125   0.6996583 8e+06  6394.64822
## 2191  0.17466307  1.09  1.09   0.2 0.125   0.7418795 8e+06  6299.20178
## 2192  0.15241785  1.09  1.09   0.2 0.125   0.7294094 8e+06  6275.23346
## 2193  0.11704305  1.09  1.09   0.2 0.125   0.7419678 8e+06  6311.10296
## 2194  0.10731108  1.09  1.09   0.2 0.125   0.9194188 8e+06  6239.99010
## 2195  0.10470851  1.09  1.09   0.2 0.125   1.0124654 8e+06  6211.81042
## 2196  0.09686443  1.09  1.09   0.2 0.125   1.1027960 8e+06  6294.26688
## 2197  0.09356397  1.09  1.09   0.2 0.125   1.0780012 8e+06  6300.49516
## 2198  0.08887676  1.09  1.09   0.2 0.125   1.0314293 8e+06  6451.16830
## 2199  0.08890106  1.09  1.09   0.2 0.125   1.1065809 8e+06  6460.65012
## 2200  0.08981543  1.09  1.09   0.2 0.125   1.3223649 8e+06  6455.39526
## 2201  0.08996538  1.09  1.09   0.2 0.125   1.5479082 8e+06  6518.53980
## 2202  0.08182519  1.09  1.09   0.2 0.125   1.7017456 8e+06  6556.25781
## 2203  0.08794593  1.09  1.09   0.2 0.125   1.8971442 8e+06  6540.16122
## 2204  0.09572184  1.09  1.09   0.2 0.125   2.1963591 8e+06  6461.61790
## 2205  0.10122567  1.09  1.09   0.2 0.125   2.2142991 8e+06  6449.03566
## 2206  0.10359914  1.09  1.09   0.2 0.125   2.1827321 8e+06  6439.79821
## 2207  0.10160810  1.09  1.09   0.2 0.125   2.0712609 8e+06  6509.22868
## 2208  0.09570778  1.09  1.09   0.2 0.125   2.0944059 8e+06  6505.19695
## 2209  0.09551537  1.09  1.09   0.2 0.125   2.2938993 8e+06  6523.70114
## 2210  0.09659234  1.09  1.09   0.2 0.125   2.3504509 8e+06  6516.24248
## 2211  0.09350132  1.09  1.09   0.2 0.125   2.3703824 8e+06  6717.73912
## 2212  0.08410389  1.09  1.09   0.2 0.125   2.7508535 8e+06  6661.51506
## 2213  0.09540792  1.09  1.09   0.2 0.125   2.7355755 8e+06  6907.58204
## 2214  0.09460647  1.09  1.09   0.2 0.125   2.8125134 8e+06  7073.94802
## 2215  0.09607976  1.09  1.09   0.2 0.125   2.9945392 8e+06  7231.15977
## 2216  0.09417085  1.09  1.09   0.2 0.125   2.9607793 8e+06  7286.42955
## 2217  0.09541291  1.09  1.09   0.2 0.125   3.3002360 8e+06  7373.21773
## 2218  0.09377685  1.09  1.09   0.2 0.125   3.7256903 8e+06  7356.98648
## 2219  0.09534101  1.09  1.09   0.2 0.125   4.1358472 8e+06  7426.06784
## 2220  0.09462464  1.09  1.09   0.2 0.125   4.3654660 8e+06  7366.50681
## 2221  0.10021734  1.09  1.09   0.2 0.125   3.9748260 8e+06  7403.43023
## 2222  0.10378321  1.09  1.09   0.2 0.125   4.1535371 8e+06  7329.75812
## 2223  0.10709125  1.09  1.09   0.2 0.125   3.8307131 8e+06  7358.60441
## 2224  0.10775293  1.09  1.09   0.2 0.125   3.7230287 8e+06  7390.49110
## 2225  0.10788448  1.09  1.09   0.2 0.125   3.5727757 8e+06  7435.11817
## 2226  0.11049749  1.09  1.09   0.2 0.125   3.8021118 8e+06  7418.29591
## 2227  0.11052051  1.09  1.09   0.2 0.125   3.8273939 8e+06  7506.39926
## 2228  0.11184557  1.09  1.09   0.2 0.125   3.9054033 8e+06  7598.78208
## 2229  0.11305605  1.09  1.09   0.2 0.125   3.8969922 8e+06  7624.53272
## 2230  0.11272358  1.09  1.09   0.2 0.125   3.8226740 8e+06  7645.55811
## 2231  0.11339044  1.09  1.09   0.2 0.125   3.6542777 8e+06  7740.52122
## 2232  0.11125273  1.09  1.09   0.2 0.125   3.5708618 8e+06  7843.79629
## 2233  0.10920207  1.09  1.09   0.2 0.125   3.5895182 8e+06  7893.15836
## 2234  0.10984988  1.09  1.09   0.2 0.125   3.5529431 8e+06  7927.38587
## 2235  0.11055374  1.09  1.09   0.2 0.125   3.4149391 8e+06  7953.19869
## 2236  0.11265477  1.09  1.09   0.2 0.125   3.2495394 8e+06  7978.74282
## 2237  0.11265477  1.09  1.09   0.2 0.125   3.2495394 8e+06  7978.74282
## 2238  0.11627952  1.09  1.09   0.2 0.125   3.2351561 8e+06  7965.56612
## 2239  0.11371425  1.09  1.09   0.2 0.125   3.0245140 8e+06  8007.39493
## 2240  0.11138586  1.09  1.09   0.2 0.125   3.1658086 8e+06  7948.84201
## 2241  0.11200481  1.09  1.09   0.2 0.125   3.1069019 8e+06  7995.56345
## 2242  0.11083365  1.09  1.09   0.2 0.125   3.2731625 8e+06  8041.29823
## 2243  0.11035242  1.09  1.09   0.2 0.125   3.1353735 8e+06  7952.73436
## 2244  0.11075052  1.09  1.09   0.2 0.125   3.3292470 8e+06  8017.83155
## 2245  0.10907993  1.09  1.09   0.2 0.125   3.3409994 8e+06  8087.32391
## 2246  0.11142662  1.09  1.09   0.2 0.125   3.1443540 8e+06  8087.41932
## 2247  0.10758817  1.09  1.09   0.2 0.125   3.0829681 8e+06  7890.43371
## 2248  0.11437250  1.09  1.09   0.2 0.125   2.9592154 8e+06  7938.06615
## 2249  0.10927603  1.09  1.09   0.2 0.125   2.6126108 8e+06  8053.96806
## 2250  0.10438257  1.09  1.09   0.2 0.125   2.5108402 8e+06  8162.86773
## 2251  0.10144512  1.09  1.09   0.2 0.125   2.5426339 8e+06  8248.76004
## 2252  0.10722549  1.09  1.09   0.2 0.125   2.5505669 8e+06  8485.23751
## 2253  0.11081830  1.09  1.09   0.2 0.125   2.9833338 8e+06  8623.70224
## 2254  0.10840075  1.09  1.09   0.2 0.125   2.7561036 8e+06  8648.08216
## 2255  0.10831725  1.09  1.09   0.2 0.125   2.6320480 8e+06  8772.30470
## 2256  0.11312763  1.09  1.09   0.2 0.125   2.8713881 8e+06  8765.26963
## 2257  0.11123977  1.09  1.09   0.2 0.125   2.7709284 8e+06  8760.73071
## 2258  0.11439609  1.09  1.09   0.2 0.125   2.4376838 8e+06  8946.56380
## 2259  0.11043301  1.09  1.09   0.2 0.125   2.7048414 8e+06  8968.74455
## 2260  0.10582545  1.09  1.09   0.2 0.125   2.6680670 8e+06  9150.73332
## 2261  0.11014586  1.09  1.09   0.2 0.125   2.5020540 8e+06  9213.77981
## 2262  0.10992440  1.09  1.09   0.2 0.125   2.7417653 8e+06  9309.92103
## 2263  0.11016713  1.09  1.09   0.2 0.125   2.8117572 8e+06  9380.18955
## 2264  0.11324963  1.09  1.09   0.2 0.125   2.8193982 8e+06  9391.75384
## 2265  0.10914931  1.09  1.09   0.2 0.125   2.9141755 8e+06  9402.84034
## 2266  0.11251220  1.09  1.09   0.2 0.125   3.1122976 8e+06  9439.26102
## 2267  0.11058813  1.09  1.09   0.2 0.125   2.9698374 8e+06  9476.40706
## 2268  0.11153795  1.09  1.09   0.2 0.125   2.7269011 8e+06  9483.84887
## 2269  0.11439116  1.09  1.09   0.2 0.125   3.1350752 8e+06  9497.89898
## 2270  0.10586608  1.09  1.09   0.2 0.125   3.2117409 8e+06  9682.31692
## 2271  0.10286890  1.09  1.09   0.2 0.125   3.3734979 8e+06  9717.70058
## 2272  0.10461836  1.09  1.09   0.2 0.125   3.4102185 8e+06  9736.55159
## 2273  0.10533306  1.09  1.09   0.2 0.125   3.8389658 8e+06  9863.02579
## 2274  0.10415012  1.09  1.09   0.2 0.125   3.9594767 8e+06  9915.91466
## 2275  0.10468626  1.09  1.09   0.2 0.125   4.5435891 8e+06  9904.74848
## 2276  0.10567416  1.09  1.09   0.2 0.125   5.0672007 8e+06  9981.54311
## 2277  0.10468342  1.09  1.09   0.2 0.125   5.4372346 8e+06 10068.26305
## 2278  0.10508682  1.09  1.09   0.2 0.125   4.6673934 8e+06 10124.01731
## 2279  0.10910990  1.09  1.09   0.2 0.125   4.0594243 8e+06 10191.22740
## 2280  0.10755087  1.09  1.09   0.2 0.125   3.9429630 8e+06 10305.25318
## 2281  0.10792284  1.09  1.09   0.2 0.125   3.4479727 8e+06 10164.00699
## 2282  0.11278746  1.09  1.09   0.2 0.125   3.3595353 8e+06 10169.92190
## 2283  0.11457739  1.09  1.09   0.2 0.125   3.6459858 8e+06 10225.80212
## 2284  0.11459698  1.09  1.09   0.2 0.125   3.9319854 8e+06 10295.07608
## 2285  0.11802449  1.09  1.09   0.2 0.125   3.5224632 8e+06 10318.23912
## 2286  0.11792999  1.09  1.09   0.2 0.125   3.7727210 8e+06 10340.58057
## 2287  0.11614037  1.09  1.09   0.2 0.125   4.0294896 8e+06 10474.32541
## 2288  0.11614037  1.09  1.09   0.2 0.125   4.0294896 8e+06 10474.32541
## 2289  0.10529498  1.09  1.09   0.2 0.125   0.7279660 8e+06  6296.91819
## 2290  0.10529498  1.09  1.09   0.2 0.125   0.7279660 8e+06  6296.91819
## 2291  0.08299903  1.09  1.09   0.2 0.125   0.8793736 8e+06  6260.60053
## 2292  0.09813130  1.09  1.09   0.2 0.125   0.7314398 8e+06  6209.20666
## 2293  0.06855072  1.09  1.09   0.2 0.125   0.6462243 8e+06  6126.85130
## 2294  0.09287007  1.09  1.09   0.2 0.125   1.0666677 8e+06  6222.11142
## 2295  0.09470181  1.09  1.09   0.2 0.125   1.1646581 8e+06  6311.90935
## 2296  0.05334964  1.09  1.09   0.2 0.125   1.3781933 8e+06  6477.64317
## 2297  0.05812614  1.09  1.09   0.2 0.125   2.0546950 8e+06  6392.49225
## 2298  0.05357120  1.09  1.09   0.2 0.125   1.5352429 8e+06  6250.51129
## 2299  0.04750548  1.09  1.09   0.2 0.125   0.7804062 8e+06  6370.21668
## 2300  0.04775204  1.09  1.09   0.2 0.125   0.9755304 8e+06  6512.26455
## 2301  0.03851047  1.09  1.09   0.2 0.125   0.9932969 8e+06  6592.40053
## 2302  0.03634168  1.09  1.09   0.2 0.125   1.2076480 8e+06  6739.03554
## 2303  0.03299270  1.09  1.09   0.2 0.125   1.1129278 8e+06  6717.44058
## 2304  0.02843070  1.09  1.09   0.2 0.125   1.0347194 8e+06  6647.61043
## 2305  0.02854108  1.09  1.09   0.2 0.125   1.0897985 8e+06  6701.54492
## 2306  0.03117058  1.09  1.09   0.2 0.125   1.0896128 8e+06  6674.76106
## 2307  0.03131366  1.09  1.09   0.2 0.125   1.1302749 8e+06  6607.53501
## 2308  0.02951787  1.09  1.09   0.2 0.125   1.2725727 8e+06  6627.92702
## 2309  0.03003710  1.09  1.09   0.2 0.125   1.3228017 8e+06  6547.93562
## 2310  0.02967846  1.09  1.09   0.2 0.125   1.5352562 8e+06  6627.29136
## 2311  0.02985463  1.09  1.09   0.2 0.125   1.6087192 8e+06  6614.16776
## 2312  0.03109128  1.09  1.09   0.2 0.125   1.5696407 8e+06  6619.10640
## 2313  0.03337168  1.09  1.09   0.2 0.125   2.2128145 8e+06  6703.01911
## 2314  0.03525327  1.09  1.09   0.2 0.125   2.2734354 8e+06  6721.55874
## 2315  0.03669131  1.09  1.09   0.2 0.125   2.3833719 8e+06  6760.06139
## 2316  0.03606981  1.09  1.09   0.2 0.125   2.2548262 8e+06  6774.66516
## 2317  0.03887458  1.09  1.09   0.2 0.125   2.5316041 8e+06  6819.70721
## 2318  0.04118474  1.09  1.09   0.2 0.125   2.5489160 8e+06  6767.93043
## 2319  0.04446986  1.09  1.09   0.2 0.125   2.6133605 8e+06  6737.00084
## 2320  0.04793904  1.09  1.09   0.2 0.125   2.8712332 8e+06  6676.86779
## 2321  0.04828930  1.09  1.09   0.2 0.125   2.9531290 8e+06  6645.10184
## 2322  0.04606550  1.09  1.09   0.2 0.125   2.7009243 8e+06  6632.90290
## 2323  0.04308987  1.09  1.09   0.2 0.125   2.8083555 8e+06  6792.72158
## 2324  0.04218803  1.09  1.09   0.2 0.125   2.8562274 8e+06  6922.90563
## 2325  0.04247713  1.09  1.09   0.2 0.125   2.8877352 8e+06  7123.22537
## 2326  0.04079182  1.09  1.09   0.2 0.125   2.7959132 8e+06  7159.10170
## 2327  0.04505150  1.09  1.09   0.2 0.125   2.8695988 8e+06  7164.18316
## 2328  0.04520889  1.09  1.09   0.2 0.125   2.9726779 8e+06  7212.27908
## 2329  0.04530564  1.09  1.09   0.2 0.125   3.2355624 8e+06  7238.61887
## 2330  0.04579732  1.09  1.09   0.2 0.125   3.0837708 8e+06  7299.21682
## 2331  0.04744199  1.09  1.09   0.2 0.125   3.4204775 8e+06  7312.04466
## 2332  0.04738410  1.09  1.09   0.2 0.125   3.0390612 8e+06  7318.80102
## 2333  0.04650868  1.09  1.09   0.2 0.125   2.9429157 8e+06  7279.61597
## 2334  0.04632649  1.09  1.09   0.2 0.125   3.3486516 8e+06  7336.89200
## 2335  0.04568843  1.09  1.09   0.2 0.125   3.4250559 8e+06  7353.97798
## 2336  0.04587813  1.09  1.09   0.2 0.125   3.2774512 8e+06  7368.68748
## 2337  0.04717667  1.09  1.09   0.2 0.125   3.5832467 8e+06  7299.46668
## 2338  0.04879938  1.09  1.09   0.2 0.125   3.8177701 8e+06  7246.59218
## 2339  0.05094023  1.09  1.09   0.2 0.125   3.6789552 8e+06  7263.16085
## 2340  0.04944182  1.09  1.09   0.2 0.125   3.8193813 8e+06  7209.29805
## 2341  0.04944182  1.09  1.09   0.2 0.125   3.8193813 8e+06  7209.29805
## 2342  0.04990814  1.09  1.09   0.2 0.125   3.8832062 8e+06  7238.95635
## 2343  0.05145981  1.09  1.09   0.2 0.125   3.5436888 8e+06  7205.63408
## 2344  0.05031241  1.09  1.09   0.2 0.125   3.6666438 8e+06  7129.89622
## 2345  0.05264866  1.09  1.09   0.2 0.125   3.8558258 8e+06  7144.48756
## 2346  0.05578142  1.09  1.09   0.2 0.125   2.5747997 8e+06  7283.37329
## 2347  0.05522014  1.09  1.09   0.2 0.125   2.8676671 8e+06  7314.92243
## 2348  0.05057756  1.09  1.09   0.2 0.125   2.5612454 8e+06  7224.31788
## 2349  0.04870220  1.09  1.09   0.2 0.125   2.3070380 8e+06  7461.87652
## 2350  0.04954658  1.09  1.09   0.2 0.125   2.2704989 8e+06  7312.10564
## 2351  0.05009068  1.09  1.09   0.2 0.125   2.1993076 8e+06  7231.91142
## 2352  0.04351990  1.09  1.09   0.2 0.125   2.2599031 8e+06  7097.41251
## 2353  0.04470025  1.09  1.09   0.2 0.125   2.1082094 8e+06  7023.37675
## 2354  0.03950871  1.09  1.09   0.2 0.125   2.2226340 8e+06  7138.79762
## 2355  0.03830176  1.09  1.09   0.2 0.125   2.1905039 8e+06  7023.40227
## 2356  0.04194236  1.09  1.09   0.2 0.125   2.5446490 8e+06  7127.77289
## 2357  0.03873654  1.09  1.09   0.2 0.125   2.5664205 8e+06  7192.33700
## 2358  0.03924161  1.09  1.09   0.2 0.125   2.7447783 8e+06  7398.33121
## 2359  0.03964764  1.09  1.09   0.2 0.125   2.7819538 8e+06  7389.74927
## 2360  0.03899501  1.09  1.09   0.2 0.125   2.7584796 8e+06  7450.56546
## 2361  0.04468993  1.09  1.09   0.2 0.125   2.5771807 8e+06  7390.19247
## 2362  0.04358262  1.09  1.09   0.2 0.125   2.4058361 8e+06  7358.94989
## 2363  0.04507400  1.09  1.09   0.2 0.125   2.4395128 8e+06  7337.92659
## 2364  0.04273121  1.09  1.09   0.2 0.125   2.4098525 8e+06  7392.26682
## 2365  0.04128697  1.09  1.09   0.2 0.125   2.8125420 8e+06  7473.69381
## 2366  0.04628275  1.09  1.09   0.2 0.125   2.3127316 8e+06  7354.42236
## 2367  0.04558982  1.09  1.09   0.2 0.125   2.2618062 8e+06  7399.36277
## 2368  0.04541117  1.09  1.09   0.2 0.125   2.1670065 8e+06  7487.12681
## 2369  0.04590408  1.09  1.09   0.2 0.125   2.3775024 8e+06  7462.36560
## 2370  0.04654023  1.09  1.09   0.2 0.125   2.0030737 8e+06  7484.95918
## 2371  0.04106700  1.09  1.09   0.2 0.125   2.1653550 8e+06  7369.93204
## 2372  0.04310187  1.09  1.09   0.2 0.125   2.1522143 8e+06  7357.57266
## 2373  0.04617037  1.09  1.09   0.2 0.125   2.2151264 8e+06  7338.93619
## 2374  0.04534707  1.09  1.09   0.2 0.125   2.1253850 8e+06  7338.22388
## 2375  0.04519870  1.09  1.09   0.2 0.125   2.0631590 8e+06  7330.32103
## 2376  0.04571774  1.09  1.09   0.2 0.125   2.2713365 8e+06  7302.69937
## 2377  0.04526012  1.09  1.09   0.2 0.125   2.2495641 8e+06  7340.38570
## 2378  0.04350193  1.09  1.09   0.2 0.125   2.1297229 8e+06  7322.36576
## 2379  0.04561402  1.09  1.09   0.2 0.125   2.3092390 8e+06  7282.45981
## 2380  0.04347755  1.09  1.09   0.2 0.125   2.3128211 8e+06  7336.01784
## 2381  0.04413016  1.09  1.09   0.2 0.125   2.3043428 8e+06  7358.15181
## 2382  0.04396666  1.09  1.09   0.2 0.125   2.9319243 8e+06  7423.71148
## 2383  0.04583376  1.09  1.09   0.2 0.125   2.9107837 8e+06  7455.58490
## 2384  0.04578376  1.09  1.09   0.2 0.125   2.8144654 8e+06  7413.92487
## 2385  0.04425690  1.09  1.09   0.2 0.125   2.7833670 8e+06  7447.97622
## 2386  0.04643253  1.09  1.09   0.2 0.125   2.9341876 8e+06  7399.40186
## 2387  0.05143516  1.09  1.09   0.2 0.125   3.0483598 8e+06  7383.34935
## 2388  0.04861955  1.09  1.09   0.2 0.125   2.8649188 8e+06  7387.35191
## 2389  0.04690599  1.09  1.09   0.2 0.125   2.7641254 8e+06  7389.38754
## 2390  0.04804795  1.09  1.09   0.2 0.125   2.9838632 8e+06  7378.37808
## 2391  0.04718953  1.09  1.09   0.2 0.125   3.1430650 8e+06  7369.40679
## 2392  0.04718953  1.09  1.09   0.2 0.125   3.1430650 8e+06  7369.40679
## 2393  0.12510609  1.09  1.09   0.2 0.125   0.9724024 8e+06 18023.41296
## 2394  0.12510609  1.09  1.09   0.2 0.125   0.9724024 8e+06 18023.41296
## 2395  0.12366472  1.09  1.09   0.2 0.125   0.8689027 8e+06 18377.24791
## 2396  0.09777330  1.09  1.09   0.2 0.125   1.3306923 8e+06 18373.35716
## 2397  0.07960181  1.09  1.09   0.2 0.125   1.6139618 8e+06 18630.01619
## 2398  0.07447109  1.09  1.09   0.2 0.125   1.5628805 8e+06 18982.59143
## 2399  0.07376710  1.09  1.09   0.2 0.125   1.2024572 8e+06 18981.18073
## 2400  0.08540803  1.09  1.09   0.2 0.125   1.1253016 8e+06 19274.54378
## 2401  0.10344345  1.09  1.09   0.2 0.125   0.9651548 8e+06 19442.61109
## 2402  0.15263061  1.09  1.09   0.2 0.125   1.0759593 8e+06 19713.06238
## 2403  0.15318748  1.09  1.09   0.2 0.125   1.0357363 8e+06 19794.23673
## 2404  0.14921707  1.09  1.09   0.2 0.125   0.9950542 8e+06 19528.36354
## 2405  0.14345323  1.09  1.09   0.2 0.125   1.1482695 8e+06 19656.19488
## 2406  0.13334243  1.09  1.09   0.2 0.125   1.3626923 8e+06 19765.85638
## 2407  0.13296172  1.09  1.09   0.2 0.125   1.5018372 8e+06 20098.39810
## 2408  0.12655904  1.09  1.09   0.2 0.125   1.6475226 8e+06 20387.92069
## 2409  0.12126179  1.09  1.09   0.2 0.125   1.8800879 8e+06 20344.51471
## 2410  0.11941290  1.09  1.09   0.2 0.125   2.1247561 8e+06 20277.09697
## 2411  0.11519485  1.09  1.09   0.2 0.125   1.8987029 8e+06 20602.79146
## 2412  0.12226563  1.09  1.09   0.2 0.125   1.6690010 8e+06 20947.63139
## 2413  0.12484515  1.09  1.09   0.2 0.125   1.7697001 8e+06 21190.06531
## 2414  0.12899402  1.09  1.09   0.2 0.125   1.8376651 8e+06 21169.19639
## 2415  0.13080090  1.09  1.09   0.2 0.125   2.0774315 8e+06 21311.97097
## 2416  0.12775472  1.09  1.09   0.2 0.125   1.9864867 8e+06 21600.96803
## 2417  0.12014763  1.09  1.09   0.2 0.125   1.6411466 8e+06 21936.67338
## 2418  0.11453852  1.09  1.09   0.2 0.125   1.6263171 8e+06 22173.54066
## 2419  0.11265036  1.09  1.09   0.2 0.125   1.8125178 8e+06 22298.91343
## 2420  0.11576027  1.09  1.09   0.2 0.125   1.8770575 8e+06 22528.79778
## 2421  0.11747771  1.09  1.09   0.2 0.125   1.8913252 8e+06 22913.70101
## 2422  0.11771304  1.09  1.09   0.2 0.125   2.0698895 8e+06 23028.39406
## 2423  0.11959140  1.09  1.09   0.2 0.125   2.1131763 8e+06 23316.88593
## 2424  0.12314800  1.09  1.09   0.2 0.125   2.2501152 8e+06 23680.93702
## 2425  0.12199160  1.09  1.09   0.2 0.125   2.1639418 8e+06 24002.20998
## 2426  0.12578284  1.09  1.09   0.2 0.125   2.2609959 8e+06 24486.77601
## 2427  0.12633745  1.09  1.09   0.2 0.125   2.3060466 8e+06 24992.28887
## 2428  0.13211333  1.09  1.09   0.2 0.125   2.4940065 8e+06 25138.47408
## 2429  0.12921929  1.09  1.09   0.2 0.125   2.4898093 8e+06 25474.85670
## 2430  0.12416904  1.09  1.09   0.2 0.125   2.6325848 8e+06 26001.73893
## 2431  0.12146632  1.09  1.09   0.2 0.125   2.7521478 8e+06 26171.09532
## 2432  0.12254148  1.09  1.09   0.2 0.125   2.7259255 8e+06 26250.51779
## 2433  0.11924022  1.09  1.09   0.2 0.125   3.2203889 8e+06 26433.39192
## 2434  0.12178088  1.09  1.09   0.2 0.125   3.2867092 8e+06 26575.83086
## 2435  0.12075529  1.09  1.09   0.2 0.125   3.6334603 8e+06 26994.68009
## 2436  0.11870926  1.09  1.09   0.2 0.125   3.6416357 8e+06 26964.90335
## 2437  0.12092600  1.09  1.09   0.2 0.125   3.4979291 8e+06 27134.81945
## 2438  0.12329201  1.09  1.09   0.2 0.125   3.6379792 8e+06 27241.40197
## 2439  0.12177514  1.09  1.09   0.2 0.125   3.9723138 8e+06 27025.34343
## 2440  0.12244320  1.09  1.09   0.2 0.125   4.1100506 8e+06 27037.75282
## 2441  0.12420977  1.09  1.09   0.2 0.125   4.1107300 8e+06 27144.37520
## 2442  0.12671039  1.09  1.09   0.2 0.125   3.8452028 8e+06 27542.41335
## 2443  0.13257061  1.09  1.09   0.2 0.125   3.6485914 8e+06 27853.00403
## 2444  0.13098893  1.09  1.09   0.2 0.125   3.3927260 8e+06 28110.40312
## 2445  0.13098893  1.09  1.09   0.2 0.125   3.3927260 8e+06 28110.40312
## 2446  0.13214527  1.09  1.09   0.2 0.125   3.3544197 8e+06 28073.51631
## 2447  0.13642271  1.09  1.09   0.2 0.125   3.2708704 8e+06 28139.70978
## 2448  0.12903272  1.09  1.09   0.2 0.125   3.1913426 8e+06 28309.27240
## 2449  0.12599684  1.09  1.09   0.2 0.125   3.0830221 8e+06 28615.25546
## 2450  0.13042318  1.09  1.09   0.2 0.125   3.0660680 8e+06 28881.15049
## 2451  0.13273369  1.09  1.09   0.2 0.125   3.0100480 8e+06 29101.49971
## 2452  0.14112899  1.09  1.09   0.2 0.125   2.8602306 8e+06 28943.21533
## 2453  0.13985976  1.09  1.09   0.2 0.125   2.6889744 8e+06 28994.52675
## 2454  0.14067160  1.09  1.09   0.2 0.125   2.8580121 8e+06 29413.76930
## 2455  0.13559739  1.09  1.09   0.2 0.125   2.8105625 8e+06 29510.26525
## 2456  0.13411719  1.09  1.09   0.2 0.125   3.0931563 8e+06 29694.51263
## 2457  0.13526678  1.09  1.09   0.2 0.125   3.1923071 8e+06 29955.99850
## 2458  0.14648843  1.09  1.09   0.2 0.125   3.1631400 8e+06 30014.92651
## 2459  0.13682603  1.09  1.09   0.2 0.125   3.3592310 8e+06 29871.88553
## 2460  0.13657299  1.09  1.09   0.2 0.125   3.4067570 8e+06 29522.56932
## 2461  0.13539697  1.09  1.09   0.2 0.125   3.4723156 8e+06 29770.38570
## 2462  0.13029750  1.09  1.09   0.2 0.125   3.5394482 8e+06 29455.04206
## 2463  0.13352397  1.09  1.09   0.2 0.125   3.4330943 8e+06 29126.11836
## 2464  0.13286417  1.09  1.09   0.2 0.125   3.3592279 8e+06 29448.09365
## 2465  0.13962663  1.09  1.09   0.2 0.125   3.7316676 8e+06 30470.47820
## 2466  0.13944951  1.09  1.09   0.2 0.125   3.8634777 8e+06 30789.53694
## 2467  0.13808612  1.09  1.09   0.2 0.125   4.0010480 8e+06 31400.34299
## 2468  0.13981077  1.09  1.09   0.2 0.125   4.2310206 8e+06 32400.22178
## 2469  0.14172860  1.09  1.09   0.2 0.125   4.2770372 8e+06 32765.51675
## 2470  0.13495322  1.09  1.09   0.2 0.125   4.2725493 8e+06 33108.33782
## 2471  0.13562450  1.09  1.09   0.2 0.125   4.0691166 8e+06 33374.55071
## 2472  0.13767407  1.09  1.09   0.2 0.125   4.1197456 8e+06 33811.29245
## 2473  0.13736078  1.09  1.09   0.2 0.125   3.9633598 8e+06 33894.19791
## 2474  0.14148547  1.09  1.09   0.2 0.125   4.0314236 8e+06 34080.25004
## 2475  0.13904072  1.09  1.09   0.2 0.125   4.1475963 8e+06 34363.12129
## 2476  0.14242354  1.09  1.09   0.2 0.125   4.0467577 8e+06 34960.18509
## 2477  0.14561660  1.09  1.09   0.2 0.125   4.1624931 8e+06 35218.38829
## 2478  0.14999836  1.09  1.09   0.2 0.125   3.8964216 8e+06 35627.17253
## 2479  0.15283074  1.09  1.09   0.2 0.125   4.5461512 8e+06 36172.67501
## 2480  0.15102462  1.09  1.09   0.2 0.125   4.3780655 8e+06 36817.87015
## 2481  0.15360878  1.09  1.09   0.2 0.125   4.9485333 8e+06 36864.04796
## 2482  0.15031141  1.09  1.09   0.2 0.125   5.2280345 8e+06 37301.45517
## 2483  0.14730458  1.09  1.09   0.2 0.125   5.3161520 8e+06 37395.62542
## 2484  0.14833511  1.09  1.09   0.2 0.125   5.7938487 8e+06 37495.66112
## 2485  0.14932124  1.09  1.09   0.2 0.125   5.9951733 8e+06 37430.84751
## 2486  0.15376397  1.09  1.09   0.2 0.125   6.6634218 8e+06 37694.56352
## 2487  0.15167396  1.09  1.09   0.2 0.125   6.8722164 8e+06 37769.12664
## 2488  0.15384097  1.09  1.09   0.2 0.125   7.1035275 8e+06 37838.11668
## 2489  0.14963874  1.09  1.09   0.2 0.125   7.3275776 8e+06 38214.23860
## 2490  0.15168333  1.09  1.09   0.2 0.125   6.9080455 8e+06 38321.26316
## 2491  0.15736432  1.09  1.09   0.2 0.125   7.9022333 8e+06 38578.82092
## 2492  0.15419107  1.09  1.09   0.2 0.125   8.0035438 8e+06 38776.36926
## 2493  0.15946964  1.09  1.09   0.2 0.125   9.1541907 8e+06 38929.29448
## 2494  0.16021107  1.09  1.09   0.2 0.125   8.5234489 8e+06 38766.38547
## 2495  0.15987890  1.09  1.09   0.2 0.125   9.9733388 8e+06 38820.69806
## 2496  0.15987890  1.09  1.09   0.2 0.125   9.9733388 8e+06 38820.69806
## 2497  0.12349207  1.09  1.09   0.2 0.125   0.8363647 8e+06   652.31424
## 2498  0.12349207  1.09  1.09   0.2 0.125   0.8363647 8e+06   652.31424
## 2499  0.11111936  1.09  1.09   0.2 0.125   0.7081348 8e+06   642.21448
## 2500  0.11372156  1.09  1.09   0.2 0.125   0.6393679 8e+06   630.90056
## 2501  0.09845654  1.09  1.09   0.2 0.125   0.9744201 8e+06   646.57973
## 2502  0.05708606  1.09  1.09   0.2 0.125   0.9248559 8e+06   654.80608
## 2503  0.04610469  1.09  1.09   0.2 0.125   1.0355762 8e+06   656.79051
## 2504  0.03871285  1.09  1.09   0.2 0.125   1.3337887 8e+06   646.33383
## 2505  0.05221598  1.09  1.09   0.2 0.125   1.4141499 8e+06   640.56383
## 2506  0.04605002  1.09  1.09   0.2 0.125   1.6763111 8e+06   643.83333
## 2507  0.04727678  1.09  1.09   0.2 0.125   1.6235774 8e+06   639.46588
## 2508  0.05075028  1.09  1.09   0.2 0.125   1.9158189 8e+06   632.59655
## 2509  0.05765103  1.09  1.09   0.2 0.125   1.9086575 8e+06   632.86340
## 2510  0.07189440  1.09  1.09   0.2 0.125   1.7110359 8e+06   632.15659
## 2511  0.07619710  1.09  1.09   0.2 0.125   1.6526961 8e+06   621.99314
## 2512  0.09033671  1.09  1.09   0.2 0.125   1.6902855 8e+06   616.53277
## 2513  0.09441086  1.09  1.09   0.2 0.125   1.8826071 8e+06   611.98948
## 2514  0.10114389  1.09  1.09   0.2 0.125   1.8660301 8e+06   608.94618
## 2515  0.10154856  1.09  1.09   0.2 0.125   1.4638868 8e+06   615.17288
## 2516  0.11190436  1.09  1.09   0.2 0.125   1.3297651 8e+06   615.18849
## 2517  0.12167370  1.09  1.09   0.2 0.125   1.3618543 8e+06   619.00761
## 2518  0.13514114  1.09  1.09   0.2 0.125   1.3126047 8e+06   621.77074
## 2519  0.14671536  1.09  1.09   0.2 0.125   1.3737079 8e+06   626.95897
## 2520  0.16104464  1.09  1.09   0.2 0.125   1.7968965 8e+06   610.73662
## 2521  0.20102562  1.09  1.09   0.2 0.125   1.6000736 8e+06   617.49006
## 2522  0.21491874  1.09  1.09   0.2 0.125   1.6662556 8e+06   613.53601
## 2523  0.22397859  1.09  1.09   0.2 0.125   1.7848185 8e+06   621.37003
## 2524  0.24807879  1.09  1.09   0.2 0.125   1.8454824 8e+06   602.66313
## 2525  0.27569026  1.09  1.09   0.2 0.125   1.5662106 8e+06   597.94629
## 2526  0.34565025  1.09  1.09   0.2 0.125   1.3173673 8e+06   590.61435
## 2527  0.38853068  1.09  1.09   0.2 0.125   1.1964277 8e+06   584.87396
## 2528  0.40509615  1.09  1.09   0.2 0.125   1.2259373 8e+06   584.24033
## 2529  0.42596137  1.09  1.09   0.2 0.125   1.1158354 8e+06   597.60484
## 2530  0.44894994  1.09  1.09   0.2 0.125   1.0222822 8e+06   602.88022
## 2531  0.49068631  1.09  1.09   0.2 0.125   0.9500427 8e+06   605.26456
## 2532  0.48758577  1.09  1.09   0.2 0.125   0.9665940 8e+06   604.92012
## 2533  0.49981211  1.09  1.09   0.2 0.125   0.9898768 8e+06   604.20748
## 2534  0.50854034  1.09  1.09   0.2 0.125   1.1007537 8e+06   608.87832
## 2535  0.51111278  1.09  1.09   0.2 0.125   1.1014541 8e+06   611.20248
## 2536  0.50535896  1.09  1.09   0.2 0.125   0.9940694 8e+06   609.96539
## 2537  0.49009650  1.09  1.09   0.2 0.125   1.0184634 8e+06   611.33209
## 2538  0.49560089  1.09  1.09   0.2 0.125   1.0064009 8e+06   612.10618
## 2539  0.52243223  1.09  1.09   0.2 0.125   0.9959442 8e+06   605.55725
## 2540  0.54308707  1.09  1.09   0.2 0.125   0.8500247 8e+06   598.60470
## 2541  0.52777810  1.09  1.09   0.2 0.125   1.0406881 8e+06   602.88669
## 2542  0.52797003  1.09  1.09   0.2 0.125   0.9686758 8e+06   604.27829
## 2543  0.52436932  1.09  1.09   0.2 0.125   0.8612250 8e+06   606.19263
## 2544  0.51732111  1.09  1.09   0.2 0.125   0.8458358 8e+06   601.02192
## 2545  0.52318752  1.09  1.09   0.2 0.125   0.8392438 8e+06   600.96948
## 2546  0.51933985  1.09  1.09   0.2 0.125   0.9164021 8e+06   606.18361
## 2547  0.51683941  1.09  1.09   0.2 0.125   0.9183405 8e+06   613.59481
## 2548  0.52698618  1.09  1.09   0.2 0.125   0.9170235 8e+06   620.27899
## 2549  0.52698618  1.09  1.09   0.2 0.125   0.9170235 8e+06   620.27899
## 2550  0.54844568  1.09  1.09   0.2 0.125   0.9470390 8e+06   619.87798
## 2551  0.54931167  1.09  1.09   0.2 0.125   0.8696518 8e+06   626.91792
## 2552  0.56326751  1.09  1.09   0.2 0.125   0.9640045 8e+06   627.38699
## 2553  0.56793945  1.09  1.09   0.2 0.125   0.8789863 8e+06   628.30041
## 2554  0.55984724  1.09  1.09   0.2 0.125   0.8699009 8e+06   624.98688
## 2555  0.57209971  1.09  1.09   0.2 0.125   0.8077601 8e+06   632.15720
## 2556  0.55135130  1.09  1.09   0.2 0.125   0.8291747 8e+06   641.38982
## 2557  0.56343967  1.09  1.09   0.2 0.125   0.9431514 8e+06   639.84454
## 2558  0.57403120  1.09  1.09   0.2 0.125   1.0355644 8e+06   654.56031
## 2559  0.55780923  1.09  1.09   0.2 0.125   0.9459836 8e+06   641.62137
## 2560  0.52869259  1.09  1.09   0.2 0.125   1.3664704 8e+06   631.59043
## 2561  0.52420926  1.09  1.09   0.2 0.125   1.6261133 8e+06   623.48562
## 2562  0.53826255  1.09  1.09   0.2 0.125   1.6971967 8e+06   621.21661
## 2563  0.52990868  1.09  1.09   0.2 0.125   2.0281410 8e+06   619.93472
## 2564  0.51872912  1.09  1.09   0.2 0.125   2.7290441 8e+06   618.36837
## 2565  0.53480262  1.09  1.09   0.2 0.125   2.7132343 8e+06   610.59935
## 2566  0.52870468  1.09  1.09   0.2 0.125   2.1014980 8e+06   615.91918
## 2567  0.54319970  1.09  1.09   0.2 0.125   1.9244477 8e+06   619.03982
## 2568  0.54972742  1.09  1.09   0.2 0.125   1.9716058 8e+06   622.05022
## 2569  0.53688592  1.09  1.09   0.2 0.125   2.1690938 8e+06   614.70976
## 2570  0.54303152  1.09  1.09   0.2 0.125   2.6428845 8e+06   608.65695
## 2571  0.54683382  1.09  1.09   0.2 0.125   3.1397068 8e+06   606.71382
## 2572  0.52534335  1.09  1.09   0.2 0.125   3.2983829 8e+06   609.21805
## 2573  0.51021906  1.09  1.09   0.2 0.125   2.9969971 8e+06   613.38895
## 2574  0.53475452  1.09  1.09   0.2 0.125   3.2739367 8e+06   603.12158
## 2575  0.48531762  1.09  1.09   0.2 0.125   2.8828626 8e+06   607.89685
## 2576  0.48764046  1.09  1.09   0.2 0.125   2.6421062 8e+06   606.98607
## 2577  0.49506557  1.09  1.09   0.2 0.125   2.8568020 8e+06   602.53488
## 2578  0.50086262  1.09  1.09   0.2 0.125   2.8625906 8e+06   620.22457
## 2579  0.51742470  1.09  1.09   0.2 0.125   2.5042286 8e+06   623.02692
## 2580  0.51614248  1.09  1.09   0.2 0.125   3.3941460 8e+06   636.70049
## 2581  0.50446261  1.09  1.09   0.2 0.125   4.1637688 8e+06   645.87044
## 2582  0.48786135  1.09  1.09   0.2 0.125   4.0334061 8e+06   644.07643
## 2583  0.49236991  1.09  1.09   0.2 0.125   4.0533623 8e+06   645.17408
## 2584  0.49385726  1.09  1.09   0.2 0.125   4.5375469 8e+06   647.67821
## 2585  0.48763482  1.09  1.09   0.2 0.125   4.8761540 8e+06   649.02422
## 2586  0.49320810  1.09  1.09   0.2 0.125   4.5810554 8e+06   645.24155
## 2587  0.50058140  1.09  1.09   0.2 0.125   4.1198118 8e+06   647.48655
## 2588  0.48233887  1.09  1.09   0.2 0.125   3.9374543 8e+06   637.35434
## 2589  0.50034655  1.09  1.09   0.2 0.125   4.1846426 8e+06   642.77454
## 2590  0.50519246  1.09  1.09   0.2 0.125   3.9609262 8e+06   665.68438
## 2591  0.49906301  1.09  1.09   0.2 0.125   3.8959375 8e+06   656.28906
## 2592  0.51373907  1.09  1.09   0.2 0.125   4.8208961 8e+06   654.25093
## 2593  0.52314242  1.09  1.09   0.2 0.125   4.8637459 8e+06   655.02294
## 2594  0.52382398  1.09  1.09   0.2 0.125   4.8211504 8e+06   662.07641
## 2595  0.50867588  1.09  1.09   0.2 0.125   4.6734326 8e+06   654.23914
## 2596  0.50066461  1.09  1.09   0.2 0.125   4.0318067 8e+06   657.18685
## 2597  0.49964665  1.09  1.09   0.2 0.125   4.1360077 8e+06   651.96843
## 2598  0.48578563  1.09  1.09   0.2 0.125   4.8242622 8e+06   649.45850
## 2599  0.48715341  1.09  1.09   0.2 0.125   4.7995482 8e+06   664.59299
## 2600  0.48715341  1.09  1.09   0.2 0.125   4.7995482 8e+06   664.59299
## 2601  0.12360759  1.09  1.09   0.2 0.125   0.9277654 8e+06  7380.14178
## 2602  0.12360759  1.09  1.09   0.2 0.125   0.9277654 8e+06  7380.14178
## 2603  0.16046520  1.09  1.09   0.2 0.125   0.9676959 8e+06  7332.78540
## 2604  0.13774995  1.09  1.09   0.2 0.125   0.9689112 8e+06  7389.17355
## 2605  0.14239452  1.09  1.09   0.2 0.125   1.2775271 8e+06  7339.28154
## 2606  0.13187478  1.09  1.09   0.2 0.125   1.3979794 8e+06  7306.82295
## 2607  0.12875255  1.09  1.09   0.2 0.125   1.2294081 8e+06  7308.90896
## 2608  0.12880187  1.09  1.09   0.2 0.125   1.2402693 8e+06  7241.63638
## 2609  0.12682578  1.09  1.09   0.2 0.125   1.3011571 8e+06  7273.28079
## 2610  0.12676643  1.09  1.09   0.2 0.125   1.6920665 8e+06  7392.50456
## 2611  0.12923604  1.09  1.09   0.2 0.125   1.8125156 8e+06  7435.48896
## 2612  0.12858886  1.09  1.09   0.2 0.125   2.0615060 8e+06  7448.89087
## 2613  0.12759832  1.09  1.09   0.2 0.125   2.2043848 8e+06  7464.33719
## 2614  0.12471887  1.09  1.09   0.2 0.125   2.4168453 8e+06  7501.38773
## 2615  0.12537466  1.09  1.09   0.2 0.125   2.4463366 8e+06  7543.85009
## 2616  0.12377690  1.09  1.09   0.2 0.125   2.3327657 8e+06  7563.43242
## 2617  0.12124983  1.09  1.09   0.2 0.125   2.6381428 8e+06  7569.59054
## 2618  0.12709265  1.09  1.09   0.2 0.125   2.6873508 8e+06  7568.57447
## 2619  0.12759195  1.09  1.09   0.2 0.125   2.7269960 8e+06  7566.81464
## 2620  0.12310707  1.09  1.09   0.2 0.125   2.6504180 8e+06  7670.43029
## 2621  0.12250648  1.09  1.09   0.2 0.125   2.6794491 8e+06  7684.21592
## 2622  0.12665350  1.09  1.09   0.2 0.125   2.5976120 8e+06  7669.76789
## 2623  0.12883445  1.09  1.09   0.2 0.125   2.8540185 8e+06  7703.46402
## 2624  0.12751061  1.09  1.09   0.2 0.125   2.8383931 8e+06  7727.74229
## 2625  0.12284178  1.09  1.09   0.2 0.125   3.1424931 8e+06  7701.65401
## 2626  0.12866601  1.09  1.09   0.2 0.125   3.3227909 8e+06  7638.99473
## 2627  0.12895728  1.09  1.09   0.2 0.125   3.5569109 8e+06  7614.92429
## 2628  0.13234985  1.09  1.09   0.2 0.125   3.6282487 8e+06  7629.54731
## 2629  0.13532064  1.09  1.09   0.2 0.125   3.7189814 8e+06  7637.73359
## 2630  0.14007876  1.09  1.09   0.2 0.125   4.0767687 8e+06  7610.52366
## 2631  0.13753805  1.09  1.09   0.2 0.125   3.9831130 8e+06  7584.11538
## 2632  0.13656817  1.09  1.09   0.2 0.125   4.1524888 8e+06  7564.09744
## 2633  0.13843565  1.09  1.09   0.2 0.125   3.8866750 8e+06  7510.92346
## 2634  0.13654584  1.09  1.09   0.2 0.125   3.7227848 8e+06  7531.46399
## 2635  0.13607530  1.09  1.09   0.2 0.125   4.0363482 8e+06  7574.02914
## 2636  0.13593179  1.09  1.09   0.2 0.125   4.0067866 8e+06  7633.99551
## 2637  0.13751172  1.09  1.09   0.2 0.125   4.1540968 8e+06  7710.43607
## 2638  0.13705774  1.09  1.09   0.2 0.125   4.2956646 8e+06  7752.18518
## 2639  0.13927783  1.09  1.09   0.2 0.125   4.2888120 8e+06  7784.95337
## 2640  0.13741653  1.09  1.09   0.2 0.125   4.4787893 8e+06  7784.13798
## 2641  0.14105973  1.09  1.09   0.2 0.125   4.2887613 8e+06  7807.12793
## 2642  0.13874015  1.09  1.09   0.2 0.125   4.4593573 8e+06  7840.82094
## 2643  0.14052940  1.09  1.09   0.2 0.125   4.2915819 8e+06  7901.56041
## 2644  0.14027162  1.09  1.09   0.2 0.125   4.2320364 8e+06  7921.14565
## 2645  0.14230656  1.09  1.09   0.2 0.125   3.8751694 8e+06  7966.63286
## 2646  0.14013670  1.09  1.09   0.2 0.125   4.4051783 8e+06  7931.74291
## 2647  0.13727946  1.09  1.09   0.2 0.125   4.3770039 8e+06  7879.24872
## 2648  0.13872839  1.09  1.09   0.2 0.125   4.8154274 8e+06  7894.86215
## 2649  0.13809051  1.09  1.09   0.2 0.125   4.9671174 8e+06  7857.43170
## 2650  0.13999794  1.09  1.09   0.2 0.125   5.1916736 8e+06  7856.53380
## 2651  0.14416879  1.09  1.09   0.2 0.125   5.2589886 8e+06  7793.12608
## 2652  0.13977502  1.09  1.09   0.2 0.125   5.2552272 8e+06  7842.97462
## 2653  0.13977502  1.09  1.09   0.2 0.125   5.2552272 8e+06  7842.97462
## 2654  0.14178163  1.09  1.09   0.2 0.125   5.3483592 8e+06  7858.14851
## 2655  0.13922557  1.09  1.09   0.2 0.125   5.0878560 8e+06  7831.04344
## 2656  0.13909504  1.09  1.09   0.2 0.125   5.2217173 8e+06  7855.15011
## 2657  0.14453218  1.09  1.09   0.2 0.125   5.2826087 8e+06  7924.90049
## 2658  0.14079688  1.09  1.09   0.2 0.125   5.4219122 8e+06  7905.27496
## 2659  0.14503283  1.09  1.09   0.2 0.125   5.4474485 8e+06  8002.45210
## 2660  0.14727496  1.09  1.09   0.2 0.125   5.1727576 8e+06  8060.78369
## 2661  0.14752381  1.09  1.09   0.2 0.125   6.0274161 8e+06  8146.84694
## 2662  0.15114231  1.09  1.09   0.2 0.125   6.0508251 8e+06  8202.28369
## 2663  0.14677381  1.09  1.09   0.2 0.125   5.6089218 8e+06  8306.26089
## 2664  0.14701111  1.09  1.09   0.2 0.125   5.6555307 8e+06  8567.98038
## 2665  0.14406483  1.09  1.09   0.2 0.125   6.0050226 8e+06  8495.05131
## 2666  0.14448067  1.09  1.09   0.2 0.125   6.3796319 8e+06  8616.12131
## 2667  0.14980277  1.09  1.09   0.2 0.125   6.2305373 8e+06  8546.60082
## 2668  0.14775721  1.09  1.09   0.2 0.125   6.4132604 8e+06  8663.24294
## 2669  0.15201183  1.09  1.09   0.2 0.125   5.8694058 8e+06  8816.47917
## 2670  0.15706009  1.09  1.09   0.2 0.125   4.9769470 8e+06  8859.08312
## 2671  0.15558265  1.09  1.09   0.2 0.125   5.0582342 8e+06  8900.91285
## 2672  0.16122878  1.09  1.09   0.2 0.125   4.6412859 8e+06  8879.79844
## 2673  0.15890328  1.09  1.09   0.2 0.125   5.0758610 8e+06  8833.65333
## 2674  0.15887540  1.09  1.09   0.2 0.125   5.4774192 8e+06  8831.48800
## 2675  0.15681847  1.09  1.09   0.2 0.125   5.9844641 8e+06  9008.27576
## 2676  0.15614753  1.09  1.09   0.2 0.125   5.7987263 8e+06  9042.66577
## 2677  0.16263704  1.09  1.09   0.2 0.125   5.3668349 8e+06  9058.70435
## 2678  0.16085899  1.09  1.09   0.2 0.125   5.1107892 8e+06  9118.79879
## 2679  0.15793744  1.09  1.09   0.2 0.125   4.5629550 8e+06  9119.91452
## 2680  0.16087102  1.09  1.09   0.2 0.125   4.6101583 8e+06  9200.49841
## 2681  0.15943365  1.09  1.09   0.2 0.125   4.6703863 8e+06  9205.63475
## 2682  0.16349841  1.09  1.09   0.2 0.125   4.9835254 8e+06  9289.58874
## 2683  0.16254537  1.09  1.09   0.2 0.125   5.2107344 8e+06  9294.81731
## 2684  0.15833420  1.09  1.09   0.2 0.125   5.3882309 8e+06  9225.51731
## 2685  0.15945148  1.09  1.09   0.2 0.125   5.6478275 8e+06  9354.03495
## 2686  0.15437434  1.09  1.09   0.2 0.125   4.6471550 8e+06  9190.05918
## 2687  0.15372583  1.09  1.09   0.2 0.125   4.8533762 8e+06  9245.00128
## 2688  0.15177447  1.09  1.09   0.2 0.125   5.0861398 8e+06  9300.54426
## 2689  0.15055922  1.09  1.09   0.2 0.125   6.0072202 8e+06  9442.75863
## 2690  0.15166730  1.09  1.09   0.2 0.125   5.9599013 8e+06  9538.58328
## 2691  0.15325070  1.09  1.09   0.2 0.125   6.0397213 8e+06  9610.98029
## 2692  0.14993070  1.09  1.09   0.2 0.125   6.1010246 8e+06  9621.96286
## 2693  0.15565178  1.09  1.09   0.2 0.125   7.2552882 8e+06  9834.28536
## 2694  0.15122043  1.09  1.09   0.2 0.125   7.3568178 8e+06  9850.97760
## 2695  0.15566512  1.09  1.09   0.2 0.125   7.8226643 8e+06 10040.53782
## 2696  0.15860906  1.09  1.09   0.2 0.125   7.9171421 8e+06 10063.30132
## 2697  0.15550212  1.09  1.09   0.2 0.125   7.5756958 8e+06 10122.89155
## 2698  0.15716915  1.09  1.09   0.2 0.125   7.5513684 8e+06 10122.52573
## 2699  0.15717749  1.09  1.09   0.2 0.125   7.8956470 8e+06 10151.27438
## 2700  0.15491710  1.09  1.09   0.2 0.125   8.2590349 8e+06 10221.95761
## 2701  0.15421823  1.09  1.09   0.2 0.125   8.2193233 8e+06 10302.86373
## 2702  0.15328471  1.09  1.09   0.2 0.125   8.0828111 8e+06 10363.94992
##                z_0 C_0 social_distancing_start_time quarantine_start_time
## 1     1.947799e+04   0                           17                    22
## 2     1.947799e+04   0                           17                    22
## 3     1.980686e+04   0                           17                    22
## 4     1.996652e+04   0                           17                    22
## 5     1.969788e+04   0                           17                    22
## 6     1.994300e+04   0                           17                    22
## 7     2.021141e+04   0                           17                    22
## 8     2.061283e+04   0                           17                    22
## 9     2.062642e+04   0                           17                    22
## 10    2.044292e+04   0                           17                    22
## 11    1.989951e+04   0                           17                    22
## 12    2.031535e+04   0                           17                    22
## 13    2.091796e+04   0                           17                    22
## 14    2.096177e+04   0                           17                    22
## 15    2.057366e+04   0                           17                    22
## 16    2.207619e+04   0                           17                    22
## 17    2.236312e+04   0                           17                    22
## 18    2.244076e+04   0                           17                    22
## 19    2.392436e+04   0                           17                    22
## 20    2.432754e+04   0                           17                    22
## 21    2.477726e+04   0                           17                    22
## 22    2.460328e+04   0                           17                    22
## 23    2.457610e+04   0                           17                    22
## 24    2.459246e+04   0                           17                    22
## 25    2.477336e+04   0                           17                    22
## 26    2.452296e+04   0                           17                    22
## 27    2.401270e+04   0                           17                    22
## 28    2.461580e+04   0                           17                    22
## 29    2.477623e+04   0                           17                    22
## 30    2.460909e+04   0                           17                    22
## 31    2.494957e+04   0                           17                    22
## 32    2.530570e+04   0                           17                    22
## 33    2.435207e+04   0                           17                    22
## 34    2.412616e+04   0                           17                    22
## 35    2.395154e+04   0                           17                    22
## 36    2.412770e+04   0                           17                    22
## 37    2.398967e+04   0                           17                    22
## 38    2.398006e+04   0                           17                    22
## 39    2.386204e+04   0                           17                    22
## 40    2.361113e+04   0                           17                    22
## 41    2.362363e+04   0                           17                    22
## 42    2.413311e+04   0                           17                    22
## 43    2.443545e+04   0                           17                    22
## 44    2.464582e+04   0                           17                    22
## 45    2.429776e+04   0                           17                    22
## 46    2.390647e+04   0                           17                    22
## 47    2.426971e+04   0                           17                    22
## 48    2.537315e+04   0                           17                    22
## 49    2.522445e+04   0                           17                    22
## 50    2.498812e+04   0                           17                    22
## 51    2.510555e+04   0                           17                    22
## 52    2.500924e+04   0                           17                    22
## 53    2.500924e+04   0                           17                    22
## 54    2.478704e+04   0                           17                    22
## 55    2.600892e+04   0                           17                    22
## 56    2.524173e+04   0                           17                    22
## 57    2.525404e+04   0                           17                    22
## 58    2.465499e+04   0                           17                    22
## 59    2.466084e+04   0                           17                    22
## 60    2.597439e+04   0                           17                    22
## 61    2.546240e+04   0                           17                    22
## 62    2.609824e+04   0                           17                    22
## 63    2.511354e+04   0                           17                    22
## 64    2.460662e+04   0                           17                    22
## 65    2.432325e+04   0                           17                    22
## 66    2.398548e+04   0                           17                    22
## 67    2.380769e+04   0                           17                    22
## 68    2.349765e+04   0                           17                    22
## 69    2.347594e+04   0                           17                    22
## 70    2.296675e+04   0                           17                    22
## 71    2.263713e+04   0                           17                    22
## 72    2.252445e+04   0                           17                    22
## 73    2.287651e+04   0                           17                    22
## 74    2.240898e+04   0                           17                    22
## 75    2.232619e+04   0                           17                    22
## 76    2.245984e+04   0                           17                    22
## 77    2.256114e+04   0                           17                    22
## 78    2.235376e+04   0                           17                    22
## 79    2.202612e+04   0                           17                    22
## 80    2.186856e+04   0                           17                    22
## 81    2.176490e+04   0                           17                    22
## 82    2.202253e+04   0                           17                    22
## 83    2.191338e+04   0                           17                    22
## 84    2.196755e+04   0                           17                    22
## 85    2.170813e+04   0                           17                    22
## 86    2.147884e+04   0                           17                    22
## 87    2.146542e+04   0                           17                    22
## 88    2.156142e+04   0                           17                    22
## 89    2.123243e+04   0                           17                    22
## 90    2.131466e+04   0                           17                    22
## 91    2.088980e+04   0                           17                    22
## 92    2.060226e+04   0                           17                    22
## 93    2.078235e+04   0                           17                    22
## 94    2.077566e+04   0                           17                    22
## 95    2.073048e+04   0                           17                    22
## 96    2.067890e+04   0                           17                    22
## 97    2.061120e+04   0                           17                    22
## 98    2.038729e+04   0                           17                    22
## 99    2.025135e+04   0                           17                    22
## 100   2.003815e+04   0                           17                    22
## 101   1.985970e+04   0                           17                    22
## 102   1.980438e+04   0                           17                    22
## 103   1.957578e+04   0                           17                    22
## 104   1.957578e+04   0                           17                    22
## 105   1.319369e+04   0                           17                    22
## 106   1.319369e+04   0                           17                    22
## 107   1.327477e+04   0                           17                    22
## 108   1.334031e+04   0                           17                    22
## 109   1.298264e+04   0                           17                    22
## 110   1.307381e+04   0                           17                    22
## 111   1.314667e+04   0                           17                    22
## 112   1.328938e+04   0                           17                    22
## 113   1.327154e+04   0                           17                    22
## 114   1.310573e+04   0                           17                    22
## 115   1.295313e+04   0                           17                    22
## 116   1.273531e+04   0                           17                    22
## 117   1.284583e+04   0                           17                    22
## 118   1.275163e+04   0                           17                    22
## 119   1.246587e+04   0                           17                    22
## 120   1.247052e+04   0                           17                    22
## 121   1.199073e+04   0                           17                    22
## 122   1.159869e+04   0                           17                    22
## 123   1.148701e+04   0                           17                    22
## 124   1.133829e+04   0                           17                    22
## 125   1.191605e+04   0                           17                    22
## 126   1.159489e+04   0                           17                    22
## 127   1.125869e+04   0                           17                    22
## 128   1.117970e+04   0                           17                    22
## 129   1.097260e+04   0                           17                    22
## 130   1.089096e+04   0                           17                    22
## 131   1.068005e+04   0                           17                    22
## 132   1.075743e+04   0                           17                    22
## 133   1.072449e+04   0                           17                    22
## 134   1.062357e+04   0                           17                    22
## 135   1.046113e+04   0                           17                    22
## 136   1.043669e+04   0                           17                    22
## 137   1.014431e+04   0                           17                    22
## 138   1.024526e+04   0                           17                    22
## 139   1.016468e+04   0                           17                    22
## 140   1.010712e+04   0                           17                    22
## 141   1.025762e+04   0                           17                    22
## 142   1.020311e+04   0                           17                    22
## 143   1.031617e+04   0                           17                    22
## 144   1.040164e+04   0                           17                    22
## 145   1.062057e+04   0                           17                    22
## 146   1.069019e+04   0                           17                    22
## 147   1.069205e+04   0                           17                    22
## 148   1.069164e+04   0                           17                    22
## 149   1.064841e+04   0                           17                    22
## 150   1.053797e+04   0                           17                    22
## 151   1.056427e+04   0                           17                    22
## 152   1.053670e+04   0                           17                    22
## 153   1.051319e+04   0                           17                    22
## 154   1.043345e+04   0                           17                    22
## 155   1.051036e+04   0                           17                    22
## 156   1.040802e+04   0                           17                    22
## 157   1.040802e+04   0                           17                    22
## 158   1.035969e+04   0                           17                    22
## 159   1.034053e+04   0                           17                    22
## 160   1.033659e+04   0                           17                    22
## 161   1.023458e+04   0                           17                    22
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## 1763  1.299630e+04   0                           17                    22
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## 1765  1.285593e+04   0                           17                    22
## 1766  1.281863e+04   0                           17                    22
## 1767  1.260315e+04   0                           17                    22
## 1768  1.260315e+04   0                           17                    22
## 1769  1.304412e+04   0                           17                    22
## 1770  1.304412e+04   0                           17                    22
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## 1772  1.351799e+04   0                           17                    22
## 1773  1.333552e+04   0                           17                    22
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## 1781  1.269232e+04   0                           17                    22
## 1782  1.241931e+04   0                           17                    22
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## 1786  1.187735e+04   0                           17                    22
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## 1788  1.216058e+04   0                           17                    22
## 1789  1.220442e+04   0                           17                    22
## 1790  1.200669e+04   0                           17                    22
## 1791  1.180270e+04   0                           17                    22
## 1792  1.161282e+04   0                           17                    22
## 1793  1.152301e+04   0                           17                    22
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## 1799  1.132561e+04   0                           17                    22
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## 1803  1.115140e+04   0                           17                    22
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## 1807  1.140690e+04   0                           17                    22
## 1808  1.131531e+04   0                           17                    22
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## 1810  1.116354e+04   0                           17                    22
## 1811  1.098838e+04   0                           17                    22
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## 1821  1.098275e+04   0                           17                    22
## 1822  1.097012e+04   0                           17                    22
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## 1827  1.083611e+04   0                           17                    22
## 1828  1.067563e+04   0                           17                    22
## 1829  1.057122e+04   0                           17                    22
## 1830  1.054991e+04   0                           17                    22
## 1831  1.047896e+04   0                           17                    22
## 1832  1.041693e+04   0                           17                    22
## 1833  1.030157e+04   0                           17                    22
## 1834  1.018431e+04   0                           17                    22
## 1835  1.004021e+04   0                           17                    22
## 1836  9.952548e+03   0                           17                    22
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## 1838  9.921832e+03   0                           17                    22
## 1839  9.936825e+03   0                           17                    22
## 1840  9.886683e+03   0                           17                    22
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## 1863  9.337415e+03   0                           17                    22
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## 1869  9.028749e+03   0                           17                    22
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## 1874  4.700753e+03   0                           17                    22
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## 1878  4.680134e+03   0                           17                    22
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## 1880  4.816790e+03   0                           17                    22
## 1881  4.830777e+03   0                           17                    22
## 1882  4.917518e+03   0                           17                    22
## 1883  4.892807e+03   0                           17                    22
## 1884  4.954604e+03   0                           17                    22
## 1885  5.138114e+03   0                           17                    22
## 1886  5.198354e+03   0                           17                    22
## 1887  5.286300e+03   0                           17                    22
## 1888  5.226115e+03   0                           17                    22
## 1889  5.311648e+03   0                           17                    22
## 1890  5.461762e+03   0                           17                    22
## 1891  5.411333e+03   0                           17                    22
## 1892  5.428201e+03   0                           17                    22
## 1893  5.447618e+03   0                           17                    22
## 1894  5.405313e+03   0                           17                    22
## 1895  5.435146e+03   0                           17                    22
## 1896  5.425775e+03   0                           17                    22
## 1897  5.381788e+03   0                           17                    22
## 1898  5.369617e+03   0                           17                    22
## 1899  5.404911e+03   0                           17                    22
## 1900  5.313645e+03   0                           17                    22
## 1901  5.204109e+03   0                           17                    22
## 1902  5.188803e+03   0                           17                    22
## 1903  5.212710e+03   0                           17                    22
## 1904  5.306378e+03   0                           17                    22
## 1905  5.300032e+03   0                           17                    22
## 1906  5.304886e+03   0                           17                    22
## 1907  5.294362e+03   0                           17                    22
## 1908  5.259383e+03   0                           17                    22
## 1909  5.251665e+03   0                           17                    22
## 1910  5.263848e+03   0                           17                    22
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## 1914  5.406911e+03   0                           17                    22
## 1915  5.314110e+03   0                           17                    22
## 1916  5.300567e+03   0                           17                    22
## 1917  5.297211e+03   0                           17                    22
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## 1919  5.283735e+03   0                           17                    22
## 1920  5.276039e+03   0                           17                    22
## 1921  5.257423e+03   0                           17                    22
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## 1923  5.321988e+03   0                           17                    22
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## 1926  5.346031e+03   0                           17                    22
## 1927  5.358949e+03   0                           17                    22
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## 1929  5.313468e+03   0                           17                    22
## 1930  5.266397e+03   0                           17                    22
## 1931  5.394440e+03   0                           17                    22
## 1932  5.336380e+03   0                           17                    22
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## 1934  5.262715e+03   0                           17                    22
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## 1936  5.378548e+03   0                           17                    22
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## 1938  5.384608e+03   0                           17                    22
## 1939  5.310329e+03   0                           17                    22
## 1940  5.382435e+03   0                           17                    22
## 1941  5.422505e+03   0                           17                    22
## 1942  5.460094e+03   0                           17                    22
## 1943  5.034334e+03   0                           17                    22
## 1944  4.799230e+03   0                           17                    22
## 1945  4.744564e+03   0                           17                    22
## 1946  4.841683e+03   0                           17                    22
## 1947  4.743533e+03   0                           17                    22
## 1948  4.687641e+03   0                           17                    22
## 1949  4.719927e+03   0                           17                    22
## 1950  4.669719e+03   0                           17                    22
## 1951  4.630578e+03   0                           17                    22
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## 1953  4.663147e+03   0                           17                    22
## 1954  4.632394e+03   0                           17                    22
## 1955  4.654034e+03   0                           17                    22
## 1956  4.617255e+03   0                           17                    22
## 1957  4.606979e+03   0                           17                    22
## 1958  4.549122e+03   0                           17                    22
## 1959  4.636735e+03   0                           17                    22
## 1960  4.622755e+03   0                           17                    22
## 1961  4.619175e+03   0                           17                    22
## 1962  4.611457e+03   0                           17                    22
## 1963  4.594527e+03   0                           17                    22
## 1964  4.587974e+03   0                           17                    22
## 1965  4.610069e+03   0                           17                    22
## 1966  4.599587e+03   0                           17                    22
## 1967  4.620773e+03   0                           17                    22
## 1968  4.615428e+03   0                           17                    22
## 1969  4.643980e+03   0                           17                    22
## 1970  4.663018e+03   0                           17                    22
## 1971  4.624890e+03   0                           17                    22
## 1972  4.616513e+03   0                           17                    22
## 1973  4.642268e+03   0                           17                    22
## 1974  4.656135e+03   0                           17                    22
## 1975  4.665502e+03   0                           17                    22
## 1976  4.665502e+03   0                           17                    22
## 1977  5.007679e+02   0                           17                    22
## 1978  5.007679e+02   0                           17                    22
## 1979  5.003648e+02   0                           17                    22
## 1980  5.216077e+02   0                           17                    22
## 1981  5.276165e+02   0                           17                    22
## 1982  5.243477e+02   0                           17                    22
## 1983  5.191397e+02   0                           17                    22
## 1984  5.218044e+02   0                           17                    22
## 1985  5.299183e+02   0                           17                    22
## 1986  5.333137e+02   0                           17                    22
## 1987  5.277170e+02   0                           17                    22
## 1988  5.268722e+02   0                           17                    22
## 1989  5.290695e+02   0                           17                    22
## 1990  5.369468e+02   0                           17                    22
## 1991  5.486286e+02   0                           17                    22
## 1992  5.618866e+02   0                           17                    22
## 1993  5.765070e+02   0                           17                    22
## 1994  5.914176e+02   0                           17                    22
## 1995  5.946852e+02   0                           17                    22
## 1996  6.017170e+02   0                           17                    22
## 1997  6.054767e+02   0                           17                    22
## 1998  6.020846e+02   0                           17                    22
## 1999  6.074992e+02   0                           17                    22
## 2000  6.152369e+02   0                           17                    22
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## 2003  6.397256e+02   0                           17                    22
## 2004  6.564386e+02   0                           17                    22
## 2005  6.697454e+02   0                           17                    22
## 2006  6.835706e+02   0                           17                    22
## 2007  6.897398e+02   0                           17                    22
## 2008  6.921964e+02   0                           17                    22
## 2009  6.944098e+02   0                           17                    22
## 2010  7.012966e+02   0                           17                    22
## 2011  7.057489e+02   0                           17                    22
## 2012  7.140015e+02   0                           17                    22
## 2013  7.244385e+02   0                           17                    22
## 2014  7.292853e+02   0                           17                    22
## 2015  7.246790e+02   0                           17                    22
## 2016  7.319015e+02   0                           17                    22
## 2017  7.334367e+02   0                           17                    22
## 2018  7.339709e+02   0                           17                    22
## 2019  7.398540e+02   0                           17                    22
## 2020  7.469496e+02   0                           17                    22
## 2021  7.425309e+02   0                           17                    22
## 2022  7.457479e+02   0                           17                    22
## 2023  7.491987e+02   0                           17                    22
## 2024  7.519823e+02   0                           17                    22
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## 2030  7.584535e+02   0                           17                    22
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## 2068  9.929992e+02   0                           17                    22
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## 2073  1.014720e+03   0                           17                    22
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## 2090  7.892625e+03   0                           17                    22
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## 2100  7.558569e+03   0                           17                    22
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## 2106  6.989301e+03   0                           17                    22
## 2107  6.902422e+03   0                           17                    22
## 2108  6.835444e+03   0                           17                    22
## 2109  6.881399e+03   0                           17                    22
## 2110  6.818855e+03   0                           17                    22
## 2111  6.693451e+03   0                           17                    22
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## 2117  6.033827e+03   0                           17                    22
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## 2119  6.043603e+03   0                           17                    22
## 2120  5.862857e+03   0                           17                    22
## 2121  5.652720e+03   0                           17                    22
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## 2125  5.487725e+03   0                           17                    22
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## 2127  5.486092e+03   0                           17                    22
## 2128  5.512035e+03   0                           17                    22
## 2129  5.481025e+03   0                           17                    22
## 2130  5.479605e+03   0                           17                    22
## 2131  5.458499e+03   0                           17                    22
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## 2135  5.422331e+03   0                           17                    22
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## 2138  5.443348e+03   0                           17                    22
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## 2140  5.347345e+03   0                           17                    22
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## 2166  4.459969e+03   0                           17                    22
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## 2561  2.001133e+04   0                           17                    22
## 2562  1.976963e+04   0                           17                    22
## 2563  2.019290e+04   0                           17                    22
## 2564  2.043647e+04   0                           17                    22
## 2565  2.026725e+04   0                           17                    22
## 2566  2.015654e+04   0                           17                    22
## 2567  2.019408e+04   0                           17                    22
## 2568  2.025947e+04   0                           17                    22
## 2569  2.015378e+04   0                           17                    22
## 2570  1.985420e+04   0                           17                    22
## 2571  1.977817e+04   0                           17                    22
## 2572  1.947671e+04   0                           17                    22
## 2573  1.937990e+04   0                           17                    22
## 2574  1.950296e+04   0                           17                    22
## 2575  1.891270e+04   0                           17                    22
## 2576  1.836661e+04   0                           17                    22
## 2577  1.808265e+04   0                           17                    22
## 2578  1.817814e+04   0                           17                    22
## 2579  1.844110e+04   0                           17                    22
## 2580  1.833811e+04   0                           17                    22
## 2581  1.817587e+04   0                           17                    22
## 2582  1.801863e+04   0                           17                    22
## 2583  1.807068e+04   0                           17                    22
## 2584  1.814175e+04   0                           17                    22
## 2585  1.804426e+04   0                           17                    22
## 2586  1.815713e+04   0                           17                    22
## 2587  1.804872e+04   0                           17                    22
## 2588  1.793860e+04   0                           17                    22
## 2589  1.798672e+04   0                           17                    22
## 2590  1.769074e+04   0                           17                    22
## 2591  1.759520e+04   0                           17                    22
## 2592  1.780484e+04   0                           17                    22
## 2593  1.781984e+04   0                           17                    22
## 2594  1.779627e+04   0                           17                    22
## 2595  1.784115e+04   0                           17                    22
## 2596  1.783703e+04   0                           17                    22
## 2597  1.777801e+04   0                           17                    22
## 2598  1.781799e+04   0                           17                    22
## 2599  1.774402e+04   0                           17                    22
## 2600  1.774402e+04   0                           17                    22
## 2601  3.586234e+03   0                           17                    22
## 2602  3.586234e+03   0                           17                    22
## 2603  3.527520e+03   0                           17                    22
## 2604  3.470522e+03   0                           17                    22
## 2605  3.508510e+03   0                           17                    22
## 2606  3.544675e+03   0                           17                    22
## 2607  3.509184e+03   0                           17                    22
## 2608  3.492294e+03   0                           17                    22
## 2609  3.529260e+03   0                           17                    22
## 2610  3.508983e+03   0                           17                    22
## 2611  3.500502e+03   0                           17                    22
## 2612  3.518570e+03   0                           17                    22
## 2613  3.544123e+03   0                           17                    22
## 2614  3.564706e+03   0                           17                    22
## 2615  3.549430e+03   0                           17                    22
## 2616  3.537010e+03   0                           17                    22
## 2617  3.543688e+03   0                           17                    22
## 2618  3.534845e+03   0                           17                    22
## 2619  3.530737e+03   0                           17                    22
## 2620  3.540097e+03   0                           17                    22
## 2621  3.510570e+03   0                           17                    22
## 2622  3.489735e+03   0                           17                    22
## 2623  3.431765e+03   0                           17                    22
## 2624  3.421272e+03   0                           17                    22
## 2625  3.358245e+03   0                           17                    22
## 2626  3.271969e+03   0                           17                    22
## 2627  3.307810e+03   0                           17                    22
## 2628  3.277354e+03   0                           17                    22
## 2629  3.253706e+03   0                           17                    22
## 2630  3.178504e+03   0                           17                    22
## 2631  3.132113e+03   0                           17                    22
## 2632  3.124227e+03   0                           17                    22
## 2633  3.067851e+03   0                           17                    22
## 2634  3.049438e+03   0                           17                    22
## 2635  2.980439e+03   0                           17                    22
## 2636  2.931287e+03   0                           17                    22
## 2637  2.912392e+03   0                           17                    22
## 2638  2.912888e+03   0                           17                    22
## 2639  2.895939e+03   0                           17                    22
## 2640  2.898387e+03   0                           17                    22
## 2641  2.888609e+03   0                           17                    22
## 2642  2.887811e+03   0                           17                    22
## 2643  2.892352e+03   0                           17                    22
## 2644  2.886564e+03   0                           17                    22
## 2645  2.874766e+03   0                           17                    22
## 2646  2.896323e+03   0                           17                    22
## 2647  2.873824e+03   0                           17                    22
## 2648  2.863265e+03   0                           17                    22
## 2649  2.869547e+03   0                           17                    22
## 2650  2.842957e+03   0                           17                    22
## 2651  2.822749e+03   0                           17                    22
## 2652  2.806251e+03   0                           17                    22
## 2653  2.806251e+03   0                           17                    22
## 2654  2.790035e+03   0                           17                    22
## 2655  2.792089e+03   0                           17                    22
## 2656  2.781887e+03   0                           17                    22
## 2657  2.783721e+03   0                           17                    22
## 2658  2.765964e+03   0                           17                    22
## 2659  2.780605e+03   0                           17                    22
## 2660  2.769978e+03   0                           17                    22
## 2661  2.744812e+03   0                           17                    22
## 2662  2.737558e+03   0                           17                    22
## 2663  2.725015e+03   0                           17                    22
## 2664  2.677629e+03   0                           17                    22
## 2665  2.686151e+03   0                           17                    22
## 2666  2.671414e+03   0                           17                    22
## 2667  2.636178e+03   0                           17                    22
## 2668  2.602878e+03   0                           17                    22
## 2669  2.567721e+03   0                           17                    22
## 2670  2.541916e+03   0                           17                    22
## 2671  2.486849e+03   0                           17                    22
## 2672  2.455392e+03   0                           17                    22
## 2673  2.434308e+03   0                           17                    22
## 2674  2.439089e+03   0                           17                    22
## 2675  2.479358e+03   0                           17                    22
## 2676  2.494339e+03   0                           17                    22
## 2677  2.464524e+03   0                           17                    22
## 2678  2.485268e+03   0                           17                    22
## 2679  2.472355e+03   0                           17                    22
## 2680  2.480644e+03   0                           17                    22
## 2681  2.465608e+03   0                           17                    22
## 2682  2.466127e+03   0                           17                    22
## 2683  2.458400e+03   0                           17                    22
## 2684  2.500431e+03   0                           17                    22
## 2685  2.505719e+03   0                           17                    22
## 2686  2.495526e+03   0                           17                    22
## 2687  2.504985e+03   0                           17                    22
## 2688  2.500024e+03   0                           17                    22
## 2689  2.495032e+03   0                           17                    22
## 2690  2.490568e+03   0                           17                    22
## 2691  2.495721e+03   0                           17                    22
## 2692  2.493623e+03   0                           17                    22
## 2693  2.489770e+03   0                           17                    22
## 2694  2.493166e+03   0                           17                    22
## 2695  2.491747e+03   0                           17                    22
## 2696  2.487283e+03   0                           17                    22
## 2697  2.486153e+03   0                           17                    22
## 2698  2.489485e+03   0                           17                    22
## 2699  2.491336e+03   0                           17                    22
## 2700  2.472863e+03   0                           17                    22
## 2701  2.480345e+03   0                           17                    22
## 2702  2.478382e+03   0                           17                    22
##       PCR_sens      sigma_M   beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0
## 1          0.9 2.859026e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2          0.9 2.859026e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 3          0.9 1.027488e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 4          0.9 1.109132e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 5          0.9 1.056190e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 6          0.9 9.800860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 7          0.9 8.957633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 8          0.9 8.767985e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 9          0.9 7.635573e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 10         0.9 7.927765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 11         0.9 8.236507e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 12         0.9 8.023979e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 13         0.9 7.839214e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 14         0.9 7.701989e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 15         0.9 7.187642e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 16         0.9 7.680899e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 17         0.9 7.821091e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 18         0.9 7.521681e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 19         0.9 6.618806e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 20         0.9 7.225432e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 21         0.9 6.675611e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 22         0.9 6.827921e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 23         0.9 7.338920e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 24         0.9 7.487564e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 25         0.9 7.011829e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 26         0.9 7.122204e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 27         0.9 7.717050e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 28         0.9 7.266401e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 29         0.9 6.586570e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 30         0.9 7.630018e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 31         0.9 7.630989e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 32         0.9 7.363819e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 33         0.9 6.882505e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 34         0.9 7.045864e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 35         0.9 6.098643e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 36         0.9 6.701603e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 37         0.9 6.353304e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 38         0.9 6.240625e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 39         0.9 6.616276e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 40         0.9 6.865392e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 41         0.9 6.031411e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 42         0.9 5.894842e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 43         0.9 6.416962e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 44         0.9 6.291403e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 45         0.9 7.099852e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 46         0.9 6.428884e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 47         0.9 5.581836e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 48         0.9 6.003519e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 49         0.9 5.310378e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 50         0.9 5.798030e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 51         0.9 6.301168e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 52         0.9 5.705061e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 53         0.9 5.705061e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 54         0.9 4.750913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 55         0.9 4.932579e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 56         0.9 4.907135e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 57         0.9 4.701300e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 58         0.9 3.961733e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 59         0.9 3.315173e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 60         0.9 3.401407e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 61         0.9 3.281833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 62         0.9 2.973443e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 63         0.9 3.040354e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 64         0.9 2.877405e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 65         0.9 2.920622e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 66         0.9 2.857880e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 67         0.9 2.889497e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 68         0.9 2.961688e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 69         0.9 2.924440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 70         0.9 2.989722e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 71         0.9 3.004201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 72         0.9 2.913420e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 73         0.9 3.062639e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 74         0.9 2.988695e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 75         0.9 3.007983e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 76         0.9 3.064531e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 77         0.9 3.015940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 78         0.9 2.998183e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 79         0.9 2.954809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 80         0.9 2.973716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 81         0.9 3.008447e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 82         0.9 3.088751e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 83         0.9 3.162892e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 84         0.9 3.025138e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 85         0.9 3.087299e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 86         0.9 3.022780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 87         0.9 3.070631e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 88         0.9 3.157168e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 89         0.9 3.012704e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 90         0.9 3.084403e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 91         0.9 3.085455e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 92         0.9 2.964173e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 93         0.9 3.018682e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 94         0.9 3.084659e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 95         0.9 3.005281e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 96         0.9 3.167494e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 97         0.9 3.060440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 98         0.9 3.126788e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 99         0.9 3.137010e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 100        0.9 3.011629e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 101        0.9 2.999341e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 102        0.9 2.997691e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 103        0.9 3.097214e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 104        0.9 3.097214e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 105        0.9 3.802403e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 106        0.9 3.802403e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 107        0.9 9.415472e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 108        0.9 9.950231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 109        0.9 6.178148e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 110        0.9 3.779441e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 111        0.9 3.047540e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 112        0.9 3.037583e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 113        0.9 2.948548e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 114        0.9 2.875353e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 115        0.9 2.881372e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 116        0.9 2.868973e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 117        0.9 2.934858e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 118        0.9 2.973887e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 119        0.9 2.926458e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 120        0.9 2.876633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 121        0.9 2.891885e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 122        0.9 2.896131e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 123        0.9 2.833323e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 124        0.9 2.766505e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 125        0.9 2.715112e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 126        0.9 2.850488e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 127        0.9 2.878813e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 128        0.9 2.850686e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 129        0.9 2.858631e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 130        0.9 2.869704e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 131        0.9 2.954819e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 132        0.9 2.919330e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 133        0.9 2.831799e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 134        0.9 2.888716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 135        0.9 2.859668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 136        0.9 2.912959e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 137        0.9 2.890662e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 138        0.9 2.867413e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 139        0.9 2.872106e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 140        0.9 2.869762e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 141        0.9 2.872378e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 142        0.9 2.887377e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 143        0.9 2.850126e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 144        0.9 2.863605e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 145        0.9 2.849444e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 146        0.9 2.797661e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 147        0.9 2.885236e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 148        0.9 2.875422e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 149        0.9 2.790585e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 150        0.9 2.848243e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 151        0.9 2.840032e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 152        0.9 2.836220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 153        0.9 2.881029e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 154        0.9 2.876100e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 155        0.9 2.898483e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 156        0.9 2.873027e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 157        0.9 2.873027e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 158        0.9 2.773356e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 159        0.9 2.814673e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 160        0.9 2.845446e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 161        0.9 2.830313e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 162        0.9 2.822755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 163        0.9 2.785085e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 164        0.9 2.838546e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 165        0.9 2.861914e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 166        0.9 2.823083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 167        0.9 2.813359e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 168        0.9 2.814453e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 169        0.9 2.814786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 170        0.9 2.833530e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 171        0.9 2.832477e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 172        0.9 2.826609e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 173        0.9 2.864092e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 174        0.9 2.849750e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 175        0.9 2.805088e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 176        0.9 2.824635e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 177        0.9 2.851142e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 178        0.9 2.823138e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 179        0.9 2.831708e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 180        0.9 2.817928e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 181        0.9 2.812521e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 182        0.9 2.839145e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 183        0.9 2.865426e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 184        0.9 2.840572e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 185        0.9 2.847556e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 186        0.9 2.823029e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 187        0.9 2.858132e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 188        0.9 2.823301e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 189        0.9 2.846712e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 190        0.9 2.852028e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 191        0.9 2.817740e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 192        0.9 2.844968e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 193        0.9 2.795972e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 194        0.9 2.829928e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 195        0.9 2.838342e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 196        0.9 2.820206e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 197        0.9 2.804922e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 198        0.9 2.818830e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 199        0.9 2.820275e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 200        0.9 2.843467e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 201        0.9 2.823768e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 202        0.9 2.825401e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 203        0.9 2.814434e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 204        0.9 2.811836e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 205        0.9 2.811283e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 206        0.9 2.830796e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 207        0.9 2.826527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 208        0.9 2.826527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 209        0.9 4.411967e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 210        0.9 4.411967e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 211        0.9 4.913504e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 212        0.9 1.011647e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 213        0.9 4.179816e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 214        0.9 3.727719e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 215        0.9 1.085642e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 216        0.9 5.567431e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 217        0.9 3.802207e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 218        0.9 2.952072e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 219        0.9 2.879529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 220        0.9 2.910901e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 221        0.9 2.864248e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 222        0.9 2.865756e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 223        0.9 2.833869e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 224        0.9 2.861610e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 225        0.9 2.872526e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 226        0.9 2.869931e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 227        0.9 2.795607e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 228        0.9 2.849888e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 229        0.9 2.849715e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 230        0.9 2.901442e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 231        0.9 2.924171e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 232        0.9 2.776010e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 233        0.9 2.850380e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 234        0.9 2.819920e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 235        0.9 2.837808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 236        0.9 2.803505e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 237        0.9 2.838277e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 238        0.9 2.845114e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 239        0.9 2.947855e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 240        0.9 2.873662e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 241        0.9 2.859434e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 242        0.9 2.826640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 243        0.9 2.848409e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 244        0.9 2.856906e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 245        0.9 2.878168e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 246        0.9 2.868356e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 247        0.9 2.861578e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 248        0.9 2.880805e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 249        0.9 2.896620e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 250        0.9 2.854737e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 251        0.9 2.898302e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 252        0.9 2.867085e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 253        0.9 2.868743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 254        0.9 2.887928e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 255        0.9 2.890568e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 256        0.9 2.880243e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 257        0.9 2.907614e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 258        0.9 2.843908e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 259        0.9 2.829049e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 260        0.9 2.863728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 261        0.9 2.863728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 262        0.9 2.797256e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 263        0.9 2.792153e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 264        0.9 2.822772e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 265        0.9 2.820308e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 266        0.9 2.790256e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 267        0.9 2.818842e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 268        0.9 2.795165e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 269        0.9 2.813185e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 270        0.9 2.793128e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 271        0.9 2.802478e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 272        0.9 2.789258e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 273        0.9 2.843432e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 274        0.9 2.808763e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 275        0.9 2.832600e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 276        0.9 2.798446e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 277        0.9 2.818021e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 278        0.9 2.826288e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 279        0.9 2.806477e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 280        0.9 2.842045e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 281        0.9 2.804891e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 282        0.9 2.785988e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 283        0.9 2.813274e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 284        0.9 2.824786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 285        0.9 2.831313e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 286        0.9 2.840445e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 287        0.9 2.824278e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 288        0.9 2.784733e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 289        0.9 2.792046e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 290        0.9 2.822462e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 291        0.9 2.822719e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 292        0.9 2.831454e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 293        0.9 2.836414e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 294        0.9 2.819995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 295        0.9 2.821529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 296        0.9 2.842230e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 297        0.9 2.838417e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 298        0.9 2.822352e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 299        0.9 2.820053e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 300        0.9 2.790638e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 301        0.9 2.795719e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 302        0.9 2.815443e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 303        0.9 2.800689e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 304        0.9 2.834707e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 305        0.9 2.829530e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 306        0.9 2.821398e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 307        0.9 2.796911e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 308        0.9 2.842598e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 309        0.9 2.833821e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 310        0.9 2.802699e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 311        0.9 2.811301e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 312        0.9 2.811301e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 313        0.9 2.648204e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 314        0.9 2.648204e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 315        0.9 2.457668e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 316        0.9 8.549745e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 317        0.9 4.127163e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 318        0.9 3.154687e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 319        0.9 2.874697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 320        0.9 2.866236e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 321        0.9 2.810596e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 322        0.9 2.777484e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 323        0.9 2.801116e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 324        0.9 2.825009e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 325        0.9 2.787913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 326        0.9 2.785229e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 327        0.9 2.806980e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 328        0.9 2.782912e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 329        0.9 2.785835e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 330        0.9 2.768475e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 331        0.9 2.795501e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 332        0.9 2.773707e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 333        0.9 2.779439e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 334        0.9 2.790869e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 335        0.9 2.786114e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 336        0.9 2.782189e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 337        0.9 2.785959e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 338        0.9 2.755272e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 339        0.9 2.787475e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 340        0.9 2.765462e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 341        0.9 2.777484e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 342        0.9 2.784697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 343        0.9 2.790511e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 344        0.9 2.754928e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 345        0.9 2.812666e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 346        0.9 2.790473e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 347        0.9 2.799748e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 348        0.9 2.781683e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 349        0.9 2.794825e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 350        0.9 2.785663e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 351        0.9 2.790602e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 352        0.9 2.779462e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 353        0.9 2.779573e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 354        0.9 2.777025e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 355        0.9 2.821287e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 356        0.9 2.772679e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 357        0.9 2.778676e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 358        0.9 2.805309e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 359        0.9 2.753986e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 360        0.9 2.781723e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 361        0.9 2.791805e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 362        0.9 2.779097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 363        0.9 2.793384e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 364        0.9 2.808074e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 365        0.9 2.808074e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 366        0.9 2.726231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 367        0.9 2.735317e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 368        0.9 2.755481e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 369        0.9 2.733168e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 370        0.9 2.711832e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 371        0.9 2.735507e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 372        0.9 2.721619e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 373        0.9 2.751437e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 374        0.9 2.764655e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 375        0.9 2.764914e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 376        0.9 2.759440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 377        0.9 2.740114e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 378        0.9 2.791715e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 379        0.9 2.752803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 380        0.9 2.755394e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 381        0.9 2.759765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 382        0.9 2.737278e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 383        0.9 2.739364e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 384        0.9 2.765019e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 385        0.9 2.772134e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 386        0.9 2.766686e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 387        0.9 2.727412e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 388        0.9 2.734680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 389        0.9 2.744233e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 390        0.9 2.770575e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 391        0.9 2.740910e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 392        0.9 2.784575e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 393        0.9 2.760240e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 394        0.9 2.753498e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 395        0.9 2.759183e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 396        0.9 2.751640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 397        0.9 2.754867e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 398        0.9 2.741477e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 399        0.9 2.778544e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 400        0.9 2.773766e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 401        0.9 2.768665e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 402        0.9 2.775072e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 403        0.9 2.786675e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 404        0.9 2.753973e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 405        0.9 2.754490e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 406        0.9 2.774234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 407        0.9 2.793385e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 408        0.9 2.777164e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 409        0.9 2.775175e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 410        0.9 2.771858e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 411        0.9 2.749016e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 412        0.9 2.717332e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 413        0.9 2.771496e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 414        0.9 2.773086e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 415        0.9 2.758896e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 416        0.9 2.758896e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 417        0.9 4.039584e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 418        0.9 4.039584e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 419        0.9 1.943373e+01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 420        0.9 2.268490e+01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 421        0.9 1.358191e+01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 422        0.9 3.457836e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 423        0.9 1.332385e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 424        0.9 7.945893e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 425        0.9 4.904404e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 426        0.9 5.015234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 427        0.9 4.223676e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 428        0.9 3.891777e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 429        0.9 3.772262e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 430        0.9 3.371450e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 431        0.9 3.472352e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 432        0.9 3.404510e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 433        0.9 3.494318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 434        0.9 3.305353e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 435        0.9 3.298969e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 436        0.9 3.049793e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 437        0.9 3.344356e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 438        0.9 3.301460e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 439        0.9 3.263145e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 440        0.9 3.247834e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 441        0.9 3.302700e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 442        0.9 3.340162e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 443        0.9 3.402869e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 444        0.9 3.369618e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 445        0.9 3.204882e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 446        0.9 3.360187e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 447        0.9 3.342944e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 448        0.9 3.325144e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 449        0.9 3.353286e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 450        0.9 3.303244e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 451        0.9 3.333266e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 452        0.9 3.324284e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 453        0.9 3.282006e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 454        0.9 3.240857e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 455        0.9 3.318818e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 456        0.9 3.336119e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 457        0.9 3.300084e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 458        0.9 3.291117e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 459        0.9 3.282505e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 460        0.9 3.224413e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 461        0.9 3.266702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 462        0.9 3.316223e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 463        0.9 3.303471e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 464        0.9 3.206815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 465        0.9 3.304608e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 466        0.9 3.373195e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 467        0.9 3.286320e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 468        0.9 3.287782e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 469        0.9 3.287782e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 470        0.9 3.114143e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 471        0.9 3.186544e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 472        0.9 2.999238e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 473        0.9 3.153963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 474        0.9 3.134388e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 475        0.9 3.150645e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 476        0.9 2.941671e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 477        0.9 3.136582e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 478        0.9 3.103911e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 479        0.9 2.936702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 480        0.9 3.273522e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 481        0.9 3.200913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 482        0.9 3.205646e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 483        0.9 3.130264e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 484        0.9 3.173343e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 485        0.9 3.295861e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 486        0.9 3.193510e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 487        0.9 3.173548e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 488        0.9 3.144838e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 489        0.9 3.171793e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 490        0.9 3.231572e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 491        0.9 3.151415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 492        0.9 3.180639e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 493        0.9 3.158457e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 494        0.9 3.128309e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 495        0.9 3.129460e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 496        0.9 3.011696e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 497        0.9 3.033639e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 498        0.9 3.017279e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 499        0.9 3.081313e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 500        0.9 3.024878e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 501        0.9 3.102654e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 502        0.9 3.141833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 503        0.9 3.166105e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 504        0.9 3.043607e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 505        0.9 3.111993e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 506        0.9 3.079671e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 507        0.9 2.997333e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 508        0.9 3.011641e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 509        0.9 3.045532e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 510        0.9 3.121504e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 511        0.9 3.141522e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 512        0.9 3.070244e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 513        0.9 3.087560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 514        0.9 3.072746e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 515        0.9 3.090123e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 516        0.9 3.084892e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 517        0.9 3.093503e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 518        0.9 3.025583e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 519        0.9 3.063995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 520        0.9 3.063995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 521        0.9 2.249320e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 522        0.9 2.249320e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 523        0.9 4.638696e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 524        0.9 2.980958e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 525        0.9 8.653789e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 526        0.9 1.229495e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 527        0.9 1.046109e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 528        0.9 5.881881e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 529        0.9 5.752447e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 530        0.9 4.944329e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 531        0.9 5.346661e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 532        0.9 5.005260e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 533        0.9 4.576617e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 534        0.9 4.402218e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 535        0.9 4.226702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 536        0.9 4.088042e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 537        0.9 3.917127e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 538        0.9 3.633190e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 539        0.9 3.545834e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 540        0.9 3.607516e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 541        0.9 3.368937e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 542        0.9 3.298760e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 543        0.9 3.364984e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 544        0.9 3.344781e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 545        0.9 3.368155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 546        0.9 3.376739e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 547        0.9 3.322840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 548        0.9 3.392644e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 549        0.9 3.346181e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 550        0.9 3.229336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 551        0.9 3.344783e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 552        0.9 3.409999e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 553        0.9 3.246990e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 554        0.9 3.366233e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 555        0.9 3.279490e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 556        0.9 3.306400e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 557        0.9 3.219436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 558        0.9 3.170559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 559        0.9 3.256375e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 560        0.9 3.197417e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 561        0.9 3.165131e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 562        0.9 3.207476e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 563        0.9 3.218637e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 564        0.9 3.343714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 565        0.9 3.232303e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 566        0.9 3.280338e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 567        0.9 3.272715e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 568        0.9 3.237319e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 569        0.9 3.206893e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 570        0.9 3.135940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 571        0.9 3.195744e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 572        0.9 3.259434e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 573        0.9 3.259434e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 574        0.9 3.023882e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 575        0.9 2.985060e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 576        0.9 3.092724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 577        0.9 3.117511e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 578        0.9 2.965424e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 579        0.9 3.067886e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 580        0.9 2.989344e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 581        0.9 3.136181e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 582        0.9 2.962654e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 583        0.9 3.080508e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 584        0.9 3.077571e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 585        0.9 3.086618e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 586        0.9 3.091347e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 587        0.9 3.165074e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 588        0.9 3.013514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 589        0.9 3.107860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 590        0.9 3.022762e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 591        0.9 3.029550e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 592        0.9 3.060376e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 593        0.9 3.081042e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 594        0.9 2.992276e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 595        0.9 3.103455e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 596        0.9 3.122458e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 597        0.9 3.035999e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 598        0.9 3.039318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 599        0.9 3.023560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 600        0.9 3.148511e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 601        0.9 3.090779e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 602        0.9 3.086789e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 603        0.9 3.105699e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 604        0.9 3.081938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 605        0.9 3.157642e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 606        0.9 3.091262e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 607        0.9 3.163299e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 608        0.9 3.112560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 609        0.9 3.126431e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 610        0.9 3.129032e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 611        0.9 3.161733e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 612        0.9 3.092020e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 613        0.9 3.036485e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 614        0.9 3.137827e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 615        0.9 3.107383e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 616        0.9 3.140351e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 617        0.9 3.072947e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 618        0.9 3.103064e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 619        0.9 3.127307e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 620        0.9 3.178147e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 621        0.9 3.119932e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 622        0.9 3.168623e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 623        0.9 3.096572e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 624        0.9 3.096572e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 625        0.9 2.528135e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 626        0.9 2.528135e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 627        0.9 9.417724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 628        0.9 1.329985e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 629        0.9 9.214576e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 630        0.9 7.557554e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 631        0.9 6.978535e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 632        0.9 6.554578e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 633        0.9 6.410854e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 634        0.9 6.689015e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 635        0.9 6.361680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 636        0.9 6.230202e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 637        0.9 5.808890e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 638        0.9 6.365306e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 639        0.9 5.969669e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 640        0.9 6.472518e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 641        0.9 5.780743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 642        0.9 5.574387e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 643        0.9 5.392434e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 644        0.9 5.497680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 645        0.9 5.564895e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 646        0.9 5.298446e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 647        0.9 5.118789e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 648        0.9 4.577022e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 649        0.9 4.446474e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 650        0.9 4.254495e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 651        0.9 3.903867e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 652        0.9 3.842218e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 653        0.9 3.461213e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 654        0.9 3.416350e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 655        0.9 3.461403e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 656        0.9 3.381133e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 657        0.9 3.335966e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 658        0.9 3.383231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 659        0.9 3.367134e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 660        0.9 3.160165e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 661        0.9 3.259890e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 662        0.9 3.329382e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 663        0.9 3.204173e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 664        0.9 3.066043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 665        0.9 3.385002e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 666        0.9 3.185304e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 667        0.9 3.220604e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 668        0.9 3.155425e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 669        0.9 3.314918e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 670        0.9 3.176459e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 671        0.9 3.208031e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 672        0.9 3.343499e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 673        0.9 3.178054e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 674        0.9 3.337749e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 675        0.9 3.282641e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 676        0.9 3.163075e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 677        0.9 3.163075e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 678        0.9 2.949560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 679        0.9 3.094903e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 680        0.9 3.160334e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 681        0.9 3.259554e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 682        0.9 3.156278e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 683        0.9 3.047349e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 684        0.9 3.210115e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 685        0.9 3.113397e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 686        0.9 2.980581e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 687        0.9 3.236092e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 688        0.9 3.117333e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 689        0.9 3.234207e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 690        0.9 3.090302e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 691        0.9 3.172849e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 692        0.9 3.140859e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 693        0.9 3.116689e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 694        0.9 3.227010e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 695        0.9 3.187771e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 696        0.9 3.260847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 697        0.9 3.211074e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 698        0.9 3.118816e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 699        0.9 3.244010e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 700        0.9 3.180426e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 701        0.9 3.199051e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 702        0.9 3.310929e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 703        0.9 3.281061e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 704        0.9 3.236667e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 705        0.9 3.216108e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 706        0.9 3.193910e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 707        0.9 3.192836e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 708        0.9 3.176130e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 709        0.9 3.120777e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 710        0.9 3.167951e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 711        0.9 3.171759e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 712        0.9 3.162512e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 713        0.9 3.111280e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 714        0.9 3.251152e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 715        0.9 3.171537e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 716        0.9 3.241394e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 717        0.9 3.192670e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 718        0.9 3.238672e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 719        0.9 3.186693e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 720        0.9 3.212913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 721        0.9 3.161760e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 722        0.9 3.179152e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 723        0.9 3.274859e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 724        0.9 3.201755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 725        0.9 3.253292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 726        0.9 3.195068e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 727        0.9 3.280716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 728        0.9 3.280716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 729        0.9 3.556659e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 730        0.9 3.556659e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 731        0.9 8.782289e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 732        0.9 1.009231e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 733        0.9 9.205099e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 734        0.9 7.231751e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 735        0.9 5.211204e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 736        0.9 3.967012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 737        0.9 3.079032e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 738        0.9 2.908042e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 739        0.9 2.924178e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 740        0.9 2.894961e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 741        0.9 2.876075e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 742        0.9 2.898866e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 743        0.9 2.926173e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 744        0.9 2.932040e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 745        0.9 2.938771e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 746        0.9 2.928687e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 747        0.9 2.941494e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 748        0.9 2.910366e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 749        0.9 2.928726e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 750        0.9 2.989994e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 751        0.9 2.963305e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 752        0.9 2.933092e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 753        0.9 2.941556e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 754        0.9 2.941284e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 755        0.9 2.925633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 756        0.9 2.891260e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 757        0.9 2.992815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 758        0.9 2.941167e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 759        0.9 2.929714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 760        0.9 2.960949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 761        0.9 2.972943e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 762        0.9 2.953688e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 763        0.9 2.921506e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 764        0.9 2.928353e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 765        0.9 2.927307e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 766        0.9 2.960382e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 767        0.9 2.955913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 768        0.9 2.965390e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 769        0.9 2.968518e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 770        0.9 2.955196e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 771        0.9 2.984865e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 772        0.9 2.941306e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 773        0.9 2.980111e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 774        0.9 2.994553e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 775        0.9 2.968126e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 776        0.9 3.020278e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 777        0.9 2.996020e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 778        0.9 3.008179e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 779        0.9 2.956865e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 780        0.9 2.989614e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 781        0.9 2.989614e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 782        0.9 2.828072e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 783        0.9 2.875873e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 784        0.9 2.811939e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 785        0.9 2.842806e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 786        0.9 2.841923e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 787        0.9 2.818583e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 788        0.9 2.881903e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 789        0.9 2.900514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 790        0.9 2.867252e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 791        0.9 2.884775e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 792        0.9 2.869536e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 793        0.9 2.934473e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 794        0.9 2.909708e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 795        0.9 2.885808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 796        0.9 2.924943e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 797        0.9 2.897754e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 798        0.9 2.945110e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 799        0.9 2.937864e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 800        0.9 2.864925e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 801        0.9 2.907023e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 802        0.9 2.947438e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 803        0.9 2.948210e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 804        0.9 2.935410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 805        0.9 2.919647e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 806        0.9 2.908888e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 807        0.9 2.986318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 808        0.9 2.961549e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 809        0.9 2.956790e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 810        0.9 2.873372e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 811        0.9 2.903483e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 812        0.9 2.893276e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 813        0.9 2.968238e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 814        0.9 2.923126e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 815        0.9 2.985179e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 816        0.9 2.929276e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 817        0.9 2.947409e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 818        0.9 2.933873e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 819        0.9 2.982916e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 820        0.9 2.970563e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 821        0.9 2.959643e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 822        0.9 2.934464e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 823        0.9 2.936256e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 824        0.9 2.936243e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 825        0.9 2.935159e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 826        0.9 2.944569e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 827        0.9 2.961192e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 828        0.9 3.016853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 829        0.9 2.983174e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 830        0.9 2.977123e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 831        0.9 2.995893e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 832        0.9 2.995893e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 833        0.9 3.289625e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 834        0.9 3.289625e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 835        0.9 3.503695e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 836        0.9 1.610391e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 837        0.9 1.493520e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 838        0.9 1.377091e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 839        0.9 1.380364e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 840        0.9 1.377676e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 841        0.9 1.373096e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 842        0.9 1.364312e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 843        0.9 1.357738e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 844        0.9 1.370996e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 845        0.9 1.363207e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 846        0.9 1.360452e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 847        0.9 1.360611e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 848        0.9 1.335278e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 849        0.9 1.355129e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 850        0.9 1.331629e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 851        0.9 1.327720e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 852        0.9 1.345519e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 853        0.9 1.336545e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 854        0.9 1.330126e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 855        0.9 1.316876e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 856        0.9 1.341628e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 857        0.9 1.317820e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 858        0.9 1.323569e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 859        0.9 1.310810e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 860        0.9 1.326522e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 861        0.9 1.323612e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 862        0.9 1.312902e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 863        0.9 1.321302e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 864        0.9 1.317843e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 865        0.9 1.297445e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 866        0.9 1.317240e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 867        0.9 1.304797e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 868        0.9 1.326689e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 869        0.9 1.312464e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 870        0.9 1.260071e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 871        0.9 1.025078e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 872        0.9 7.516040e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 873        0.9 6.091248e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 874        0.9 5.295787e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 875        0.9 4.276381e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 876        0.9 4.664829e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 877        0.9 3.982526e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 878        0.9 3.791971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 879        0.9 3.324496e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 880        0.9 3.132187e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 881        0.9 3.028682e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 882        0.9 3.041491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 883        0.9 3.058937e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 884        0.9 3.027020e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 885        0.9 3.027020e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 886        0.9 2.867315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 887        0.9 2.874723e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 888        0.9 2.949625e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 889        0.9 2.851824e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 890        0.9 2.898733e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 891        0.9 2.885343e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 892        0.9 2.902269e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 893        0.9 2.909133e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 894        0.9 2.951606e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 895        0.9 2.897959e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 896        0.9 2.943836e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 897        0.9 2.970974e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 898        0.9 2.944843e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 899        0.9 2.925508e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 900        0.9 2.902775e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 901        0.9 2.886357e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 902        0.9 2.956641e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 903        0.9 2.932744e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 904        0.9 2.895529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 905        0.9 2.987209e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 906        0.9 2.955984e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 907        0.9 2.961040e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 908        0.9 2.920013e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 909        0.9 2.906698e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 910        0.9 2.944922e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 911        0.9 2.882680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 912        0.9 2.946714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 913        0.9 2.946446e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 914        0.9 2.939085e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 915        0.9 2.916792e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 916        0.9 2.944746e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 917        0.9 2.987669e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 918        0.9 2.994259e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 919        0.9 2.938131e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 920        0.9 2.972755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 921        0.9 2.972851e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 922        0.9 2.940658e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 923        0.9 2.980757e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 924        0.9 2.990738e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 925        0.9 3.019425e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 926        0.9 2.989328e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 927        0.9 2.986034e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 928        0.9 3.009299e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 929        0.9 3.019958e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 930        0.9 3.039602e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 931        0.9 2.989221e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 932        0.9 3.033141e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 933        0.9 3.001548e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 934        0.9 3.000484e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 935        0.9 3.033159e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 936        0.9 3.033159e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 937        0.9 1.096129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 938        0.9 1.096129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 939        0.9 1.363521e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 940        0.9 1.835807e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 941        0.9 7.375978e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 942        0.9 7.894387e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 943        0.9 6.982519e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 944        0.9 1.976431e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 945        0.9 1.237041e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 946        0.9 1.011612e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 947        0.9 6.119410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 948        0.9 6.076650e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 949        0.9 4.870606e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 950        0.9 5.618195e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 951        0.9 5.272415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 952        0.9 5.341332e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 953        0.9 5.524845e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 954        0.9 4.774027e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 955        0.9 4.886188e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 956        0.9 4.714586e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 957        0.9 4.468385e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 958        0.9 4.340172e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 959        0.9 3.815924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 960        0.9 3.867602e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 961        0.9 3.718407e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 962        0.9 3.624870e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 963        0.9 3.406472e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 964        0.9 3.139521e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 965        0.9 3.121530e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 966        0.9 3.077327e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 967        0.9 3.116670e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 968        0.9 3.096822e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 969        0.9 2.993093e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 970        0.9 2.998670e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 971        0.9 3.041191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 972        0.9 3.077020e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 973        0.9 3.046031e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 974        0.9 3.016753e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 975        0.9 3.018363e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 976        0.9 3.068129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 977        0.9 3.022913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 978        0.9 3.071201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 979        0.9 3.016533e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 980        0.9 2.972542e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 981        0.9 3.037963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 982        0.9 2.989300e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 983        0.9 3.049650e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 984        0.9 3.037091e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 985        0.9 3.056318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 986        0.9 3.045683e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 987        0.9 3.057623e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 988        0.9 3.090526e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 989        0.9 3.090526e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 990        0.9 2.930579e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 991        0.9 2.968731e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 992        0.9 2.984944e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 993        0.9 2.948117e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 994        0.9 2.962138e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 995        0.9 2.975553e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 996        0.9 2.933999e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 997        0.9 3.001087e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 998        0.9 2.996384e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 999        0.9 2.925633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1000       0.9 2.885949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1001       0.9 3.012434e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1002       0.9 2.905575e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1003       0.9 2.920447e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1004       0.9 2.883574e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1005       0.9 2.902313e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1006       0.9 2.956960e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1007       0.9 2.945951e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1008       0.9 2.957676e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1009       0.9 2.907207e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1010       0.9 2.961476e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1011       0.9 2.931051e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1012       0.9 2.975253e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1013       0.9 2.943330e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1014       0.9 2.944336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1015       0.9 2.979963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1016       0.9 3.007556e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1017       0.9 2.931813e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1018       0.9 2.951508e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1019       0.9 2.902857e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1020       0.9 2.935826e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1021       0.9 2.970158e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1022       0.9 2.949938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1023       0.9 2.950258e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1024       0.9 2.978446e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1025       0.9 2.943397e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1026       0.9 3.028074e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1027       0.9 2.992807e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1028       0.9 2.946346e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1029       0.9 2.940391e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1030       0.9 2.994374e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1031       0.9 2.964224e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1032       0.9 2.983882e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1033       0.9 2.957041e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1034       0.9 2.938001e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1035       0.9 2.946531e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1036       0.9 2.998308e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1037       0.9 2.975755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1038       0.9 2.948702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1039       0.9 2.957542e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1040       0.9 2.957542e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1041       0.9 3.193274e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1042       0.9 3.193274e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1043       0.9 8.806657e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1044       0.9 8.160502e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1045       0.9 7.553794e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1046       0.9 5.772535e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1047       0.9 4.916092e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1048       0.9 3.805815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1049       0.9 4.136624e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1050       0.9 3.157506e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1051       0.9 2.981815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1052       0.9 2.877552e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1053       0.9 2.905292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1054       0.9 2.861166e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1055       0.9 2.857063e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1056       0.9 2.861231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1057       0.9 2.891172e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1058       0.9 2.890971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1059       0.9 2.852647e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1060       0.9 2.860643e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1061       0.9 2.886541e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1062       0.9 2.881593e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1063       0.9 2.852918e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1064       0.9 2.847259e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1065       0.9 2.856850e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1066       0.9 2.865516e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1067       0.9 2.879960e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1068       0.9 2.859321e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1069       0.9 2.834452e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1070       0.9 2.855726e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1071       0.9 2.887837e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1072       0.9 2.916060e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1073       0.9 2.908338e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1074       0.9 2.912112e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1075       0.9 2.862036e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1076       0.9 2.846971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1077       0.9 2.894048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1078       0.9 2.911902e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1079       0.9 2.889285e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1080       0.9 2.894459e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1081       0.9 2.865561e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1082       0.9 2.891895e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1083       0.9 2.925752e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1084       0.9 2.923509e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1085       0.9 2.926101e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1086       0.9 2.884716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1087       0.9 2.927841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1088       0.9 2.835369e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1089       0.9 2.858601e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1090       0.9 2.879084e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1091       0.9 2.929994e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1092       0.9 2.930186e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1093       0.9 2.930186e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1094       0.9 2.782737e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1095       0.9 2.825386e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1096       0.9 2.824930e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1097       0.9 2.853293e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1098       0.9 2.811551e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1099       0.9 2.775043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1100       0.9 2.821978e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1101       0.9 2.831300e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1102       0.9 2.864838e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1103       0.9 2.835944e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1104       0.9 2.862337e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1105       0.9 2.852527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1106       0.9 2.823194e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1107       0.9 2.839687e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1108       0.9 2.824413e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1109       0.9 2.855371e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1110       0.9 2.843736e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1111       0.9 2.845097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1112       0.9 2.798640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1113       0.9 2.848938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1114       0.9 2.840615e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1115       0.9 2.891576e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1116       0.9 2.865474e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1117       0.9 2.845734e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1118       0.9 2.880283e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1119       0.9 2.877182e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1120       0.9 2.824364e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1121       0.9 2.847204e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1122       0.9 2.888880e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1123       0.9 2.889280e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1124       0.9 2.885131e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1125       0.9 2.849184e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1126       0.9 2.840310e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1127       0.9 2.866632e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1128       0.9 2.870850e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1129       0.9 2.887502e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1130       0.9 2.881810e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1131       0.9 2.887734e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1132       0.9 2.881593e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1133       0.9 2.855846e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1134       0.9 2.860251e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1135       0.9 2.903696e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1136       0.9 2.888650e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1137       0.9 2.850359e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1138       0.9 2.859297e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1139       0.9 2.848371e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1140       0.9 2.811524e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1141       0.9 2.846356e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1142       0.9 2.881114e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1143       0.9 2.901332e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1144       0.9 2.901332e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1145       0.9 4.143242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1146       0.9 4.143242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1147       0.9 2.672367e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1148       0.9 1.036701e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1149       0.9 3.991976e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1150       0.9 3.102959e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1151       0.9 2.969295e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1152       0.9 2.871694e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1153       0.9 2.871365e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1154       0.9 2.836904e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1155       0.9 2.836359e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1156       0.9 2.851857e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1157       0.9 2.885212e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1158       0.9 2.892257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1159       0.9 2.869669e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1160       0.9 2.880663e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1161       0.9 2.901825e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1162       0.9 2.838474e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1163       0.9 2.788947e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1164       0.9 2.786137e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1165       0.9 2.777048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1166       0.9 2.798755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1167       0.9 2.818102e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1168       0.9 2.782585e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1169       0.9 2.790273e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1170       0.9 2.789606e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1171       0.9 2.793448e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1172       0.9 2.818855e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1173       0.9 2.838741e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1174       0.9 2.787316e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1175       0.9 2.804374e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1176       0.9 2.818913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1177       0.9 2.801088e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1178       0.9 2.815002e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1179       0.9 2.780007e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1180       0.9 2.823277e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1181       0.9 2.807018e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1182       0.9 2.795507e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1183       0.9 2.813125e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1184       0.9 2.811309e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1185       0.9 2.810640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1186       0.9 2.838932e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1187       0.9 2.811383e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1188       0.9 2.802543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1189       0.9 2.836634e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1190       0.9 2.835628e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1191       0.9 2.842135e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1192       0.9 2.802053e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1193       0.9 2.835128e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1194       0.9 2.821270e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1195       0.9 2.801226e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1196       0.9 2.813578e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1197       0.9 2.813578e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1198       0.9 2.716665e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1199       0.9 2.775455e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1200       0.9 2.750314e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1201       0.9 2.770049e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1202       0.9 2.781730e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1203       0.9 2.753128e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1204       0.9 2.775794e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1205       0.9 2.797048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1206       0.9 2.781585e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1207       0.9 2.740502e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1208       0.9 2.743984e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1209       0.9 2.751874e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1210       0.9 2.783195e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1211       0.9 2.790335e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1212       0.9 2.769817e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1213       0.9 2.775084e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1214       0.9 2.746797e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1215       0.9 2.744871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1216       0.9 2.796423e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1217       0.9 2.773863e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1218       0.9 2.756465e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1219       0.9 2.763972e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1220       0.9 2.778247e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1221       0.9 2.765998e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1222       0.9 2.783311e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1223       0.9 2.778915e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1224       0.9 2.780528e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1225       0.9 2.762935e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1226       0.9 2.779524e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1227       0.9 2.759286e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1228       0.9 2.765363e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1229       0.9 2.777830e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1230       0.9 2.769991e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1231       0.9 2.766891e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1232       0.9 2.789460e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1233       0.9 2.769419e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1234       0.9 2.765043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1235       0.9 2.790944e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1236       0.9 2.749148e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1237       0.9 2.773654e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1238       0.9 2.803092e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1239       0.9 2.759940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1240       0.9 2.764058e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1241       0.9 2.755300e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1242       0.9 2.777458e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1243       0.9 2.779860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1244       0.9 2.774070e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1245       0.9 2.758336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1246       0.9 2.769540e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1247       0.9 2.790817e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1248       0.9 2.790817e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1249       0.9 4.963050e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1250       0.9 4.963050e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1251       0.9 1.112304e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1252       0.9 7.395697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1253       0.9 4.859308e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1254       0.9 5.325968e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1255       0.9 5.709286e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1256       0.9 6.553456e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1257       0.9 5.803791e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1258       0.9 5.708756e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1259       0.9 5.862699e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1260       0.9 5.802667e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1261       0.9 5.844594e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1262       0.9 5.885565e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1263       0.9 6.299942e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1264       0.9 5.349839e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1265       0.9 6.064195e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1266       0.9 5.770362e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1267       0.9 5.597210e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1268       0.9 5.722319e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1269       0.9 5.697374e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1270       0.9 5.780320e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1271       0.9 5.394026e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1272       0.9 5.387207e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1273       0.9 5.796334e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1274       0.9 5.633170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1275       0.9 5.610659e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1276       0.9 5.516077e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1277       0.9 5.607601e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1278       0.9 5.295924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1279       0.9 5.459706e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1280       0.9 5.386801e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1281       0.9 5.538206e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1282       0.9 5.388004e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1283       0.9 5.430683e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1284       0.9 5.554768e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1285       0.9 5.571495e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1286       0.9 5.311371e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1287       0.9 5.484739e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1288       0.9 5.518101e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1289       0.9 5.391287e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1290       0.9 5.533044e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1291       0.9 5.339642e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1292       0.9 4.933097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1293       0.9 5.240116e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1294       0.9 5.336300e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1295       0.9 5.310780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1296       0.9 5.322591e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1297       0.9 5.480546e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1298       0.9 5.437259e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1299       0.9 5.351025e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1300       0.9 5.333362e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1301       0.9 5.333362e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1302       0.9 4.985331e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1303       0.9 5.607048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1304       0.9 5.614385e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1305       0.9 5.285945e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1306       0.9 5.346816e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1307       0.9 5.095488e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1308       0.9 4.993667e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1309       0.9 5.347215e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1310       0.9 5.698766e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1311       0.9 5.942922e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1312       0.9 5.620100e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1313       0.9 5.750395e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1314       0.9 5.509859e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1315       0.9 5.073064e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1316       0.9 5.339614e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1317       0.9 5.170523e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1318       0.9 4.884818e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1319       0.9 5.445220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1320       0.9 5.357841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1321       0.9 5.371724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1322       0.9 5.328154e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1323       0.9 5.193141e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1324       0.9 5.238439e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1325       0.9 5.088936e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1326       0.9 5.372899e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1327       0.9 5.211529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1328       0.9 5.008189e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1329       0.9 4.894013e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1330       0.9 4.814209e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1331       0.9 4.884129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1332       0.9 5.007936e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1333       0.9 5.297123e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1334       0.9 5.019714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1335       0.9 5.262041e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1336       0.9 4.832827e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1337       0.9 4.964674e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1338       0.9 4.912374e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1339       0.9 4.967517e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1340       0.9 4.912218e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1341       0.9 4.904377e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1342       0.9 4.631583e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1343       0.9 4.858589e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1344       0.9 4.948916e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1345       0.9 5.091266e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1346       0.9 5.102918e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1347       0.9 4.940574e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1348       0.9 4.921304e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1349       0.9 5.044509e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1350       0.9 4.953478e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1351       0.9 4.871755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1352       0.9 4.871755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1353       0.9 3.304736e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1354       0.9 3.304736e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1355       0.9 3.133724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1356       0.9 2.972460e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1357       0.9 3.003668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1358       0.9 2.889454e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1359       0.9 2.838660e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1360       0.9 2.837810e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1361       0.9 2.842352e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1362       0.9 2.820494e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1363       0.9 2.854733e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1364       0.9 2.842069e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1365       0.9 2.807987e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1366       0.9 2.799669e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1367       0.9 2.826248e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1368       0.9 2.866016e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1369       0.9 2.831791e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1370       0.9 2.863999e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1371       0.9 2.815277e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1372       0.9 2.813068e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1373       0.9 2.830015e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1374       0.9 2.831474e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1375       0.9 2.832298e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1376       0.9 2.787298e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1377       0.9 2.827710e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1378       0.9 2.817026e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1379       0.9 2.844385e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1380       0.9 2.833440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1381       0.9 2.865410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1382       0.9 2.843671e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1383       0.9 2.834493e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1384       0.9 2.816861e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1385       0.9 2.789488e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1386       0.9 2.852802e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1387       0.9 2.845992e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1388       0.9 2.824180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1389       0.9 2.848280e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1390       0.9 2.824334e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1391       0.9 2.822897e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1392       0.9 2.821929e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1393       0.9 2.846597e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1394       0.9 2.865455e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1395       0.9 2.810013e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1396       0.9 2.855617e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1397       0.9 2.841244e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1398       0.9 2.855083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1399       0.9 2.850646e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1400       0.9 2.860137e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1401       0.9 2.860976e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1402       0.9 2.834339e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1403       0.9 2.860599e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1404       0.9 2.845942e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1405       0.9 2.845942e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1406       0.9 2.772935e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1407       0.9 2.762728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1408       0.9 2.786292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1409       0.9 2.757874e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1410       0.9 2.796807e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1411       0.9 2.754058e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1412       0.9 2.776178e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1413       0.9 2.856402e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1414       0.9 2.804977e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1415       0.9 2.840065e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1416       0.9 2.797621e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1417       0.9 2.752407e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1418       0.9 2.789318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1419       0.9 2.827065e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1420       0.9 2.807512e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1421       0.9 2.817683e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1422       0.9 2.811334e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1423       0.9 2.791303e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1424       0.9 2.811310e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1425       0.9 2.805839e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1426       0.9 2.840096e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1427       0.9 2.816785e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1428       0.9 2.811553e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1429       0.9 2.800787e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1430       0.9 2.793169e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1431       0.9 2.808060e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1432       0.9 2.801518e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1433       0.9 2.798023e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1434       0.9 2.791159e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1435       0.9 2.756738e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1436       0.9 2.816714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1437       0.9 2.786909e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1438       0.9 2.788633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1439       0.9 2.823194e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1440       0.9 2.809471e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1441       0.9 2.802662e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1442       0.9 2.802998e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1443       0.9 2.780641e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1444       0.9 2.775107e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1445       0.9 2.827137e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1446       0.9 2.790456e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1447       0.9 2.766077e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1448       0.9 2.813590e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1449       0.9 2.786796e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1450       0.9 2.785406e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1451       0.9 2.796997e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1452       0.9 2.787326e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1453       0.9 2.799438e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1454       0.9 2.826644e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1455       0.9 2.799043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1456       0.9 2.799043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1457       0.9 1.623830e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1458       0.9 1.623830e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1459       0.9 1.838968e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1460       0.9 1.506657e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1461       0.9 1.666742e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1462       0.9 1.911500e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1463       0.9 1.648140e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1464       0.9 1.692320e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1465       0.9 1.692790e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1466       0.9 1.542329e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1467       0.9 1.618448e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1468       0.9 1.496994e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1469       0.9 1.963020e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1470       0.9 2.720190e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1471       0.9 2.812248e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1472       0.9 2.729215e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1473       0.9 2.435075e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1474       0.9 2.281556e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1475       0.9 2.208220e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1476       0.9 2.551581e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1477       0.9 2.485758e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1478       0.9 1.842207e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1479       0.9 1.888727e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1480       0.9 1.740183e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1481       0.9 1.919578e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1482       0.9 1.596648e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1483       0.9 1.738022e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1484       0.9 1.421342e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1485       0.9 1.317629e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1486       0.9 1.492746e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1487       0.9 1.370842e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1488       0.9 1.208389e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1489       0.9 1.653310e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1490       0.9 1.798800e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1491       0.9 1.839203e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1492       0.9 1.531236e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1493       0.9 1.416069e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1494       0.9 1.344052e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1495       0.9 1.167655e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1496       0.9 1.212673e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1497       0.9 1.275824e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1498       0.9 1.325448e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1499       0.9 1.316166e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1500       0.9 1.093063e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1501       0.9 1.070206e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1502       0.9 9.865388e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1503       0.9 1.140933e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1504       0.9 1.178834e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1505       0.9 9.689070e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1506       0.9 1.038851e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1507       0.9 8.510197e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1508       0.9 7.350567e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1509       0.9 7.350567e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1510       0.9 7.835497e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1511       0.9 6.395832e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1512       0.9 5.906217e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1513       0.9 4.427596e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1514       0.9 4.460930e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1515       0.9 5.515089e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1516       0.9 5.159629e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1517       0.9 4.640130e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1518       0.9 5.516545e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1519       0.9 4.673944e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1520       0.9 5.938908e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1521       0.9 5.822056e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1522       0.9 6.596236e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1523       0.9 5.619945e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1524       0.9 4.657636e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1525       0.9 4.605809e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1526       0.9 4.207383e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1527       0.9 4.180086e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1528       0.9 4.306472e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1529       0.9 4.658575e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1530       0.9 4.533739e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1531       0.9 3.643958e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1532       0.9 3.320961e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1533       0.9 3.185326e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1534       0.9 3.563648e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1535       0.9 3.450780e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1536       0.9 4.499231e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1537       0.9 3.807176e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1538       0.9 4.511970e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1539       0.9 4.937829e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1540       0.9 5.601635e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1541       0.9 6.998095e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1542       0.9 5.990292e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1543       0.9 6.941089e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1544       0.9 5.945146e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1545       0.9 6.259448e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1546       0.9 6.077224e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1547       0.9 4.646014e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1548       0.9 3.992540e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1549       0.9 4.173552e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1550       0.9 4.276918e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1551       0.9 3.914007e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1552       0.9 3.277124e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1553       0.9 3.001935e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1554       0.9 2.410174e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1555       0.9 2.453733e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1556       0.9 2.327841e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1557       0.9 2.732675e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1558       0.9 2.988627e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1559       0.9 3.647959e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1560       0.9 3.647959e-05 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1561       0.9 2.023049e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1562       0.9 2.023049e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1563       0.9 5.884736e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1564       0.9 4.625827e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1565       0.9 3.679596e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1566       0.9 3.033385e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1567       0.9 2.864399e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1568       0.9 2.850298e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1569       0.9 2.853729e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1570       0.9 2.832234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1571       0.9 2.809347e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1572       0.9 2.830091e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1573       0.9 2.818445e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1574       0.9 2.860028e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1575       0.9 2.821527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1576       0.9 2.836598e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1577       0.9 2.837006e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1578       0.9 2.835655e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1579       0.9 2.842305e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1580       0.9 2.798728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1581       0.9 2.842843e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1582       0.9 2.814602e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1583       0.9 2.835663e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1584       0.9 2.866316e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1585       0.9 2.859105e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1586       0.9 2.849862e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1587       0.9 2.815452e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1588       0.9 2.830279e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1589       0.9 2.844491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1590       0.9 2.803916e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1591       0.9 2.809797e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1592       0.9 2.833275e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1593       0.9 2.832057e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1594       0.9 2.834073e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1595       0.9 2.854140e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1596       0.9 2.858801e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1597       0.9 2.859807e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1598       0.9 2.825513e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1599       0.9 2.845124e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1600       0.9 2.847727e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1601       0.9 2.846256e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1602       0.9 2.868541e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1603       0.9 2.856375e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1604       0.9 2.851152e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1605       0.9 2.854342e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1606       0.9 2.823041e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1607       0.9 2.818090e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1608       0.9 2.848740e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1609       0.9 2.808052e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1610       0.9 2.847274e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1611       0.9 2.850540e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1612       0.9 2.883093e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1613       0.9 2.883093e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1614       0.9 2.774417e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1615       0.9 2.784718e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1616       0.9 2.789482e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1617       0.9 2.806007e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1618       0.9 2.779953e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1619       0.9 2.777557e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1620       0.9 2.782241e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1621       0.9 2.814679e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1622       0.9 2.773189e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1623       0.9 2.778860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1624       0.9 2.786377e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1625       0.9 2.808597e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1626       0.9 2.775700e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1627       0.9 2.823478e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1628       0.9 2.806532e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1629       0.9 2.780300e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1630       0.9 2.819004e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1631       0.9 2.824999e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1632       0.9 2.826064e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1633       0.9 2.808076e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1634       0.9 2.774614e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1635       0.9 2.789149e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1636       0.9 2.795499e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1637       0.9 2.802445e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1638       0.9 2.818459e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1639       0.9 2.793560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1640       0.9 2.789713e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1641       0.9 2.779575e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1642       0.9 2.780573e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1643       0.9 2.799217e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1644       0.9 2.782520e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1645       0.9 2.789658e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1646       0.9 2.821654e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1647       0.9 2.785969e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1648       0.9 2.797687e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1649       0.9 2.819872e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1650       0.9 2.794876e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1651       0.9 2.793682e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1652       0.9 2.806803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1653       0.9 2.798868e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1654       0.9 2.798432e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1655       0.9 2.821520e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1656       0.9 2.812618e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1657       0.9 2.822620e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1658       0.9 2.787738e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1659       0.9 2.784037e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1660       0.9 2.813350e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1661       0.9 2.805181e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1662       0.9 2.825901e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1663       0.9 2.800779e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1664       0.9 2.800779e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1665       0.9 1.321559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1666       0.9 1.321559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1667       0.9 9.297762e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1668       0.9 1.320743e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1669       0.9 1.152769e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1670       0.9 8.929611e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1671       0.9 9.073134e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1672       0.9 8.111859e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1673       0.9 5.779909e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1674       0.9 5.006308e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1675       0.9 4.063161e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1676       0.9 2.970231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1677       0.9 3.003051e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1678       0.9 2.949903e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1679       0.9 2.835204e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1680       0.9 2.911684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1681       0.9 2.816668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1682       0.9 2.942975e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1683       0.9 2.900181e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1684       0.9 2.876488e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1685       0.9 2.853415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1686       0.9 2.869383e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1687       0.9 2.871361e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1688       0.9 2.883204e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1689       0.9 2.829449e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1690       0.9 2.815990e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1691       0.9 2.852557e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1692       0.9 2.869706e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1693       0.9 2.824260e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1694       0.9 2.906750e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1695       0.9 2.839270e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1696       0.9 2.852146e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1697       0.9 2.882623e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1698       0.9 2.914765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1699       0.9 2.881619e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1700       0.9 2.804885e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1701       0.9 2.886280e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1702       0.9 2.882018e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1703       0.9 2.885816e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1704       0.9 2.917630e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1705       0.9 2.768924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1706       0.9 2.861180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1707       0.9 2.880935e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1708       0.9 2.891052e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1709       0.9 2.883359e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1710       0.9 2.917957e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1711       0.9 2.904595e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1712       0.9 2.842961e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1713       0.9 2.922280e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1714       0.9 2.895633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1715       0.9 2.921018e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1716       0.9 2.773524e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1717       0.9 2.773524e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1718       0.9 2.747784e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1719       0.9 2.859317e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1720       0.9 2.791549e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1721       0.9 2.762124e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1722       0.9 2.765840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1723       0.9 2.769518e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1724       0.9 2.814026e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1725       0.9 2.803265e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1726       0.9 2.755194e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1727       0.9 2.793683e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1728       0.9 2.772877e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1729       0.9 2.869039e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1730       0.9 2.810308e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1731       0.9 2.849371e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1732       0.9 2.878300e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1733       0.9 2.827748e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1734       0.9 2.816200e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1735       0.9 2.780828e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1736       0.9 2.840577e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1737       0.9 2.850669e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1738       0.9 2.767177e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1739       0.9 2.810267e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1740       0.9 2.843730e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1741       0.9 2.848293e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1742       0.9 2.839700e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1743       0.9 2.812535e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1744       0.9 2.762354e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1745       0.9 2.826861e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1746       0.9 2.830758e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1747       0.9 2.827764e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1748       0.9 2.829787e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1749       0.9 2.852757e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1750       0.9 2.803679e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1751       0.9 2.829556e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1752       0.9 2.814666e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1753       0.9 2.777045e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1754       0.9 2.810012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1755       0.9 2.806514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1756       0.9 2.776247e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1757       0.9 2.816139e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1758       0.9 2.862035e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1759       0.9 2.819989e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1760       0.9 2.809939e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1761       0.9 2.759527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1762       0.9 2.825780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1763       0.9 2.891723e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1764       0.9 2.833618e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1765       0.9 2.874530e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1766       0.9 2.872160e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1767       0.9 2.828447e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1768       0.9 2.828447e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1769       0.9 4.463524e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1770       0.9 4.463524e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1771       0.9 3.938091e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1772       0.9 4.624451e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1773       0.9 3.524160e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1774       0.9 3.055291e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1775       0.9 2.940903e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1776       0.9 2.824964e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1777       0.9 2.847939e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1778       0.9 2.792292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1779       0.9 2.779444e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1780       0.9 2.782655e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1781       0.9 2.772600e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1782       0.9 2.797781e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1783       0.9 2.798751e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1784       0.9 2.784598e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1785       0.9 2.838907e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1786       0.9 2.815648e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1787       0.9 2.803089e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1788       0.9 2.860467e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1789       0.9 2.816912e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1790       0.9 2.801533e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1791       0.9 2.841697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1792       0.9 2.821347e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1793       0.9 2.805939e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1794       0.9 2.803726e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1795       0.9 2.824038e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1796       0.9 2.836636e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1797       0.9 2.823674e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1798       0.9 2.809183e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1799       0.9 2.829848e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1800       0.9 2.851339e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1801       0.9 2.852977e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1802       0.9 2.834654e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1803       0.9 2.845254e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1804       0.9 2.833637e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1805       0.9 2.837326e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1806       0.9 2.834191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1807       0.9 2.856007e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1808       0.9 2.810474e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1809       0.9 2.786711e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1810       0.9 2.799965e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1811       0.9 2.801803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1812       0.9 2.824235e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1813       0.9 2.838423e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1814       0.9 2.828600e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1815       0.9 2.809451e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1816       0.9 2.823868e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1817       0.9 2.839151e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1818       0.9 2.825875e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1819       0.9 2.810768e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1820       0.9 2.812716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1821       0.9 2.812716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1822       0.9 2.742937e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1823       0.9 2.774317e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1824       0.9 2.748191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1825       0.9 2.811344e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1826       0.9 2.776527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1827       0.9 2.783843e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1828       0.9 2.760054e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1829       0.9 2.769745e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1830       0.9 2.774726e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1831       0.9 2.798292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1832       0.9 2.780806e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1833       0.9 2.772192e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1834       0.9 2.757388e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1835       0.9 2.766765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1836       0.9 2.753140e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1837       0.9 2.772800e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1838       0.9 2.799673e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1839       0.9 2.765588e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1840       0.9 2.798572e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1841       0.9 2.775961e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1842       0.9 2.814378e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1843       0.9 2.810122e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1844       0.9 2.779963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1845       0.9 2.798201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1846       0.9 2.762709e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1847       0.9 2.801284e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1848       0.9 2.790761e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1849       0.9 2.762550e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1850       0.9 2.796620e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1851       0.9 2.752022e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1852       0.9 2.764169e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1853       0.9 2.763901e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1854       0.9 2.794183e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1855       0.9 2.806672e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1856       0.9 2.770101e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1857       0.9 2.786473e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1858       0.9 2.772769e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1859       0.9 2.790708e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1860       0.9 2.780888e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1861       0.9 2.754389e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1862       0.9 2.755776e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1863       0.9 2.774534e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1864       0.9 2.792748e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1865       0.9 2.764330e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1866       0.9 2.744491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1867       0.9 2.771440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1868       0.9 2.784660e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1869       0.9 2.772715e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1870       0.9 2.777424e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1871       0.9 2.763121e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1872       0.9 2.763121e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1873       0.9 1.199697e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1874       0.9 1.199697e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1875       0.9 9.350838e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1876       0.9 1.906542e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1877       0.9 4.905342e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1878       0.9 9.601500e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1879       0.9 1.055407e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1880       0.9 1.150498e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1881       0.9 1.074983e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1882       0.9 8.793143e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1883       0.9 7.325072e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1884       0.9 6.159143e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1885       0.9 6.294453e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1886       0.9 5.747676e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1887       0.9 6.099929e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1888       0.9 6.010974e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1889       0.9 6.184381e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1890       0.9 6.070476e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1891       0.9 6.583389e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1892       0.9 5.973402e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1893       0.9 5.624477e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1894       0.9 5.319930e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1895       0.9 5.314241e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1896       0.9 5.450910e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1897       0.9 5.421847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1898       0.9 5.108133e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1899       0.9 5.366611e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1900       0.9 5.357801e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1901       0.9 4.840537e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1902       0.9 4.799846e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1903       0.9 4.584025e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1904       0.9 4.394898e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1905       0.9 4.373507e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1906       0.9 4.144047e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1907       0.9 4.021735e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1908       0.9 3.724041e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1909       0.9 3.371124e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1910       0.9 3.672404e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1911       0.9 3.529697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1912       0.9 3.875365e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1913       0.9 3.656491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1914       0.9 3.438224e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1915       0.9 3.297780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1916       0.9 3.214598e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1917       0.9 3.277936e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1918       0.9 3.205724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1919       0.9 3.097686e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1920       0.9 3.077447e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1921       0.9 3.064462e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1922       0.9 3.054190e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1923       0.9 3.100751e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1924       0.9 3.069081e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1925       0.9 3.069081e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1926       0.9 2.932420e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1927       0.9 2.986840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1928       0.9 2.996467e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1929       0.9 3.115446e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1930       0.9 2.977163e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1931       0.9 2.989362e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1932       0.9 2.992259e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1933       0.9 3.021928e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1934       0.9 2.985203e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1935       0.9 2.967012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1936       0.9 2.962655e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1937       0.9 2.984746e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1938       0.9 2.998390e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1939       0.9 2.984269e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1940       0.9 3.000197e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1941       0.9 2.976345e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1942       0.9 2.962432e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1943       0.9 3.049063e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1944       0.9 2.990019e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1945       0.9 2.922958e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1946       0.9 2.942953e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1947       0.9 3.007827e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1948       0.9 2.960281e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1949       0.9 2.953072e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1950       0.9 2.997463e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1951       0.9 2.946280e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1952       0.9 2.969330e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1953       0.9 2.949247e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1954       0.9 2.985340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1955       0.9 2.972025e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1956       0.9 2.983137e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1957       0.9 3.074718e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1958       0.9 3.031732e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1959       0.9 3.048766e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1960       0.9 3.061837e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1961       0.9 3.064059e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1962       0.9 3.038207e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1963       0.9 3.001625e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1964       0.9 3.017917e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1965       0.9 3.004844e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1966       0.9 3.072008e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1967       0.9 3.059378e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1968       0.9 3.055277e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1969       0.9 2.899309e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1970       0.9 3.081103e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1971       0.9 3.093391e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1972       0.9 3.091284e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1973       0.9 3.042010e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1974       0.9 3.063645e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1975       0.9 3.041396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1976       0.9 3.041396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1977       0.9 2.635899e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1978       0.9 2.635899e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1979       0.9 3.538251e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1980       0.9 3.387651e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1981       0.9 2.939730e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1982       0.9 2.912063e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1983       0.9 2.804722e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1984       0.9 2.777759e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1985       0.9 2.825863e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1986       0.9 2.841830e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1987       0.9 2.838358e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1988       0.9 2.827782e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1989       0.9 2.817257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1990       0.9 2.797967e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1991       0.9 2.792510e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1992       0.9 2.807650e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1993       0.9 2.804995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1994       0.9 2.806191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1995       0.9 2.828222e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1996       0.9 2.795651e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1997       0.9 2.814327e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1998       0.9 2.839742e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1999       0.9 2.797219e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2000       0.9 2.827578e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2001       0.9 2.817702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2002       0.9 2.822248e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2003       0.9 2.860000e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2004       0.9 2.859706e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2005       0.9 2.831242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2006       0.9 2.803976e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2007       0.9 2.793466e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2008       0.9 2.795031e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2009       0.9 2.827943e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2010       0.9 2.802254e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2011       0.9 2.797793e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2012       0.9 2.769545e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2013       0.9 2.768122e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2014       0.9 2.799197e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2015       0.9 2.845003e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2016       0.9 2.809217e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2017       0.9 2.811949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2018       0.9 2.823794e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2019       0.9 2.800207e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2020       0.9 2.813417e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2021       0.9 2.811255e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2022       0.9 2.828989e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2023       0.9 2.830597e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2024       0.9 2.820526e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2025       0.9 2.822733e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2026       0.9 2.815170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2027       0.9 2.836549e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2028       0.9 2.819716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2029       0.9 2.819716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2030       0.9 2.744796e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2031       0.9 2.779833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2032       0.9 2.811345e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2033       0.9 2.771907e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2034       0.9 2.799210e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2035       0.9 2.807696e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2036       0.9 2.759778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2037       0.9 2.760670e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2038       0.9 2.815121e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2039       0.9 2.836284e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2040       0.9 2.795883e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2041       0.9 2.785751e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2042       0.9 2.778585e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2043       0.9 2.744063e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2044       0.9 2.753486e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2045       0.9 2.803826e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2046       0.9 2.816775e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2047       0.9 2.804620e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2048       0.9 2.735901e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2049       0.9 2.792862e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2050       0.9 2.778440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2051       0.9 2.827109e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2052       0.9 2.784592e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2053       0.9 2.777078e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2054       0.9 2.806319e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2055       0.9 2.772044e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2056       0.9 2.818191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2057       0.9 2.782388e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2058       0.9 2.795119e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2059       0.9 2.775494e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2060       0.9 2.782563e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2061       0.9 2.822525e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2062       0.9 2.810469e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2063       0.9 2.804436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2064       0.9 2.793182e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2065       0.9 2.802897e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2066       0.9 2.797128e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2067       0.9 2.806785e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2068       0.9 2.788472e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2069       0.9 2.757961e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2070       0.9 2.784693e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2071       0.9 2.791451e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2072       0.9 2.776652e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2073       0.9 2.794786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2074       0.9 2.800812e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2075       0.9 2.822296e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2076       0.9 2.774647e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2077       0.9 2.791680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2078       0.9 2.788260e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2079       0.9 2.806180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2080       0.9 2.806180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2081       0.9 4.896291e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2082       0.9 4.896291e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2083       0.9 8.811465e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2084       0.9 1.074160e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2085       0.9 9.178174e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2086       0.9 5.857640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2087       0.9 3.934320e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2088       0.9 2.883475e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2089       0.9 2.931581e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2090       0.9 2.905612e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2091       0.9 2.900200e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2092       0.9 2.898640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2093       0.9 2.890691e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2094       0.9 2.875336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2095       0.9 2.906086e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2096       0.9 2.902821e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2097       0.9 2.912278e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2098       0.9 2.887954e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2099       0.9 2.861024e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2100       0.9 2.877330e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2101       0.9 2.907035e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2102       0.9 2.883021e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2103       0.9 2.920333e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2104       0.9 2.908318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2105       0.9 2.868989e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2106       0.9 2.888137e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2107       0.9 2.894868e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2108       0.9 2.883371e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2109       0.9 2.893108e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2110       0.9 2.884490e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2111       0.9 2.926107e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2112       0.9 2.919754e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2113       0.9 2.883141e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2114       0.9 2.896128e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2115       0.9 2.873036e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2116       0.9 2.902977e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2117       0.9 2.871129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2118       0.9 2.879346e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2119       0.9 2.850811e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2120       0.9 2.894136e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2121       0.9 2.894758e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2122       0.9 2.911707e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2123       0.9 2.924643e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2124       0.9 2.922029e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2125       0.9 2.908172e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2126       0.9 2.911075e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2127       0.9 2.918796e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2128       0.9 2.917310e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2129       0.9 2.886948e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2130       0.9 2.901041e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2131       0.9 2.882680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2132       0.9 2.916862e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2133       0.9 2.916862e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2134       0.9 2.811547e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2135       0.9 2.839167e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2136       0.9 2.829288e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2137       0.9 2.810235e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2138       0.9 2.830564e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2139       0.9 2.851142e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2140       0.9 2.853114e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2141       0.9 2.864424e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2142       0.9 2.834685e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2143       0.9 2.822180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2144       0.9 2.838841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2145       0.9 2.832889e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2146       0.9 2.836156e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2147       0.9 2.872633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2148       0.9 2.868201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2149       0.9 2.881564e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2150       0.9 2.826179e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2151       0.9 2.847228e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2152       0.9 2.861831e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2153       0.9 2.850358e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2154       0.9 2.851562e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2155       0.9 2.891469e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2156       0.9 2.872827e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2157       0.9 2.884198e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2158       0.9 2.872910e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2159       0.9 2.872534e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2160       0.9 2.861837e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2161       0.9 2.873242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2162       0.9 2.840984e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2163       0.9 2.823916e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2164       0.9 2.850260e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2165       0.9 2.815157e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2166       0.9 2.868196e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2167       0.9 2.861303e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2168       0.9 2.870890e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2169       0.9 2.865648e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2170       0.9 2.899092e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2171       0.9 2.885808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2172       0.9 2.862725e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2173       0.9 2.882410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2174       0.9 2.884727e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2175       0.9 2.868170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2176       0.9 2.889247e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2177       0.9 2.881184e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2178       0.9 2.861985e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2179       0.9 2.871856e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2180       0.9 2.866020e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2181       0.9 2.879971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2182       0.9 2.884599e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2183       0.9 2.901415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2184       0.9 2.901415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2185       0.9 4.330305e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2186       0.9 4.330305e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2187       0.9 7.523553e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2188       0.9 5.551187e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2189       0.9 5.994512e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2190       0.9 4.306487e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2191       0.9 3.192735e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2192       0.9 2.928743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2193       0.9 2.846520e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2194       0.9 2.848752e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2195       0.9 2.838016e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2196       0.9 2.858347e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2197       0.9 2.928809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2198       0.9 2.873821e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2199       0.9 2.881405e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2200       0.9 2.857923e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2201       0.9 2.881154e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2202       0.9 2.918372e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2203       0.9 2.889951e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2204       0.9 2.887567e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2205       0.9 2.898665e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2206       0.9 2.849043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2207       0.9 2.834013e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2208       0.9 2.867549e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2209       0.9 2.869608e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2210       0.9 2.901459e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2211       0.9 2.923044e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2212       0.9 2.880243e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2213       0.9 2.904413e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2214       0.9 2.892874e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2215       0.9 2.902507e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2216       0.9 2.890000e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2217       0.9 2.877454e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2218       0.9 2.851295e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2219       0.9 2.875683e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2220       0.9 2.898802e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2221       0.9 2.861712e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2222       0.9 2.880377e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2223       0.9 2.876587e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2224       0.9 2.845223e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2225       0.9 2.868193e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2226       0.9 2.886229e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2227       0.9 2.960061e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2228       0.9 2.920587e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2229       0.9 2.902336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2230       0.9 2.852826e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2231       0.9 2.892478e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2232       0.9 2.896334e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2233       0.9 2.912393e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2234       0.9 2.900778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2235       0.9 2.892871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2236       0.9 2.928665e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2237       0.9 2.928665e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2238       0.9 2.783023e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2239       0.9 2.807899e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2240       0.9 2.804712e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2241       0.9 2.794645e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2242       0.9 2.827119e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2243       0.9 2.819961e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2244       0.9 2.830018e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2245       0.9 2.832050e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2246       0.9 2.838470e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2247       0.9 2.829786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2248       0.9 2.799919e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2249       0.9 2.880512e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2250       0.9 2.848548e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2251       0.9 2.839933e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2252       0.9 2.822199e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2253       0.9 2.838522e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2254       0.9 2.853215e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2255       0.9 2.831299e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2256       0.9 2.797124e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2257       0.9 2.819487e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2258       0.9 2.825715e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2259       0.9 2.841809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2260       0.9 2.821877e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2261       0.9 2.803480e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2262       0.9 2.828965e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2263       0.9 2.831995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2264       0.9 2.805975e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2265       0.9 2.829785e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2266       0.9 2.889986e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2267       0.9 2.875163e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2268       0.9 2.856841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2269       0.9 2.843828e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2270       0.9 2.850257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2271       0.9 2.837114e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2272       0.9 2.838613e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2273       0.9 2.836125e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2274       0.9 2.847539e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2275       0.9 2.877193e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2276       0.9 2.852989e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2277       0.9 2.846635e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2278       0.9 2.880861e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2279       0.9 2.860460e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2280       0.9 2.841948e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2281       0.9 2.835395e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2282       0.9 2.895891e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2283       0.9 2.844656e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2284       0.9 2.863689e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2285       0.9 2.867272e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2286       0.9 2.843857e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2287       0.9 2.875308e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2288       0.9 2.875308e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2289       0.9 7.070759e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2290       0.9 7.070759e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2291       0.9 5.973130e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2292       0.9 9.114263e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2293       0.9 6.902472e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2294       0.9 4.460694e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2295       0.9 4.958303e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2296       0.9 5.077447e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2297       0.9 4.250083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2298       0.9 3.781233e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2299       0.9 3.348818e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2300       0.9 2.967470e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2301       0.9 2.912989e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2302       0.9 2.963053e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2303       0.9 2.885874e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2304       0.9 2.887114e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2305       0.9 2.900791e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2306       0.9 2.944231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2307       0.9 2.945406e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2308       0.9 2.979610e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2309       0.9 2.930927e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2310       0.9 2.845820e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2311       0.9 2.922354e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2312       0.9 2.876396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2313       0.9 2.825994e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2314       0.9 2.804584e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2315       0.9 2.857576e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2316       0.9 2.922611e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2317       0.9 2.837357e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2318       0.9 2.891008e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2319       0.9 2.828696e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2320       0.9 2.845665e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2321       0.9 2.818657e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2322       0.9 2.849572e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2323       0.9 2.816976e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2324       0.9 2.793029e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2325       0.9 2.831229e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2326       0.9 2.896292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2327       0.9 2.944001e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2328       0.9 2.946101e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2329       0.9 2.867758e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2330       0.9 2.894778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2331       0.9 2.845053e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2332       0.9 2.841326e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2333       0.9 2.868290e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2334       0.9 2.943763e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2335       0.9 2.904472e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2336       0.9 2.915355e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2337       0.9 2.866564e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2338       0.9 2.858595e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2339       0.9 2.849275e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2340       0.9 2.855658e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2341       0.9 2.855658e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2342       0.9 2.788876e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2343       0.9 2.797195e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2344       0.9 2.825839e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2345       0.9 2.838151e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2346       0.9 2.785643e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2347       0.9 2.800713e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2348       0.9 2.841468e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2349       0.9 2.809941e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2350       0.9 2.809408e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2351       0.9 2.841700e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2352       0.9 2.837007e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2353       0.9 2.798015e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2354       0.9 2.872813e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2355       0.9 2.819985e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2356       0.9 2.805915e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2357       0.9 2.913059e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2358       0.9 2.839814e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2359       0.9 2.851021e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2360       0.9 2.865803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2361       0.9 2.849677e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2362       0.9 2.819681e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2363       0.9 2.846626e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2364       0.9 2.777743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2365       0.9 2.826927e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2366       0.9 2.912239e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2367       0.9 2.876702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2368       0.9 2.934771e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2369       0.9 2.932900e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2370       0.9 2.871453e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2371       0.9 2.923521e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2372       0.9 2.828519e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2373       0.9 2.824062e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2374       0.9 2.793749e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2375       0.9 2.858664e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2376       0.9 2.832628e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2377       0.9 2.827473e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2378       0.9 2.858523e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2379       0.9 2.900265e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2380       0.9 2.870494e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2381       0.9 2.892854e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2382       0.9 2.795745e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2383       0.9 2.816632e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2384       0.9 2.863373e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2385       0.9 2.849248e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2386       0.9 2.870756e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2387       0.9 2.799198e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2388       0.9 2.869337e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2389       0.9 2.849414e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2390       0.9 2.871770e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2391       0.9 2.882350e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2392       0.9 2.882350e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2393       0.9 4.577659e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2394       0.9 4.577659e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2395       0.9 2.188274e+01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2396       0.9 4.155616e+01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2397       0.9 1.959830e+01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2398       0.9 5.305740e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2399       0.9 1.586470e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2400       0.9 6.591776e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2401       0.9 4.483622e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2402       0.9 3.204456e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2403       0.9 2.886391e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2404       0.9 2.780500e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2405       0.9 2.807470e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2406       0.9 2.785636e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2407       0.9 2.784253e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2408       0.9 2.817199e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2409       0.9 2.788295e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2410       0.9 2.801095e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2411       0.9 2.796052e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2412       0.9 2.778580e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2413       0.9 2.754161e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2414       0.9 2.787668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2415       0.9 2.793444e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2416       0.9 2.792550e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2417       0.9 2.784234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2418       0.9 2.753540e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2419       0.9 2.779382e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2420       0.9 2.766491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2421       0.9 2.777225e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2422       0.9 2.795027e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2423       0.9 2.796180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2424       0.9 2.792582e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2425       0.9 2.792690e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2426       0.9 2.775622e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2427       0.9 2.785056e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2428       0.9 2.777458e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2429       0.9 2.804060e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2430       0.9 2.816777e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2431       0.9 2.803453e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2432       0.9 2.804142e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2433       0.9 2.768463e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2434       0.9 2.796404e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2435       0.9 2.781489e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2436       0.9 2.795856e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2437       0.9 2.805217e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2438       0.9 2.776199e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2439       0.9 2.797098e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2440       0.9 2.801910e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2441       0.9 2.766239e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2442       0.9 2.776754e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2443       0.9 2.795409e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2444       0.9 2.831566e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2445       0.9 2.831566e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2446       0.9 2.740862e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2447       0.9 2.767777e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2448       0.9 2.767728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2449       0.9 2.740689e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2450       0.9 2.745603e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2451       0.9 2.741754e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2452       0.9 2.733809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2453       0.9 2.737491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2454       0.9 2.793391e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2455       0.9 2.786355e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2456       0.9 2.749352e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2457       0.9 2.725668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2458       0.9 2.779716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2459       0.9 2.751724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2460       0.9 2.759533e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2461       0.9 2.768000e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2462       0.9 2.768350e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2463       0.9 2.749696e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2464       0.9 2.767154e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2465       0.9 2.757962e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2466       0.9 2.771949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2467       0.9 2.741678e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2468       0.9 2.746916e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2469       0.9 2.706154e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2470       0.9 2.724875e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2471       0.9 2.789160e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2472       0.9 2.725383e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2473       0.9 2.762297e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2474       0.9 2.725065e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2475       0.9 2.741031e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2476       0.9 2.747770e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2477       0.9 2.767236e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2478       0.9 2.775736e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2479       0.9 2.727964e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2480       0.9 2.751474e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2481       0.9 2.725181e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2482       0.9 2.761309e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2483       0.9 2.771723e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2484       0.9 2.735860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2485       0.9 2.749819e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2486       0.9 2.759843e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2487       0.9 2.767742e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2488       0.9 2.752858e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2489       0.9 2.766140e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2490       0.9 2.745553e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2491       0.9 2.768827e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2492       0.9 2.763030e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2493       0.9 2.747227e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2494       0.9 2.748102e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2495       0.9 2.758622e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2496       0.9 2.758622e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2497       0.9 4.546309e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2498       0.9 4.546309e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2499       0.9 7.873045e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2500       0.9 1.076206e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2501       0.9 1.154814e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2502       0.9 9.337726e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2503       0.9 7.217951e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2504       0.9 6.601194e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2505       0.9 6.907232e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2506       0.9 6.677134e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2507       0.9 6.487808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2508       0.9 6.422526e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2509       0.9 6.157956e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2510       0.9 6.183306e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2511       0.9 6.329507e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2512       0.9 5.862961e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2513       0.9 5.761766e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2514       0.9 5.879032e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2515       0.9 5.483638e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2516       0.9 5.140172e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2517       0.9 5.176174e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2518       0.9 4.948062e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2519       0.9 4.890155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2520       0.9 4.672480e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2521       0.9 4.399309e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2522       0.9 4.371204e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2523       0.9 4.322331e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2524       0.9 4.074788e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2525       0.9 3.804919e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2526       0.9 3.547910e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2527       0.9 3.514635e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2528       0.9 3.429994e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2529       0.9 3.316000e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2530       0.9 3.204832e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2531       0.9 3.148200e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2532       0.9 3.165670e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2533       0.9 3.308361e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2534       0.9 3.295135e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2535       0.9 3.238102e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2536       0.9 3.282489e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2537       0.9 3.239765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2538       0.9 3.196231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2539       0.9 3.194697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2540       0.9 3.156315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2541       0.9 3.061595e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2542       0.9 3.207099e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2543       0.9 3.180906e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2544       0.9 3.225267e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2545       0.9 3.185546e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2546       0.9 3.204882e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2547       0.9 3.173678e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2548       0.9 3.187887e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2549       0.9 3.187887e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2550       0.9 3.049853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2551       0.9 3.098495e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2552       0.9 3.006775e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2553       0.9 3.085943e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2554       0.9 3.173723e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2555       0.9 3.096500e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2556       0.9 3.144703e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2557       0.9 3.186669e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2558       0.9 3.121644e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2559       0.9 3.055718e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2560       0.9 3.112912e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2561       0.9 3.039940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2562       0.9 3.117981e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2563       0.9 3.142146e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2564       0.9 3.149740e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2565       0.9 3.135924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2566       0.9 3.126152e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2567       0.9 3.110202e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2568       0.9 3.047390e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2569       0.9 3.193311e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2570       0.9 3.142841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2571       0.9 3.148385e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2572       0.9 3.174566e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2573       0.9 3.168926e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2574       0.9 3.230211e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2575       0.9 3.223446e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2576       0.9 3.211898e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2577       0.9 3.165542e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2578       0.9 3.276463e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2579       0.9 3.229170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2580       0.9 3.147340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2581       0.9 3.256216e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2582       0.9 3.184646e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2583       0.9 3.271636e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2584       0.9 3.144669e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2585       0.9 3.207308e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2586       0.9 3.237937e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2587       0.9 3.233967e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2588       0.9 3.268349e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2589       0.9 3.198770e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2590       0.9 3.138356e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2591       0.9 3.198646e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2592       0.9 3.128423e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2593       0.9 3.227049e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2594       0.9 3.187036e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2595       0.9 3.251034e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2596       0.9 3.160315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2597       0.9 3.225007e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2598       0.9 3.270913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2599       0.9 3.109396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2600       0.9 3.109396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2601       0.9 2.792921e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2602       0.9 2.792921e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2603       0.9 3.731684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2604       0.9 4.355569e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2605       0.9 3.584844e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2606       0.9 2.842229e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2607       0.9 2.793000e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2608       0.9 2.786381e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2609       0.9 2.785922e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2610       0.9 2.773397e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2611       0.9 2.765682e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2612       0.9 2.844112e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2613       0.9 2.814691e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2614       0.9 2.793396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2615       0.9 2.788031e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2616       0.9 2.786286e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2617       0.9 2.779552e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2618       0.9 2.789717e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2619       0.9 2.803414e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2620       0.9 2.813548e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2621       0.9 2.807505e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2622       0.9 2.772345e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2623       0.9 2.785982e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2624       0.9 2.815285e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2625       0.9 2.777224e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2626       0.9 2.780595e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2627       0.9 2.788121e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2628       0.9 2.759120e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2629       0.9 2.790424e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2630       0.9 2.790753e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2631       0.9 2.799074e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2632       0.9 2.816640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2633       0.9 2.822130e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2634       0.9 2.843797e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2635       0.9 2.818923e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2636       0.9 2.802087e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2637       0.9 2.812528e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2638       0.9 2.809892e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2639       0.9 2.795343e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2640       0.9 2.794456e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2641       0.9 2.828761e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2642       0.9 2.824563e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2643       0.9 2.805257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2644       0.9 2.802670e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2645       0.9 2.814553e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2646       0.9 2.831807e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2647       0.9 2.831630e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2648       0.9 2.834634e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2649       0.9 2.799021e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2650       0.9 2.793852e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2651       0.9 2.832733e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2652       0.9 2.819968e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2653       0.9 2.819968e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2654       0.9 2.746442e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2655       0.9 2.756937e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2656       0.9 2.794868e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2657       0.9 2.752157e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2658       0.9 2.790584e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2659       0.9 2.757701e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2660       0.9 2.763315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2661       0.9 2.798396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2662       0.9 2.783581e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2663       0.9 2.788962e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2664       0.9 2.809514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2665       0.9 2.811319e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2666       0.9 2.793341e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2667       0.9 2.783164e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2668       0.9 2.772363e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2669       0.9 2.810687e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2670       0.9 2.815130e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2671       0.9 2.788514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2672       0.9 2.776434e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2673       0.9 2.803150e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2674       0.9 2.809581e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2675       0.9 2.796089e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2676       0.9 2.765324e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2677       0.9 2.780771e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2678       0.9 2.774616e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2679       0.9 2.798420e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2680       0.9 2.787606e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2681       0.9 2.783778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2682       0.9 2.790520e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2683       0.9 2.799130e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2684       0.9 2.774861e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2685       0.9 2.755453e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2686       0.9 2.792589e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2687       0.9 2.799409e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2688       0.9 2.781700e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2689       0.9 2.766329e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2690       0.9 2.790672e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2691       0.9 2.804985e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2692       0.9 2.806837e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2693       0.9 2.792426e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2694       0.9 2.806509e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2695       0.9 2.825301e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2696       0.9 2.808917e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2697       0.9 2.817790e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2698       0.9 2.810923e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2699       0.9 2.776406e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2700       0.9 2.758962e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2701       0.9 2.775257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2702       0.9 2.802509e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
##             g_F sigma_epsilon G_w_y_scaling          msg iter_num
## 1     0.1162005      109.1121         0.162        start        3
## 2     0.1162005      109.1121         0.162  first_trace        3
## 3     0.1162005      109.1121         0.162  first_trace        3
## 4     0.1162005      109.1121         0.162  first_trace        3
## 5     0.1162005      109.1121         0.162  first_trace        3
## 6     0.1162005      109.1121         0.162  first_trace        3
## 7     0.1162005      109.1121         0.162  first_trace        3
## 8     0.1162005      109.1121         0.162  first_trace        3
## 9     0.1162005      109.1121         0.162  first_trace        3
## 10    0.1162005      109.1121         0.162  first_trace        3
## 11    0.1162005      109.1121         0.162  first_trace        3
## 12    0.1162005      109.1121         0.162  first_trace        3
## 13    0.1162005      109.1121         0.162  first_trace        3
## 14    0.1162005      109.1121         0.162  first_trace        3
## 15    0.1162005      109.1121         0.162  first_trace        3
## 16    0.1162005      109.1121         0.162  first_trace        3
## 17    0.1162005      109.1121         0.162  first_trace        3
## 18    0.1162005      109.1121         0.162  first_trace        3
## 19    0.1162005      109.1121         0.162  first_trace        3
## 20    0.1162005      109.1121         0.162  first_trace        3
## 21    0.1162005      109.1121         0.162  first_trace        3
## 22    0.1162005      109.1121         0.162  first_trace        3
## 23    0.1162005      109.1121         0.162  first_trace        3
## 24    0.1162005      109.1121         0.162  first_trace        3
## 25    0.1162005      109.1121         0.162  first_trace        3
## 26    0.1162005      109.1121         0.162  first_trace        3
## 27    0.1162005      109.1121         0.162  first_trace        3
## 28    0.1162005      109.1121         0.162  first_trace        3
## 29    0.1162005      109.1121         0.162  first_trace        3
## 30    0.1162005      109.1121         0.162  first_trace        3
## 31    0.1162005      109.1121         0.162  first_trace        3
## 32    0.1162005      109.1121         0.162  first_trace        3
## 33    0.1162005      109.1121         0.162  first_trace        3
## 34    0.1162005      109.1121         0.162  first_trace        3
## 35    0.1162005      109.1121         0.162  first_trace        3
## 36    0.1162005      109.1121         0.162  first_trace        3
## 37    0.1162005      109.1121         0.162  first_trace        3
## 38    0.1162005      109.1121         0.162  first_trace        3
## 39    0.1162005      109.1121         0.162  first_trace        3
## 40    0.1162005      109.1121         0.162  first_trace        3
## 41    0.1162005      109.1121         0.162  first_trace        3
## 42    0.1162005      109.1121         0.162  first_trace        3
## 43    0.1162005      109.1121         0.162  first_trace        3
## 44    0.1162005      109.1121         0.162  first_trace        3
## 45    0.1162005      109.1121         0.162  first_trace        3
## 46    0.1162005      109.1121         0.162  first_trace        3
## 47    0.1162005      109.1121         0.162  first_trace        3
## 48    0.1162005      109.1121         0.162  first_trace        3
## 49    0.1162005      109.1121         0.162  first_trace        3
## 50    0.1162005      109.1121         0.162  first_trace        3
## 51    0.1162005      109.1121         0.162  first_trace        3
## 52    0.1162005      109.1121         0.162  first_trace        3
## 53    0.1162005      109.1121         0.162 second_trace        3
## 54    0.1162005      109.1121         0.162 second_trace        3
## 55    0.1162005      109.1121         0.162 second_trace        3
## 56    0.1162005      109.1121         0.162 second_trace        3
## 57    0.1162005      109.1121         0.162 second_trace        3
## 58    0.1162005      109.1121         0.162 second_trace        3
## 59    0.1162005      109.1121         0.162 second_trace        3
## 60    0.1162005      109.1121         0.162 second_trace        3
## 61    0.1162005      109.1121         0.162 second_trace        3
## 62    0.1162005      109.1121         0.162 second_trace        3
## 63    0.1162005      109.1121         0.162 second_trace        3
## 64    0.1162005      109.1121         0.162 second_trace        3
## 65    0.1162005      109.1121         0.162 second_trace        3
## 66    0.1162005      109.1121         0.162 second_trace        3
## 67    0.1162005      109.1121         0.162 second_trace        3
## 68    0.1162005      109.1121         0.162 second_trace        3
## 69    0.1162005      109.1121         0.162 second_trace        3
## 70    0.1162005      109.1121         0.162 second_trace        3
## 71    0.1162005      109.1121         0.162 second_trace        3
## 72    0.1162005      109.1121         0.162 second_trace        3
## 73    0.1162005      109.1121         0.162 second_trace        3
## 74    0.1162005      109.1121         0.162 second_trace        3
## 75    0.1162005      109.1121         0.162 second_trace        3
## 76    0.1162005      109.1121         0.162 second_trace        3
## 77    0.1162005      109.1121         0.162 second_trace        3
## 78    0.1162005      109.1121         0.162 second_trace        3
## 79    0.1162005      109.1121         0.162 second_trace        3
## 80    0.1162005      109.1121         0.162 second_trace        3
## 81    0.1162005      109.1121         0.162 second_trace        3
## 82    0.1162005      109.1121         0.162 second_trace        3
## 83    0.1162005      109.1121         0.162 second_trace        3
## 84    0.1162005      109.1121         0.162 second_trace        3
## 85    0.1162005      109.1121         0.162 second_trace        3
## 86    0.1162005      109.1121         0.162 second_trace        3
## 87    0.1162005      109.1121         0.162 second_trace        3
## 88    0.1162005      109.1121         0.162 second_trace        3
## 89    0.1162005      109.1121         0.162 second_trace        3
## 90    0.1162005      109.1121         0.162 second_trace        3
## 91    0.1162005      109.1121         0.162 second_trace        3
## 92    0.1162005      109.1121         0.162 second_trace        3
## 93    0.1162005      109.1121         0.162 second_trace        3
## 94    0.1162005      109.1121         0.162 second_trace        3
## 95    0.1162005      109.1121         0.162 second_trace        3
## 96    0.1162005      109.1121         0.162 second_trace        3
## 97    0.1162005      109.1121         0.162 second_trace        3
## 98    0.1162005      109.1121         0.162 second_trace        3
## 99    0.1162005      109.1121         0.162 second_trace        3
## 100   0.1162005      109.1121         0.162 second_trace        3
## 101   0.1162005      109.1121         0.162 second_trace        3
## 102   0.1162005      109.1121         0.162 second_trace        3
## 103   0.1162005      109.1121         0.162 second_trace        3
## 104   0.1162005      109.1121         0.162         mif1        3
## 105   0.1162005      109.1121         0.162        start        3
## 106   0.1162005      109.1121         0.162  first_trace        3
## 107   0.1162005      109.1121         0.162  first_trace        3
## 108   0.1162005      109.1121         0.162  first_trace        3
## 109   0.1162005      109.1121         0.162  first_trace        3
## 110   0.1162005      109.1121         0.162  first_trace        3
## 111   0.1162005      109.1121         0.162  first_trace        3
## 112   0.1162005      109.1121         0.162  first_trace        3
## 113   0.1162005      109.1121         0.162  first_trace        3
## 114   0.1162005      109.1121         0.162  first_trace        3
## 115   0.1162005      109.1121         0.162  first_trace        3
## 116   0.1162005      109.1121         0.162  first_trace        3
## 117   0.1162005      109.1121         0.162  first_trace        3
## 118   0.1162005      109.1121         0.162  first_trace        3
## 119   0.1162005      109.1121         0.162  first_trace        3
## 120   0.1162005      109.1121         0.162  first_trace        3
## 121   0.1162005      109.1121         0.162  first_trace        3
## 122   0.1162005      109.1121         0.162  first_trace        3
## 123   0.1162005      109.1121         0.162  first_trace        3
## 124   0.1162005      109.1121         0.162  first_trace        3
## 125   0.1162005      109.1121         0.162  first_trace        3
## 126   0.1162005      109.1121         0.162  first_trace        3
## 127   0.1162005      109.1121         0.162  first_trace        3
## 128   0.1162005      109.1121         0.162  first_trace        3
## 129   0.1162005      109.1121         0.162  first_trace        3
## 130   0.1162005      109.1121         0.162  first_trace        3
## 131   0.1162005      109.1121         0.162  first_trace        3
## 132   0.1162005      109.1121         0.162  first_trace        3
## 133   0.1162005      109.1121         0.162  first_trace        3
## 134   0.1162005      109.1121         0.162  first_trace        3
## 135   0.1162005      109.1121         0.162  first_trace        3
## 136   0.1162005      109.1121         0.162  first_trace        3
## 137   0.1162005      109.1121         0.162  first_trace        3
## 138   0.1162005      109.1121         0.162  first_trace        3
## 139   0.1162005      109.1121         0.162  first_trace        3
## 140   0.1162005      109.1121         0.162  first_trace        3
## 141   0.1162005      109.1121         0.162  first_trace        3
## 142   0.1162005      109.1121         0.162  first_trace        3
## 143   0.1162005      109.1121         0.162  first_trace        3
## 144   0.1162005      109.1121         0.162  first_trace        3
## 145   0.1162005      109.1121         0.162  first_trace        3
## 146   0.1162005      109.1121         0.162  first_trace        3
## 147   0.1162005      109.1121         0.162  first_trace        3
## 148   0.1162005      109.1121         0.162  first_trace        3
## 149   0.1162005      109.1121         0.162  first_trace        3
## 150   0.1162005      109.1121         0.162  first_trace        3
## 151   0.1162005      109.1121         0.162  first_trace        3
## 152   0.1162005      109.1121         0.162  first_trace        3
## 153   0.1162005      109.1121         0.162  first_trace        3
## 154   0.1162005      109.1121         0.162  first_trace        3
## 155   0.1162005      109.1121         0.162  first_trace        3
## 156   0.1162005      109.1121         0.162  first_trace        3
## 157   0.1162005      109.1121         0.162 second_trace        3
## 158   0.1162005      109.1121         0.162 second_trace        3
## 159   0.1162005      109.1121         0.162 second_trace        3
## 160   0.1162005      109.1121         0.162 second_trace        3
## 161   0.1162005      109.1121         0.162 second_trace        3
## 162   0.1162005      109.1121         0.162 second_trace        3
## 163   0.1162005      109.1121         0.162 second_trace        3
## 164   0.1162005      109.1121         0.162 second_trace        3
## 165   0.1162005      109.1121         0.162 second_trace        3
## 166   0.1162005      109.1121         0.162 second_trace        3
## 167   0.1162005      109.1121         0.162 second_trace        3
## 168   0.1162005      109.1121         0.162 second_trace        3
## 169   0.1162005      109.1121         0.162 second_trace        3
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## 517   0.1162005      109.1121         0.162 second_trace        3
## 518   0.1162005      109.1121         0.162 second_trace        3
## 519   0.1162005      109.1121         0.162 second_trace        3
## 520   0.1162005      109.1121         0.162         mif1        3
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## 523   0.1162005      109.1121         0.162  first_trace        3
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## 627   0.1162005      109.1121         0.162  first_trace        3
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## 727   0.1162005      109.1121         0.162 second_trace        3
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## 831   0.1162005      109.1121         0.162 second_trace        3
## 832   0.1162005      109.1121         0.162         mif1        3
## 833   0.1162005      109.1121         0.162        start        3
## 834   0.1162005      109.1121         0.162  first_trace        3
## 835   0.1162005      109.1121         0.162  first_trace        3
## 836   0.1162005      109.1121         0.162  first_trace        3
## 837   0.1162005      109.1121         0.162  first_trace        3
## 838   0.1162005      109.1121         0.162  first_trace        3
## 839   0.1162005      109.1121         0.162  first_trace        3
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## 844   0.1162005      109.1121         0.162  first_trace        3
## 845   0.1162005      109.1121         0.162  first_trace        3
## 846   0.1162005      109.1121         0.162  first_trace        3
## 847   0.1162005      109.1121         0.162  first_trace        3
## 848   0.1162005      109.1121         0.162  first_trace        3
## 849   0.1162005      109.1121         0.162  first_trace        3
## 850   0.1162005      109.1121         0.162  first_trace        3
## 851   0.1162005      109.1121         0.162  first_trace        3
## 852   0.1162005      109.1121         0.162  first_trace        3
## 853   0.1162005      109.1121         0.162  first_trace        3
## 854   0.1162005      109.1121         0.162  first_trace        3
## 855   0.1162005      109.1121         0.162  first_trace        3
## 856   0.1162005      109.1121         0.162  first_trace        3
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## 858   0.1162005      109.1121         0.162  first_trace        3
## 859   0.1162005      109.1121         0.162  first_trace        3
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## 875   0.1162005      109.1121         0.162  first_trace        3
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## 881   0.1162005      109.1121         0.162  first_trace        3
## 882   0.1162005      109.1121         0.162  first_trace        3
## 883   0.1162005      109.1121         0.162  first_trace        3
## 884   0.1162005      109.1121         0.162  first_trace        3
## 885   0.1162005      109.1121         0.162 second_trace        3
## 886   0.1162005      109.1121         0.162 second_trace        3
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## 888   0.1162005      109.1121         0.162 second_trace        3
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## 921   0.1162005      109.1121         0.162 second_trace        3
## 922   0.1162005      109.1121         0.162 second_trace        3
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## 924   0.1162005      109.1121         0.162 second_trace        3
## 925   0.1162005      109.1121         0.162 second_trace        3
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## 931   0.1162005      109.1121         0.162 second_trace        3
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## 935   0.1162005      109.1121         0.162 second_trace        3
## 936   0.1162005      109.1121         0.162         mif1        3
## 937   0.1162005      109.1121         0.162        start        3
## 938   0.1162005      109.1121         0.162  first_trace        3
## 939   0.1162005      109.1121         0.162  first_trace        3
## 940   0.1162005      109.1121         0.162  first_trace        3
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## 949   0.1162005      109.1121         0.162  first_trace        3
## 950   0.1162005      109.1121         0.162  first_trace        3
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## 988   0.1162005      109.1121         0.162  first_trace        3
## 989   0.1162005      109.1121         0.162 second_trace        3
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## 1039  0.1162005      109.1121         0.162 second_trace        3
## 1040  0.1162005      109.1121         0.162         mif1        3
## 1041  0.1162005      109.1121         0.162        start        3
## 1042  0.1162005      109.1121         0.162  first_trace        3
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## 1080  0.1162005      109.1121         0.162  first_trace        3
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## 1085  0.1162005      109.1121         0.162  first_trace        3
## 1086  0.1162005      109.1121         0.162  first_trace        3
## 1087  0.1162005      109.1121         0.162  first_trace        3
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## 1089  0.1162005      109.1121         0.162  first_trace        3
## 1090  0.1162005      109.1121         0.162  first_trace        3
## 1091  0.1162005      109.1121         0.162  first_trace        3
## 1092  0.1162005      109.1121         0.162  first_trace        3
## 1093  0.1162005      109.1121         0.162 second_trace        3
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## 1143  0.1162005      109.1121         0.162 second_trace        3
## 1144  0.1162005      109.1121         0.162         mif1        3
## 1145  0.1162005      109.1121         0.162        start        3
## 1146  0.1162005      109.1121         0.162  first_trace        3
## 1147  0.1162005      109.1121         0.162  first_trace        3
## 1148  0.1162005      109.1121         0.162  first_trace        3
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## 1150  0.1162005      109.1121         0.162  first_trace        3
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## 1154  0.1162005      109.1121         0.162  first_trace        3
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## 1160  0.1162005      109.1121         0.162  first_trace        3
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## 1163  0.1162005      109.1121         0.162  first_trace        3
## 1164  0.1162005      109.1121         0.162  first_trace        3
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## 1174  0.1162005      109.1121         0.162  first_trace        3
## 1175  0.1162005      109.1121         0.162  first_trace        3
## 1176  0.1162005      109.1121         0.162  first_trace        3
## 1177  0.1162005      109.1121         0.162  first_trace        3
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## 1179  0.1162005      109.1121         0.162  first_trace        3
## 1180  0.1162005      109.1121         0.162  first_trace        3
## 1181  0.1162005      109.1121         0.162  first_trace        3
## 1182  0.1162005      109.1121         0.162  first_trace        3
## 1183  0.1162005      109.1121         0.162  first_trace        3
## 1184  0.1162005      109.1121         0.162  first_trace        3
## 1185  0.1162005      109.1121         0.162  first_trace        3
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## 1187  0.1162005      109.1121         0.162  first_trace        3
## 1188  0.1162005      109.1121         0.162  first_trace        3
## 1189  0.1162005      109.1121         0.162  first_trace        3
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## 1191  0.1162005      109.1121         0.162  first_trace        3
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## 1194  0.1162005      109.1121         0.162  first_trace        3
## 1195  0.1162005      109.1121         0.162  first_trace        3
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## 1197  0.1162005      109.1121         0.162 second_trace        3
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## 1230  0.1162005      109.1121         0.162 second_trace        3
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## 1247  0.1162005      109.1121         0.162 second_trace        3
## 1248  0.1162005      109.1121         0.162         mif1        3
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## 1250  0.1162005      109.1121         0.162  first_trace        3
## 1251  0.1162005      109.1121         0.162  first_trace        3
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## 1351  0.1162005      109.1121         0.162 second_trace        3
## 1352  0.1162005      109.1121         0.162         mif1        3
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## 1397  0.1162005      109.1121         0.162  first_trace        3
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## 1404  0.1162005      109.1121         0.162  first_trace        3
## 1405  0.1162005      109.1121         0.162 second_trace        3
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## 1450  0.1162005      109.1121         0.162 second_trace        3
## 1451  0.1162005      109.1121         0.162 second_trace        3
## 1452  0.1162005      109.1121         0.162 second_trace        3
## 1453  0.1162005      109.1121         0.162 second_trace        3
## 1454  0.1162005      109.1121         0.162 second_trace        3
## 1455  0.1162005      109.1121         0.162 second_trace        3
## 1456  0.1162005      109.1121         0.162         mif1        3
## 1457  0.1162005      109.1121         0.162        start        3
## 1458  0.1162005      109.1121         0.162  first_trace        3
## 1459  0.1162005      109.1121         0.162  first_trace        3
## 1460  0.1162005      109.1121         0.162  first_trace        3
## 1461  0.1162005      109.1121         0.162  first_trace        3
## 1462  0.1162005      109.1121         0.162  first_trace        3
## 1463  0.1162005      109.1121         0.162  first_trace        3
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## 1465  0.1162005      109.1121         0.162  first_trace        3
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## 1468  0.1162005      109.1121         0.162  first_trace        3
## 1469  0.1162005      109.1121         0.162  first_trace        3
## 1470  0.1162005      109.1121         0.162  first_trace        3
## 1471  0.1162005      109.1121         0.162  first_trace        3
## 1472  0.1162005      109.1121         0.162  first_trace        3
## 1473  0.1162005      109.1121         0.162  first_trace        3
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## 1475  0.1162005      109.1121         0.162  first_trace        3
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## 1477  0.1162005      109.1121         0.162  first_trace        3
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## 1480  0.1162005      109.1121         0.162  first_trace        3
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## 1482  0.1162005      109.1121         0.162  first_trace        3
## 1483  0.1162005      109.1121         0.162  first_trace        3
## 1484  0.1162005      109.1121         0.162  first_trace        3
## 1485  0.1162005      109.1121         0.162  first_trace        3
## 1486  0.1162005      109.1121         0.162  first_trace        3
## 1487  0.1162005      109.1121         0.162  first_trace        3
## 1488  0.1162005      109.1121         0.162  first_trace        3
## 1489  0.1162005      109.1121         0.162  first_trace        3
## 1490  0.1162005      109.1121         0.162  first_trace        3
## 1491  0.1162005      109.1121         0.162  first_trace        3
## 1492  0.1162005      109.1121         0.162  first_trace        3
## 1493  0.1162005      109.1121         0.162  first_trace        3
## 1494  0.1162005      109.1121         0.162  first_trace        3
## 1495  0.1162005      109.1121         0.162  first_trace        3
## 1496  0.1162005      109.1121         0.162  first_trace        3
## 1497  0.1162005      109.1121         0.162  first_trace        3
## 1498  0.1162005      109.1121         0.162  first_trace        3
## 1499  0.1162005      109.1121         0.162  first_trace        3
## 1500  0.1162005      109.1121         0.162  first_trace        3
## 1501  0.1162005      109.1121         0.162  first_trace        3
## 1502  0.1162005      109.1121         0.162  first_trace        3
## 1503  0.1162005      109.1121         0.162  first_trace        3
## 1504  0.1162005      109.1121         0.162  first_trace        3
## 1505  0.1162005      109.1121         0.162  first_trace        3
## 1506  0.1162005      109.1121         0.162  first_trace        3
## 1507  0.1162005      109.1121         0.162  first_trace        3
## 1508  0.1162005      109.1121         0.162  first_trace        3
## 1509  0.1162005      109.1121         0.162 second_trace        3
## 1510  0.1162005      109.1121         0.162 second_trace        3
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## 1515  0.1162005      109.1121         0.162 second_trace        3
## 1516  0.1162005      109.1121         0.162 second_trace        3
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## 1519  0.1162005      109.1121         0.162 second_trace        3
## 1520  0.1162005      109.1121         0.162 second_trace        3
## 1521  0.1162005      109.1121         0.162 second_trace        3
## 1522  0.1162005      109.1121         0.162 second_trace        3
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## 1525  0.1162005      109.1121         0.162 second_trace        3
## 1526  0.1162005      109.1121         0.162 second_trace        3
## 1527  0.1162005      109.1121         0.162 second_trace        3
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## 1530  0.1162005      109.1121         0.162 second_trace        3
## 1531  0.1162005      109.1121         0.162 second_trace        3
## 1532  0.1162005      109.1121         0.162 second_trace        3
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## 1535  0.1162005      109.1121         0.162 second_trace        3
## 1536  0.1162005      109.1121         0.162 second_trace        3
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## 1539  0.1162005      109.1121         0.162 second_trace        3
## 1540  0.1162005      109.1121         0.162 second_trace        3
## 1541  0.1162005      109.1121         0.162 second_trace        3
## 1542  0.1162005      109.1121         0.162 second_trace        3
## 1543  0.1162005      109.1121         0.162 second_trace        3
## 1544  0.1162005      109.1121         0.162 second_trace        3
## 1545  0.1162005      109.1121         0.162 second_trace        3
## 1546  0.1162005      109.1121         0.162 second_trace        3
## 1547  0.1162005      109.1121         0.162 second_trace        3
## 1548  0.1162005      109.1121         0.162 second_trace        3
## 1549  0.1162005      109.1121         0.162 second_trace        3
## 1550  0.1162005      109.1121         0.162 second_trace        3
## 1551  0.1162005      109.1121         0.162 second_trace        3
## 1552  0.1162005      109.1121         0.162 second_trace        3
## 1553  0.1162005      109.1121         0.162 second_trace        3
## 1554  0.1162005      109.1121         0.162 second_trace        3
## 1555  0.1162005      109.1121         0.162 second_trace        3
## 1556  0.1162005      109.1121         0.162 second_trace        3
## 1557  0.1162005      109.1121         0.162 second_trace        3
## 1558  0.1162005      109.1121         0.162 second_trace        3
## 1559  0.1162005      109.1121         0.162 second_trace        3
## 1560  0.1162005      109.1121         0.162         mif1        3
## 1561  0.1162005      109.1121         0.162        start        3
## 1562  0.1162005      109.1121         0.162  first_trace        3
## 1563  0.1162005      109.1121         0.162  first_trace        3
## 1564  0.1162005      109.1121         0.162  first_trace        3
## 1565  0.1162005      109.1121         0.162  first_trace        3
## 1566  0.1162005      109.1121         0.162  first_trace        3
## 1567  0.1162005      109.1121         0.162  first_trace        3
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## 1569  0.1162005      109.1121         0.162  first_trace        3
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## 1572  0.1162005      109.1121         0.162  first_trace        3
## 1573  0.1162005      109.1121         0.162  first_trace        3
## 1574  0.1162005      109.1121         0.162  first_trace        3
## 1575  0.1162005      109.1121         0.162  first_trace        3
## 1576  0.1162005      109.1121         0.162  first_trace        3
## 1577  0.1162005      109.1121         0.162  first_trace        3
## 1578  0.1162005      109.1121         0.162  first_trace        3
## 1579  0.1162005      109.1121         0.162  first_trace        3
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## 1581  0.1162005      109.1121         0.162  first_trace        3
## 1582  0.1162005      109.1121         0.162  first_trace        3
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## 1588  0.1162005      109.1121         0.162  first_trace        3
## 1589  0.1162005      109.1121         0.162  first_trace        3
## 1590  0.1162005      109.1121         0.162  first_trace        3
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## 1599  0.1162005      109.1121         0.162  first_trace        3
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## 1604  0.1162005      109.1121         0.162  first_trace        3
## 1605  0.1162005      109.1121         0.162  first_trace        3
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## 1607  0.1162005      109.1121         0.162  first_trace        3
## 1608  0.1162005      109.1121         0.162  first_trace        3
## 1609  0.1162005      109.1121         0.162  first_trace        3
## 1610  0.1162005      109.1121         0.162  first_trace        3
## 1611  0.1162005      109.1121         0.162  first_trace        3
## 1612  0.1162005      109.1121         0.162  first_trace        3
## 1613  0.1162005      109.1121         0.162 second_trace        3
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## 1663  0.1162005      109.1121         0.162 second_trace        3
## 1664  0.1162005      109.1121         0.162         mif1        3
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## 1767  0.1162005      109.1121         0.162 second_trace        3
## 1768  0.1162005      109.1121         0.162         mif1        3
## 1769  0.1162005      109.1121         0.162        start        3
## 1770  0.1162005      109.1121         0.162  first_trace        3
## 1771  0.1162005      109.1121         0.162  first_trace        3
## 1772  0.1162005      109.1121         0.162  first_trace        3
## 1773  0.1162005      109.1121         0.162  first_trace        3
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## 1775  0.1162005      109.1121         0.162  first_trace        3
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## 1781  0.1162005      109.1121         0.162  first_trace        3
## 1782  0.1162005      109.1121         0.162  first_trace        3
## 1783  0.1162005      109.1121         0.162  first_trace        3
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## 1785  0.1162005      109.1121         0.162  first_trace        3
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## 1787  0.1162005      109.1121         0.162  first_trace        3
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## 1800  0.1162005      109.1121         0.162  first_trace        3
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## 1803  0.1162005      109.1121         0.162  first_trace        3
## 1804  0.1162005      109.1121         0.162  first_trace        3
## 1805  0.1162005      109.1121         0.162  first_trace        3
## 1806  0.1162005      109.1121         0.162  first_trace        3
## 1807  0.1162005      109.1121         0.162  first_trace        3
## 1808  0.1162005      109.1121         0.162  first_trace        3
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## 1810  0.1162005      109.1121         0.162  first_trace        3
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## 1814  0.1162005      109.1121         0.162  first_trace        3
## 1815  0.1162005      109.1121         0.162  first_trace        3
## 1816  0.1162005      109.1121         0.162  first_trace        3
## 1817  0.1162005      109.1121         0.162  first_trace        3
## 1818  0.1162005      109.1121         0.162  first_trace        3
## 1819  0.1162005      109.1121         0.162  first_trace        3
## 1820  0.1162005      109.1121         0.162  first_trace        3
## 1821  0.1162005      109.1121         0.162 second_trace        3
## 1822  0.1162005      109.1121         0.162 second_trace        3
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## 1830  0.1162005      109.1121         0.162 second_trace        3
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## 1840  0.1162005      109.1121         0.162 second_trace        3
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## 1848  0.1162005      109.1121         0.162 second_trace        3
## 1849  0.1162005      109.1121         0.162 second_trace        3
## 1850  0.1162005      109.1121         0.162 second_trace        3
## 1851  0.1162005      109.1121         0.162 second_trace        3
## 1852  0.1162005      109.1121         0.162 second_trace        3
## 1853  0.1162005      109.1121         0.162 second_trace        3
## 1854  0.1162005      109.1121         0.162 second_trace        3
## 1855  0.1162005      109.1121         0.162 second_trace        3
## 1856  0.1162005      109.1121         0.162 second_trace        3
## 1857  0.1162005      109.1121         0.162 second_trace        3
## 1858  0.1162005      109.1121         0.162 second_trace        3
## 1859  0.1162005      109.1121         0.162 second_trace        3
## 1860  0.1162005      109.1121         0.162 second_trace        3
## 1861  0.1162005      109.1121         0.162 second_trace        3
## 1862  0.1162005      109.1121         0.162 second_trace        3
## 1863  0.1162005      109.1121         0.162 second_trace        3
## 1864  0.1162005      109.1121         0.162 second_trace        3
## 1865  0.1162005      109.1121         0.162 second_trace        3
## 1866  0.1162005      109.1121         0.162 second_trace        3
## 1867  0.1162005      109.1121         0.162 second_trace        3
## 1868  0.1162005      109.1121         0.162 second_trace        3
## 1869  0.1162005      109.1121         0.162 second_trace        3
## 1870  0.1162005      109.1121         0.162 second_trace        3
## 1871  0.1162005      109.1121         0.162 second_trace        3
## 1872  0.1162005      109.1121         0.162         mif1        3
## 1873  0.1162005      109.1121         0.162        start        3
## 1874  0.1162005      109.1121         0.162  first_trace        3
## 1875  0.1162005      109.1121         0.162  first_trace        3
## 1876  0.1162005      109.1121         0.162  first_trace        3
## 1877  0.1162005      109.1121         0.162  first_trace        3
## 1878  0.1162005      109.1121         0.162  first_trace        3
## 1879  0.1162005      109.1121         0.162  first_trace        3
## 1880  0.1162005      109.1121         0.162  first_trace        3
## 1881  0.1162005      109.1121         0.162  first_trace        3
## 1882  0.1162005      109.1121         0.162  first_trace        3
## 1883  0.1162005      109.1121         0.162  first_trace        3
## 1884  0.1162005      109.1121         0.162  first_trace        3
## 1885  0.1162005      109.1121         0.162  first_trace        3
## 1886  0.1162005      109.1121         0.162  first_trace        3
## 1887  0.1162005      109.1121         0.162  first_trace        3
## 1888  0.1162005      109.1121         0.162  first_trace        3
## 1889  0.1162005      109.1121         0.162  first_trace        3
## 1890  0.1162005      109.1121         0.162  first_trace        3
## 1891  0.1162005      109.1121         0.162  first_trace        3
## 1892  0.1162005      109.1121         0.162  first_trace        3
## 1893  0.1162005      109.1121         0.162  first_trace        3
## 1894  0.1162005      109.1121         0.162  first_trace        3
## 1895  0.1162005      109.1121         0.162  first_trace        3
## 1896  0.1162005      109.1121         0.162  first_trace        3
## 1897  0.1162005      109.1121         0.162  first_trace        3
## 1898  0.1162005      109.1121         0.162  first_trace        3
## 1899  0.1162005      109.1121         0.162  first_trace        3
## 1900  0.1162005      109.1121         0.162  first_trace        3
## 1901  0.1162005      109.1121         0.162  first_trace        3
## 1902  0.1162005      109.1121         0.162  first_trace        3
## 1903  0.1162005      109.1121         0.162  first_trace        3
## 1904  0.1162005      109.1121         0.162  first_trace        3
## 1905  0.1162005      109.1121         0.162  first_trace        3
## 1906  0.1162005      109.1121         0.162  first_trace        3
## 1907  0.1162005      109.1121         0.162  first_trace        3
## 1908  0.1162005      109.1121         0.162  first_trace        3
## 1909  0.1162005      109.1121         0.162  first_trace        3
## 1910  0.1162005      109.1121         0.162  first_trace        3
## 1911  0.1162005      109.1121         0.162  first_trace        3
## 1912  0.1162005      109.1121         0.162  first_trace        3
## 1913  0.1162005      109.1121         0.162  first_trace        3
## 1914  0.1162005      109.1121         0.162  first_trace        3
## 1915  0.1162005      109.1121         0.162  first_trace        3
## 1916  0.1162005      109.1121         0.162  first_trace        3
## 1917  0.1162005      109.1121         0.162  first_trace        3
## 1918  0.1162005      109.1121         0.162  first_trace        3
## 1919  0.1162005      109.1121         0.162  first_trace        3
## 1920  0.1162005      109.1121         0.162  first_trace        3
## 1921  0.1162005      109.1121         0.162  first_trace        3
## 1922  0.1162005      109.1121         0.162  first_trace        3
## 1923  0.1162005      109.1121         0.162  first_trace        3
## 1924  0.1162005      109.1121         0.162  first_trace        3
## 1925  0.1162005      109.1121         0.162 second_trace        3
## 1926  0.1162005      109.1121         0.162 second_trace        3
## 1927  0.1162005      109.1121         0.162 second_trace        3
## 1928  0.1162005      109.1121         0.162 second_trace        3
## 1929  0.1162005      109.1121         0.162 second_trace        3
## 1930  0.1162005      109.1121         0.162 second_trace        3
## 1931  0.1162005      109.1121         0.162 second_trace        3
## 1932  0.1162005      109.1121         0.162 second_trace        3
## 1933  0.1162005      109.1121         0.162 second_trace        3
## 1934  0.1162005      109.1121         0.162 second_trace        3
## 1935  0.1162005      109.1121         0.162 second_trace        3
## 1936  0.1162005      109.1121         0.162 second_trace        3
## 1937  0.1162005      109.1121         0.162 second_trace        3
## 1938  0.1162005      109.1121         0.162 second_trace        3
## 1939  0.1162005      109.1121         0.162 second_trace        3
## 1940  0.1162005      109.1121         0.162 second_trace        3
## 1941  0.1162005      109.1121         0.162 second_trace        3
## 1942  0.1162005      109.1121         0.162 second_trace        3
## 1943  0.1162005      109.1121         0.162 second_trace        3
## 1944  0.1162005      109.1121         0.162 second_trace        3
## 1945  0.1162005      109.1121         0.162 second_trace        3
## 1946  0.1162005      109.1121         0.162 second_trace        3
## 1947  0.1162005      109.1121         0.162 second_trace        3
## 1948  0.1162005      109.1121         0.162 second_trace        3
## 1949  0.1162005      109.1121         0.162 second_trace        3
## 1950  0.1162005      109.1121         0.162 second_trace        3
## 1951  0.1162005      109.1121         0.162 second_trace        3
## 1952  0.1162005      109.1121         0.162 second_trace        3
## 1953  0.1162005      109.1121         0.162 second_trace        3
## 1954  0.1162005      109.1121         0.162 second_trace        3
## 1955  0.1162005      109.1121         0.162 second_trace        3
## 1956  0.1162005      109.1121         0.162 second_trace        3
## 1957  0.1162005      109.1121         0.162 second_trace        3
## 1958  0.1162005      109.1121         0.162 second_trace        3
## 1959  0.1162005      109.1121         0.162 second_trace        3
## 1960  0.1162005      109.1121         0.162 second_trace        3
## 1961  0.1162005      109.1121         0.162 second_trace        3
## 1962  0.1162005      109.1121         0.162 second_trace        3
## 1963  0.1162005      109.1121         0.162 second_trace        3
## 1964  0.1162005      109.1121         0.162 second_trace        3
## 1965  0.1162005      109.1121         0.162 second_trace        3
## 1966  0.1162005      109.1121         0.162 second_trace        3
## 1967  0.1162005      109.1121         0.162 second_trace        3
## 1968  0.1162005      109.1121         0.162 second_trace        3
## 1969  0.1162005      109.1121         0.162 second_trace        3
## 1970  0.1162005      109.1121         0.162 second_trace        3
## 1971  0.1162005      109.1121         0.162 second_trace        3
## 1972  0.1162005      109.1121         0.162 second_trace        3
## 1973  0.1162005      109.1121         0.162 second_trace        3
## 1974  0.1162005      109.1121         0.162 second_trace        3
## 1975  0.1162005      109.1121         0.162 second_trace        3
## 1976  0.1162005      109.1121         0.162         mif1        3
## 1977  0.1162005      109.1121         0.162        start        3
## 1978  0.1162005      109.1121         0.162  first_trace        3
## 1979  0.1162005      109.1121         0.162  first_trace        3
## 1980  0.1162005      109.1121         0.162  first_trace        3
## 1981  0.1162005      109.1121         0.162  first_trace        3
## 1982  0.1162005      109.1121         0.162  first_trace        3
## 1983  0.1162005      109.1121         0.162  first_trace        3
## 1984  0.1162005      109.1121         0.162  first_trace        3
## 1985  0.1162005      109.1121         0.162  first_trace        3
## 1986  0.1162005      109.1121         0.162  first_trace        3
## 1987  0.1162005      109.1121         0.162  first_trace        3
## 1988  0.1162005      109.1121         0.162  first_trace        3
## 1989  0.1162005      109.1121         0.162  first_trace        3
## 1990  0.1162005      109.1121         0.162  first_trace        3
## 1991  0.1162005      109.1121         0.162  first_trace        3
## 1992  0.1162005      109.1121         0.162  first_trace        3
## 1993  0.1162005      109.1121         0.162  first_trace        3
## 1994  0.1162005      109.1121         0.162  first_trace        3
## 1995  0.1162005      109.1121         0.162  first_trace        3
## 1996  0.1162005      109.1121         0.162  first_trace        3
## 1997  0.1162005      109.1121         0.162  first_trace        3
## 1998  0.1162005      109.1121         0.162  first_trace        3
## 1999  0.1162005      109.1121         0.162  first_trace        3
## 2000  0.1162005      109.1121         0.162  first_trace        3
## 2001  0.1162005      109.1121         0.162  first_trace        3
## 2002  0.1162005      109.1121         0.162  first_trace        3
## 2003  0.1162005      109.1121         0.162  first_trace        3
## 2004  0.1162005      109.1121         0.162  first_trace        3
## 2005  0.1162005      109.1121         0.162  first_trace        3
## 2006  0.1162005      109.1121         0.162  first_trace        3
## 2007  0.1162005      109.1121         0.162  first_trace        3
## 2008  0.1162005      109.1121         0.162  first_trace        3
## 2009  0.1162005      109.1121         0.162  first_trace        3
## 2010  0.1162005      109.1121         0.162  first_trace        3
## 2011  0.1162005      109.1121         0.162  first_trace        3
## 2012  0.1162005      109.1121         0.162  first_trace        3
## 2013  0.1162005      109.1121         0.162  first_trace        3
## 2014  0.1162005      109.1121         0.162  first_trace        3
## 2015  0.1162005      109.1121         0.162  first_trace        3
## 2016  0.1162005      109.1121         0.162  first_trace        3
## 2017  0.1162005      109.1121         0.162  first_trace        3
## 2018  0.1162005      109.1121         0.162  first_trace        3
## 2019  0.1162005      109.1121         0.162  first_trace        3
## 2020  0.1162005      109.1121         0.162  first_trace        3
## 2021  0.1162005      109.1121         0.162  first_trace        3
## 2022  0.1162005      109.1121         0.162  first_trace        3
## 2023  0.1162005      109.1121         0.162  first_trace        3
## 2024  0.1162005      109.1121         0.162  first_trace        3
## 2025  0.1162005      109.1121         0.162  first_trace        3
## 2026  0.1162005      109.1121         0.162  first_trace        3
## 2027  0.1162005      109.1121         0.162  first_trace        3
## 2028  0.1162005      109.1121         0.162  first_trace        3
## 2029  0.1162005      109.1121         0.162 second_trace        3
## 2030  0.1162005      109.1121         0.162 second_trace        3
## 2031  0.1162005      109.1121         0.162 second_trace        3
## 2032  0.1162005      109.1121         0.162 second_trace        3
## 2033  0.1162005      109.1121         0.162 second_trace        3
## 2034  0.1162005      109.1121         0.162 second_trace        3
## 2035  0.1162005      109.1121         0.162 second_trace        3
## 2036  0.1162005      109.1121         0.162 second_trace        3
## 2037  0.1162005      109.1121         0.162 second_trace        3
## 2038  0.1162005      109.1121         0.162 second_trace        3
## 2039  0.1162005      109.1121         0.162 second_trace        3
## 2040  0.1162005      109.1121         0.162 second_trace        3
## 2041  0.1162005      109.1121         0.162 second_trace        3
## 2042  0.1162005      109.1121         0.162 second_trace        3
## 2043  0.1162005      109.1121         0.162 second_trace        3
## 2044  0.1162005      109.1121         0.162 second_trace        3
## 2045  0.1162005      109.1121         0.162 second_trace        3
## 2046  0.1162005      109.1121         0.162 second_trace        3
## 2047  0.1162005      109.1121         0.162 second_trace        3
## 2048  0.1162005      109.1121         0.162 second_trace        3
## 2049  0.1162005      109.1121         0.162 second_trace        3
## 2050  0.1162005      109.1121         0.162 second_trace        3
## 2051  0.1162005      109.1121         0.162 second_trace        3
## 2052  0.1162005      109.1121         0.162 second_trace        3
## 2053  0.1162005      109.1121         0.162 second_trace        3
## 2054  0.1162005      109.1121         0.162 second_trace        3
## 2055  0.1162005      109.1121         0.162 second_trace        3
## 2056  0.1162005      109.1121         0.162 second_trace        3
## 2057  0.1162005      109.1121         0.162 second_trace        3
## 2058  0.1162005      109.1121         0.162 second_trace        3
## 2059  0.1162005      109.1121         0.162 second_trace        3
## 2060  0.1162005      109.1121         0.162 second_trace        3
## 2061  0.1162005      109.1121         0.162 second_trace        3
## 2062  0.1162005      109.1121         0.162 second_trace        3
## 2063  0.1162005      109.1121         0.162 second_trace        3
## 2064  0.1162005      109.1121         0.162 second_trace        3
## 2065  0.1162005      109.1121         0.162 second_trace        3
## 2066  0.1162005      109.1121         0.162 second_trace        3
## 2067  0.1162005      109.1121         0.162 second_trace        3
## 2068  0.1162005      109.1121         0.162 second_trace        3
## 2069  0.1162005      109.1121         0.162 second_trace        3
## 2070  0.1162005      109.1121         0.162 second_trace        3
## 2071  0.1162005      109.1121         0.162 second_trace        3
## 2072  0.1162005      109.1121         0.162 second_trace        3
## 2073  0.1162005      109.1121         0.162 second_trace        3
## 2074  0.1162005      109.1121         0.162 second_trace        3
## 2075  0.1162005      109.1121         0.162 second_trace        3
## 2076  0.1162005      109.1121         0.162 second_trace        3
## 2077  0.1162005      109.1121         0.162 second_trace        3
## 2078  0.1162005      109.1121         0.162 second_trace        3
## 2079  0.1162005      109.1121         0.162 second_trace        3
## 2080  0.1162005      109.1121         0.162         mif1        3
## 2081  0.1162005      109.1121         0.162        start        3
## 2082  0.1162005      109.1121         0.162  first_trace        3
## 2083  0.1162005      109.1121         0.162  first_trace        3
## 2084  0.1162005      109.1121         0.162  first_trace        3
## 2085  0.1162005      109.1121         0.162  first_trace        3
## 2086  0.1162005      109.1121         0.162  first_trace        3
## 2087  0.1162005      109.1121         0.162  first_trace        3
## 2088  0.1162005      109.1121         0.162  first_trace        3
## 2089  0.1162005      109.1121         0.162  first_trace        3
## 2090  0.1162005      109.1121         0.162  first_trace        3
## 2091  0.1162005      109.1121         0.162  first_trace        3
## 2092  0.1162005      109.1121         0.162  first_trace        3
## 2093  0.1162005      109.1121         0.162  first_trace        3
## 2094  0.1162005      109.1121         0.162  first_trace        3
## 2095  0.1162005      109.1121         0.162  first_trace        3
## 2096  0.1162005      109.1121         0.162  first_trace        3
## 2097  0.1162005      109.1121         0.162  first_trace        3
## 2098  0.1162005      109.1121         0.162  first_trace        3
## 2099  0.1162005      109.1121         0.162  first_trace        3
## 2100  0.1162005      109.1121         0.162  first_trace        3
## 2101  0.1162005      109.1121         0.162  first_trace        3
## 2102  0.1162005      109.1121         0.162  first_trace        3
## 2103  0.1162005      109.1121         0.162  first_trace        3
## 2104  0.1162005      109.1121         0.162  first_trace        3
## 2105  0.1162005      109.1121         0.162  first_trace        3
## 2106  0.1162005      109.1121         0.162  first_trace        3
## 2107  0.1162005      109.1121         0.162  first_trace        3
## 2108  0.1162005      109.1121         0.162  first_trace        3
## 2109  0.1162005      109.1121         0.162  first_trace        3
## 2110  0.1162005      109.1121         0.162  first_trace        3
## 2111  0.1162005      109.1121         0.162  first_trace        3
## 2112  0.1162005      109.1121         0.162  first_trace        3
## 2113  0.1162005      109.1121         0.162  first_trace        3
## 2114  0.1162005      109.1121         0.162  first_trace        3
## 2115  0.1162005      109.1121         0.162  first_trace        3
## 2116  0.1162005      109.1121         0.162  first_trace        3
## 2117  0.1162005      109.1121         0.162  first_trace        3
## 2118  0.1162005      109.1121         0.162  first_trace        3
## 2119  0.1162005      109.1121         0.162  first_trace        3
## 2120  0.1162005      109.1121         0.162  first_trace        3
## 2121  0.1162005      109.1121         0.162  first_trace        3
## 2122  0.1162005      109.1121         0.162  first_trace        3
## 2123  0.1162005      109.1121         0.162  first_trace        3
## 2124  0.1162005      109.1121         0.162  first_trace        3
## 2125  0.1162005      109.1121         0.162  first_trace        3
## 2126  0.1162005      109.1121         0.162  first_trace        3
## 2127  0.1162005      109.1121         0.162  first_trace        3
## 2128  0.1162005      109.1121         0.162  first_trace        3
## 2129  0.1162005      109.1121         0.162  first_trace        3
## 2130  0.1162005      109.1121         0.162  first_trace        3
## 2131  0.1162005      109.1121         0.162  first_trace        3
## 2132  0.1162005      109.1121         0.162  first_trace        3
## 2133  0.1162005      109.1121         0.162 second_trace        3
## 2134  0.1162005      109.1121         0.162 second_trace        3
## 2135  0.1162005      109.1121         0.162 second_trace        3
## 2136  0.1162005      109.1121         0.162 second_trace        3
## 2137  0.1162005      109.1121         0.162 second_trace        3
## 2138  0.1162005      109.1121         0.162 second_trace        3
## 2139  0.1162005      109.1121         0.162 second_trace        3
## 2140  0.1162005      109.1121         0.162 second_trace        3
## 2141  0.1162005      109.1121         0.162 second_trace        3
## 2142  0.1162005      109.1121         0.162 second_trace        3
## 2143  0.1162005      109.1121         0.162 second_trace        3
## 2144  0.1162005      109.1121         0.162 second_trace        3
## 2145  0.1162005      109.1121         0.162 second_trace        3
## 2146  0.1162005      109.1121         0.162 second_trace        3
## 2147  0.1162005      109.1121         0.162 second_trace        3
## 2148  0.1162005      109.1121         0.162 second_trace        3
## 2149  0.1162005      109.1121         0.162 second_trace        3
## 2150  0.1162005      109.1121         0.162 second_trace        3
## 2151  0.1162005      109.1121         0.162 second_trace        3
## 2152  0.1162005      109.1121         0.162 second_trace        3
## 2153  0.1162005      109.1121         0.162 second_trace        3
## 2154  0.1162005      109.1121         0.162 second_trace        3
## 2155  0.1162005      109.1121         0.162 second_trace        3
## 2156  0.1162005      109.1121         0.162 second_trace        3
## 2157  0.1162005      109.1121         0.162 second_trace        3
## 2158  0.1162005      109.1121         0.162 second_trace        3
## 2159  0.1162005      109.1121         0.162 second_trace        3
## 2160  0.1162005      109.1121         0.162 second_trace        3
## 2161  0.1162005      109.1121         0.162 second_trace        3
## 2162  0.1162005      109.1121         0.162 second_trace        3
## 2163  0.1162005      109.1121         0.162 second_trace        3
## 2164  0.1162005      109.1121         0.162 second_trace        3
## 2165  0.1162005      109.1121         0.162 second_trace        3
## 2166  0.1162005      109.1121         0.162 second_trace        3
## 2167  0.1162005      109.1121         0.162 second_trace        3
## 2168  0.1162005      109.1121         0.162 second_trace        3
## 2169  0.1162005      109.1121         0.162 second_trace        3
## 2170  0.1162005      109.1121         0.162 second_trace        3
## 2171  0.1162005      109.1121         0.162 second_trace        3
## 2172  0.1162005      109.1121         0.162 second_trace        3
## 2173  0.1162005      109.1121         0.162 second_trace        3
## 2174  0.1162005      109.1121         0.162 second_trace        3
## 2175  0.1162005      109.1121         0.162 second_trace        3
## 2176  0.1162005      109.1121         0.162 second_trace        3
## 2177  0.1162005      109.1121         0.162 second_trace        3
## 2178  0.1162005      109.1121         0.162 second_trace        3
## 2179  0.1162005      109.1121         0.162 second_trace        3
## 2180  0.1162005      109.1121         0.162 second_trace        3
## 2181  0.1162005      109.1121         0.162 second_trace        3
## 2182  0.1162005      109.1121         0.162 second_trace        3
## 2183  0.1162005      109.1121         0.162 second_trace        3
## 2184  0.1162005      109.1121         0.162         mif1        3
## 2185  0.1162005      109.1121         0.162        start        3
## 2186  0.1162005      109.1121         0.162  first_trace        3
## 2187  0.1162005      109.1121         0.162  first_trace        3
## 2188  0.1162005      109.1121         0.162  first_trace        3
## 2189  0.1162005      109.1121         0.162  first_trace        3
## 2190  0.1162005      109.1121         0.162  first_trace        3
## 2191  0.1162005      109.1121         0.162  first_trace        3
## 2192  0.1162005      109.1121         0.162  first_trace        3
## 2193  0.1162005      109.1121         0.162  first_trace        3
## 2194  0.1162005      109.1121         0.162  first_trace        3
## 2195  0.1162005      109.1121         0.162  first_trace        3
## 2196  0.1162005      109.1121         0.162  first_trace        3
## 2197  0.1162005      109.1121         0.162  first_trace        3
## 2198  0.1162005      109.1121         0.162  first_trace        3
## 2199  0.1162005      109.1121         0.162  first_trace        3
## 2200  0.1162005      109.1121         0.162  first_trace        3
## 2201  0.1162005      109.1121         0.162  first_trace        3
## 2202  0.1162005      109.1121         0.162  first_trace        3
## 2203  0.1162005      109.1121         0.162  first_trace        3
## 2204  0.1162005      109.1121         0.162  first_trace        3
## 2205  0.1162005      109.1121         0.162  first_trace        3
## 2206  0.1162005      109.1121         0.162  first_trace        3
## 2207  0.1162005      109.1121         0.162  first_trace        3
## 2208  0.1162005      109.1121         0.162  first_trace        3
## 2209  0.1162005      109.1121         0.162  first_trace        3
## 2210  0.1162005      109.1121         0.162  first_trace        3
## 2211  0.1162005      109.1121         0.162  first_trace        3
## 2212  0.1162005      109.1121         0.162  first_trace        3
## 2213  0.1162005      109.1121         0.162  first_trace        3
## 2214  0.1162005      109.1121         0.162  first_trace        3
## 2215  0.1162005      109.1121         0.162  first_trace        3
## 2216  0.1162005      109.1121         0.162  first_trace        3
## 2217  0.1162005      109.1121         0.162  first_trace        3
## 2218  0.1162005      109.1121         0.162  first_trace        3
## 2219  0.1162005      109.1121         0.162  first_trace        3
## 2220  0.1162005      109.1121         0.162  first_trace        3
## 2221  0.1162005      109.1121         0.162  first_trace        3
## 2222  0.1162005      109.1121         0.162  first_trace        3
## 2223  0.1162005      109.1121         0.162  first_trace        3
## 2224  0.1162005      109.1121         0.162  first_trace        3
## 2225  0.1162005      109.1121         0.162  first_trace        3
## 2226  0.1162005      109.1121         0.162  first_trace        3
## 2227  0.1162005      109.1121         0.162  first_trace        3
## 2228  0.1162005      109.1121         0.162  first_trace        3
## 2229  0.1162005      109.1121         0.162  first_trace        3
## 2230  0.1162005      109.1121         0.162  first_trace        3
## 2231  0.1162005      109.1121         0.162  first_trace        3
## 2232  0.1162005      109.1121         0.162  first_trace        3
## 2233  0.1162005      109.1121         0.162  first_trace        3
## 2234  0.1162005      109.1121         0.162  first_trace        3
## 2235  0.1162005      109.1121         0.162  first_trace        3
## 2236  0.1162005      109.1121         0.162  first_trace        3
## 2237  0.1162005      109.1121         0.162 second_trace        3
## 2238  0.1162005      109.1121         0.162 second_trace        3
## 2239  0.1162005      109.1121         0.162 second_trace        3
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## 2258  0.1162005      109.1121         0.162 second_trace        3
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## 2268  0.1162005      109.1121         0.162 second_trace        3
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## 2270  0.1162005      109.1121         0.162 second_trace        3
## 2271  0.1162005      109.1121         0.162 second_trace        3
## 2272  0.1162005      109.1121         0.162 second_trace        3
## 2273  0.1162005      109.1121         0.162 second_trace        3
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## 2275  0.1162005      109.1121         0.162 second_trace        3
## 2276  0.1162005      109.1121         0.162 second_trace        3
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## 2278  0.1162005      109.1121         0.162 second_trace        3
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## 2287  0.1162005      109.1121         0.162 second_trace        3
## 2288  0.1162005      109.1121         0.162         mif1        3
## 2289  0.1162005      109.1121         0.162        start        3
## 2290  0.1162005      109.1121         0.162  first_trace        3
## 2291  0.1162005      109.1121         0.162  first_trace        3
## 2292  0.1162005      109.1121         0.162  first_trace        3
## 2293  0.1162005      109.1121         0.162  first_trace        3
## 2294  0.1162005      109.1121         0.162  first_trace        3
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## 2301  0.1162005      109.1121         0.162  first_trace        3
## 2302  0.1162005      109.1121         0.162  first_trace        3
## 2303  0.1162005      109.1121         0.162  first_trace        3
## 2304  0.1162005      109.1121         0.162  first_trace        3
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## 2307  0.1162005      109.1121         0.162  first_trace        3
## 2308  0.1162005      109.1121         0.162  first_trace        3
## 2309  0.1162005      109.1121         0.162  first_trace        3
## 2310  0.1162005      109.1121         0.162  first_trace        3
## 2311  0.1162005      109.1121         0.162  first_trace        3
## 2312  0.1162005      109.1121         0.162  first_trace        3
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## 2341  0.1162005      109.1121         0.162 second_trace        3
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## 2391  0.1162005      109.1121         0.162 second_trace        3
## 2392  0.1162005      109.1121         0.162         mif1        3
## 2393  0.1162005      109.1121         0.162        start        3
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## 2407  0.1162005      109.1121         0.162  first_trace        3
## 2408  0.1162005      109.1121         0.162  first_trace        3
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## 2430  0.1162005      109.1121         0.162  first_trace        3
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## 2445  0.1162005      109.1121         0.162 second_trace        3
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## 2495  0.1162005      109.1121         0.162 second_trace        3
## 2496  0.1162005      109.1121         0.162         mif1        3
## 2497  0.1162005      109.1121         0.162        start        3
## 2498  0.1162005      109.1121         0.162  first_trace        3
## 2499  0.1162005      109.1121         0.162  first_trace        3
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## 2504  0.1162005      109.1121         0.162  first_trace        3
## 2505  0.1162005      109.1121         0.162  first_trace        3
## 2506  0.1162005      109.1121         0.162  first_trace        3
## 2507  0.1162005      109.1121         0.162  first_trace        3
## 2508  0.1162005      109.1121         0.162  first_trace        3
## 2509  0.1162005      109.1121         0.162  first_trace        3
## 2510  0.1162005      109.1121         0.162  first_trace        3
## 2511  0.1162005      109.1121         0.162  first_trace        3
## 2512  0.1162005      109.1121         0.162  first_trace        3
## 2513  0.1162005      109.1121         0.162  first_trace        3
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## 2515  0.1162005      109.1121         0.162  first_trace        3
## 2516  0.1162005      109.1121         0.162  first_trace        3
## 2517  0.1162005      109.1121         0.162  first_trace        3
## 2518  0.1162005      109.1121         0.162  first_trace        3
## 2519  0.1162005      109.1121         0.162  first_trace        3
## 2520  0.1162005      109.1121         0.162  first_trace        3
## 2521  0.1162005      109.1121         0.162  first_trace        3
## 2522  0.1162005      109.1121         0.162  first_trace        3
## 2523  0.1162005      109.1121         0.162  first_trace        3
## 2524  0.1162005      109.1121         0.162  first_trace        3
## 2525  0.1162005      109.1121         0.162  first_trace        3
## 2526  0.1162005      109.1121         0.162  first_trace        3
## 2527  0.1162005      109.1121         0.162  first_trace        3
## 2528  0.1162005      109.1121         0.162  first_trace        3
## 2529  0.1162005      109.1121         0.162  first_trace        3
## 2530  0.1162005      109.1121         0.162  first_trace        3
## 2531  0.1162005      109.1121         0.162  first_trace        3
## 2532  0.1162005      109.1121         0.162  first_trace        3
## 2533  0.1162005      109.1121         0.162  first_trace        3
## 2534  0.1162005      109.1121         0.162  first_trace        3
## 2535  0.1162005      109.1121         0.162  first_trace        3
## 2536  0.1162005      109.1121         0.162  first_trace        3
## 2537  0.1162005      109.1121         0.162  first_trace        3
## 2538  0.1162005      109.1121         0.162  first_trace        3
## 2539  0.1162005      109.1121         0.162  first_trace        3
## 2540  0.1162005      109.1121         0.162  first_trace        3
## 2541  0.1162005      109.1121         0.162  first_trace        3
## 2542  0.1162005      109.1121         0.162  first_trace        3
## 2543  0.1162005      109.1121         0.162  first_trace        3
## 2544  0.1162005      109.1121         0.162  first_trace        3
## 2545  0.1162005      109.1121         0.162  first_trace        3
## 2546  0.1162005      109.1121         0.162  first_trace        3
## 2547  0.1162005      109.1121         0.162  first_trace        3
## 2548  0.1162005      109.1121         0.162  first_trace        3
## 2549  0.1162005      109.1121         0.162 second_trace        3
## 2550  0.1162005      109.1121         0.162 second_trace        3
## 2551  0.1162005      109.1121         0.162 second_trace        3
## 2552  0.1162005      109.1121         0.162 second_trace        3
## 2553  0.1162005      109.1121         0.162 second_trace        3
## 2554  0.1162005      109.1121         0.162 second_trace        3
## 2555  0.1162005      109.1121         0.162 second_trace        3
## 2556  0.1162005      109.1121         0.162 second_trace        3
## 2557  0.1162005      109.1121         0.162 second_trace        3
## 2558  0.1162005      109.1121         0.162 second_trace        3
## 2559  0.1162005      109.1121         0.162 second_trace        3
## 2560  0.1162005      109.1121         0.162 second_trace        3
## 2561  0.1162005      109.1121         0.162 second_trace        3
## 2562  0.1162005      109.1121         0.162 second_trace        3
## 2563  0.1162005      109.1121         0.162 second_trace        3
## 2564  0.1162005      109.1121         0.162 second_trace        3
## 2565  0.1162005      109.1121         0.162 second_trace        3
## 2566  0.1162005      109.1121         0.162 second_trace        3
## 2567  0.1162005      109.1121         0.162 second_trace        3
## 2568  0.1162005      109.1121         0.162 second_trace        3
## 2569  0.1162005      109.1121         0.162 second_trace        3
## 2570  0.1162005      109.1121         0.162 second_trace        3
## 2571  0.1162005      109.1121         0.162 second_trace        3
## 2572  0.1162005      109.1121         0.162 second_trace        3
## 2573  0.1162005      109.1121         0.162 second_trace        3
## 2574  0.1162005      109.1121         0.162 second_trace        3
## 2575  0.1162005      109.1121         0.162 second_trace        3
## 2576  0.1162005      109.1121         0.162 second_trace        3
## 2577  0.1162005      109.1121         0.162 second_trace        3
## 2578  0.1162005      109.1121         0.162 second_trace        3
## 2579  0.1162005      109.1121         0.162 second_trace        3
## 2580  0.1162005      109.1121         0.162 second_trace        3
## 2581  0.1162005      109.1121         0.162 second_trace        3
## 2582  0.1162005      109.1121         0.162 second_trace        3
## 2583  0.1162005      109.1121         0.162 second_trace        3
## 2584  0.1162005      109.1121         0.162 second_trace        3
## 2585  0.1162005      109.1121         0.162 second_trace        3
## 2586  0.1162005      109.1121         0.162 second_trace        3
## 2587  0.1162005      109.1121         0.162 second_trace        3
## 2588  0.1162005      109.1121         0.162 second_trace        3
## 2589  0.1162005      109.1121         0.162 second_trace        3
## 2590  0.1162005      109.1121         0.162 second_trace        3
## 2591  0.1162005      109.1121         0.162 second_trace        3
## 2592  0.1162005      109.1121         0.162 second_trace        3
## 2593  0.1162005      109.1121         0.162 second_trace        3
## 2594  0.1162005      109.1121         0.162 second_trace        3
## 2595  0.1162005      109.1121         0.162 second_trace        3
## 2596  0.1162005      109.1121         0.162 second_trace        3
## 2597  0.1162005      109.1121         0.162 second_trace        3
## 2598  0.1162005      109.1121         0.162 second_trace        3
## 2599  0.1162005      109.1121         0.162 second_trace        3
## 2600  0.1162005      109.1121         0.162         mif1        3
## 2601  0.1162005      109.1121         0.162        start        3
## 2602  0.1162005      109.1121         0.162  first_trace        3
## 2603  0.1162005      109.1121         0.162  first_trace        3
## 2604  0.1162005      109.1121         0.162  first_trace        3
## 2605  0.1162005      109.1121         0.162  first_trace        3
## 2606  0.1162005      109.1121         0.162  first_trace        3
## 2607  0.1162005      109.1121         0.162  first_trace        3
## 2608  0.1162005      109.1121         0.162  first_trace        3
## 2609  0.1162005      109.1121         0.162  first_trace        3
## 2610  0.1162005      109.1121         0.162  first_trace        3
## 2611  0.1162005      109.1121         0.162  first_trace        3
## 2612  0.1162005      109.1121         0.162  first_trace        3
## 2613  0.1162005      109.1121         0.162  first_trace        3
## 2614  0.1162005      109.1121         0.162  first_trace        3
## 2615  0.1162005      109.1121         0.162  first_trace        3
## 2616  0.1162005      109.1121         0.162  first_trace        3
## 2617  0.1162005      109.1121         0.162  first_trace        3
## 2618  0.1162005      109.1121         0.162  first_trace        3
## 2619  0.1162005      109.1121         0.162  first_trace        3
## 2620  0.1162005      109.1121         0.162  first_trace        3
## 2621  0.1162005      109.1121         0.162  first_trace        3
## 2622  0.1162005      109.1121         0.162  first_trace        3
## 2623  0.1162005      109.1121         0.162  first_trace        3
## 2624  0.1162005      109.1121         0.162  first_trace        3
## 2625  0.1162005      109.1121         0.162  first_trace        3
## 2626  0.1162005      109.1121         0.162  first_trace        3
## 2627  0.1162005      109.1121         0.162  first_trace        3
## 2628  0.1162005      109.1121         0.162  first_trace        3
## 2629  0.1162005      109.1121         0.162  first_trace        3
## 2630  0.1162005      109.1121         0.162  first_trace        3
## 2631  0.1162005      109.1121         0.162  first_trace        3
## 2632  0.1162005      109.1121         0.162  first_trace        3
## 2633  0.1162005      109.1121         0.162  first_trace        3
## 2634  0.1162005      109.1121         0.162  first_trace        3
## 2635  0.1162005      109.1121         0.162  first_trace        3
## 2636  0.1162005      109.1121         0.162  first_trace        3
## 2637  0.1162005      109.1121         0.162  first_trace        3
## 2638  0.1162005      109.1121         0.162  first_trace        3
## 2639  0.1162005      109.1121         0.162  first_trace        3
## 2640  0.1162005      109.1121         0.162  first_trace        3
## 2641  0.1162005      109.1121         0.162  first_trace        3
## 2642  0.1162005      109.1121         0.162  first_trace        3
## 2643  0.1162005      109.1121         0.162  first_trace        3
## 2644  0.1162005      109.1121         0.162  first_trace        3
## 2645  0.1162005      109.1121         0.162  first_trace        3
## 2646  0.1162005      109.1121         0.162  first_trace        3
## 2647  0.1162005      109.1121         0.162  first_trace        3
## 2648  0.1162005      109.1121         0.162  first_trace        3
## 2649  0.1162005      109.1121         0.162  first_trace        3
## 2650  0.1162005      109.1121         0.162  first_trace        3
## 2651  0.1162005      109.1121         0.162  first_trace        3
## 2652  0.1162005      109.1121         0.162  first_trace        3
## 2653  0.1162005      109.1121         0.162 second_trace        3
## 2654  0.1162005      109.1121         0.162 second_trace        3
## 2655  0.1162005      109.1121         0.162 second_trace        3
## 2656  0.1162005      109.1121         0.162 second_trace        3
## 2657  0.1162005      109.1121         0.162 second_trace        3
## 2658  0.1162005      109.1121         0.162 second_trace        3
## 2659  0.1162005      109.1121         0.162 second_trace        3
## 2660  0.1162005      109.1121         0.162 second_trace        3
## 2661  0.1162005      109.1121         0.162 second_trace        3
## 2662  0.1162005      109.1121         0.162 second_trace        3
## 2663  0.1162005      109.1121         0.162 second_trace        3
## 2664  0.1162005      109.1121         0.162 second_trace        3
## 2665  0.1162005      109.1121         0.162 second_trace        3
## 2666  0.1162005      109.1121         0.162 second_trace        3
## 2667  0.1162005      109.1121         0.162 second_trace        3
## 2668  0.1162005      109.1121         0.162 second_trace        3
## 2669  0.1162005      109.1121         0.162 second_trace        3
## 2670  0.1162005      109.1121         0.162 second_trace        3
## 2671  0.1162005      109.1121         0.162 second_trace        3
## 2672  0.1162005      109.1121         0.162 second_trace        3
## 2673  0.1162005      109.1121         0.162 second_trace        3
## 2674  0.1162005      109.1121         0.162 second_trace        3
## 2675  0.1162005      109.1121         0.162 second_trace        3
## 2676  0.1162005      109.1121         0.162 second_trace        3
## 2677  0.1162005      109.1121         0.162 second_trace        3
## 2678  0.1162005      109.1121         0.162 second_trace        3
## 2679  0.1162005      109.1121         0.162 second_trace        3
## 2680  0.1162005      109.1121         0.162 second_trace        3
## 2681  0.1162005      109.1121         0.162 second_trace        3
## 2682  0.1162005      109.1121         0.162 second_trace        3
## 2683  0.1162005      109.1121         0.162 second_trace        3
## 2684  0.1162005      109.1121         0.162 second_trace        3
## 2685  0.1162005      109.1121         0.162 second_trace        3
## 2686  0.1162005      109.1121         0.162 second_trace        3
## 2687  0.1162005      109.1121         0.162 second_trace        3
## 2688  0.1162005      109.1121         0.162 second_trace        3
## 2689  0.1162005      109.1121         0.162 second_trace        3
## 2690  0.1162005      109.1121         0.162 second_trace        3
## 2691  0.1162005      109.1121         0.162 second_trace        3
## 2692  0.1162005      109.1121         0.162 second_trace        3
## 2693  0.1162005      109.1121         0.162 second_trace        3
## 2694  0.1162005      109.1121         0.162 second_trace        3
## 2695  0.1162005      109.1121         0.162 second_trace        3
## 2696  0.1162005      109.1121         0.162 second_trace        3
## 2697  0.1162005      109.1121         0.162 second_trace        3
## 2698  0.1162005      109.1121         0.162 second_trace        3
## 2699  0.1162005      109.1121         0.162 second_trace        3
## 2700  0.1162005      109.1121         0.162 second_trace        3
## 2701  0.1162005      109.1121         0.162 second_trace        3
## 2702  0.1162005      109.1121         0.162 second_trace        3
##       param_index      loglik nfail trace_num  loglist.se
## 1               1          NA    NA        NA          NA
## 2               1   -814.9490     0         1          NA
## 3               1   -741.9690     0         2          NA
## 4               1   -737.5145     0         3          NA
## 5               1   -730.2055     0         4          NA
## 6               1   -729.4946     0         5          NA
## 7               1   -724.7050     0         6          NA
## 8               1   -722.0513     0         7          NA
## 9               1   -721.9451     0         8          NA
## 10              1   -718.9500     0         9          NA
## 11              1   -722.1724     0        10          NA
## 12              1   -713.2659     0        11          NA
## 13              1   -713.9258     0        12          NA
## 14              1   -718.7385     0        13          NA
## 15              1   -718.9623     0        14          NA
## 16              1   -717.2684     0        15          NA
## 17              1   -717.9285     0        16          NA
## 18              1   -715.3372     0        17          NA
## 19              1   -713.9264     0        18          NA
## 20              1   -711.4461     0        19          NA
## 21              1   -717.9160     0        20          NA
## 22              1   -715.7212     0        21          NA
## 23              1   -705.6081     0        22          NA
## 24              1   -709.4713     0        23          NA
## 25              1   -713.6528     0        24          NA
## 26              1   -706.6063     0        25          NA
## 27              1   -713.5184     0        26          NA
## 28              1   -709.2851     0        27          NA
## 29              1   -713.4549     0        28          NA
## 30              1   -707.1889     0        29          NA
## 31              1   -710.1406     0        30          NA
## 32              1   -706.8141     0        31          NA
## 33              1   -705.4065     0        32          NA
## 34              1   -699.6520     0        33          NA
## 35              1   -701.4447     0        34          NA
## 36              1   -697.9902     0        35          NA
## 37              1   -708.8679     0        36          NA
## 38              1   -704.9215     0        37          NA
## 39              1   -702.6916     0        38          NA
## 40              1   -700.4092     0        39          NA
## 41              1   -702.8248     0        40          NA
## 42              1   -699.4698     0        41          NA
## 43              1   -703.3694     0        42          NA
## 44              1   -697.4507     0        43          NA
## 45              1   -695.7060     0        44          NA
## 46              1   -696.8328     0        45          NA
## 47              1   -703.5323     0        46          NA
## 48              1   -695.4627     0        47          NA
## 49              1   -689.1364     0        48          NA
## 50              1   -692.2804     0        49          NA
## 51              1   -687.9484     0        50          NA
## 52              1          NA    NA        51          NA
## 53              1   -681.0616     0         1          NA
## 54              1   -687.4983     0         2          NA
## 55              1   -678.6905     0         3          NA
## 56              1   -672.5336     0         4          NA
## 57              1   -663.9338     0         5          NA
## 58              1   -652.5539     0         6          NA
## 59              1   -651.5497     0         7          NA
## 60              1   -649.0261     0         8          NA
## 61              1   -647.4225     0         9          NA
## 62              1   -647.8029     0        10          NA
## 63              1   -647.0058     0        11          NA
## 64              1   -647.4955     0        12          NA
## 65              1   -646.8488     0        13          NA
## 66              1   -647.3154     0        14          NA
## 67              1   -647.3599     0        15          NA
## 68              1   -646.9331     0        16          NA
## 69              1   -647.4228     0        17          NA
## 70              1   -646.6268     0        18          NA
## 71              1   -646.0556     0        19          NA
## 72              1   -647.1423     0        20          NA
## 73              1   -646.6342     0        21          NA
## 74              1   -647.3353     0        22          NA
## 75              1   -646.8583     0        23          NA
## 76              1   -646.0554     0        24          NA
## 77              1   -646.8496     0        25          NA
## 78              1   -646.0221     0        26          NA
## 79              1   -646.4502     0        27          NA
## 80              1   -645.5944     0        28          NA
## 81              1   -645.8163     0        29          NA
## 82              1   -646.0344     0        30          NA
## 83              1   -645.7952     0        31          NA
## 84              1   -646.3882     0        32          NA
## 85              1   -646.0836     0        33          NA
## 86              1   -645.7667     0        34          NA
## 87              1   -646.3811     0        35          NA
## 88              1   -645.7946     0        36          NA
## 89              1   -645.8730     0        37          NA
## 90              1   -645.9752     0        38          NA
## 91              1   -645.1426     0        39          NA
## 92              1   -646.3844     0        40          NA
## 93              1   -645.2932     0        41          NA
## 94              1   -645.4100     0        42          NA
## 95              1   -646.0657     0        43          NA
## 96              1   -645.2129     0        44          NA
## 97              1   -645.9080     0        45          NA
## 98              1   -644.5570     0        46          NA
## 99              1   -644.4625     0        47          NA
## 100             1   -644.2526     0        48          NA
## 101             1   -644.4783     0        49          NA
## 102             1   -644.8741     0        50          NA
## 103             1          NA    NA        51          NA
## 104             1   -642.2807    NA        NA 0.022995809
## 105             2          NA    NA        NA          NA
## 106             2   -769.9180     0         1          NA
## 107             2   -730.0827     0         2          NA
## 108             2   -695.3277     0         3          NA
## 109             2   -665.4697     0         4          NA
## 110             2   -655.3378     0         5          NA
## 111             2   -654.4638     0         6          NA
## 112             2   -649.3643     0         7          NA
## 113             2   -647.0678     0         8          NA
## 114             2   -646.6247     0         9          NA
## 115             2   -645.3481     0        10          NA
## 116             2   -644.2167     0        11          NA
## 117             2   -644.4003     0        12          NA
## 118             2   -642.9447     0        13          NA
## 119             2   -641.7674     0        14          NA
## 120             2   -641.8503     0        15          NA
## 121             2   -640.6733     0        16          NA
## 122             2   -640.7428     0        17          NA
## 123             2   -640.2174     0        18          NA
## 124             2   -640.6864     0        19          NA
## 125             2   -641.1271     0        20          NA
## 126             2   -641.0061     0        21          NA
## 127             2   -641.1991     0        22          NA
## 128             2   -640.9345     0        23          NA
## 129             2   -640.9240     0        24          NA
## 130             2   -640.2168     0        25          NA
## 131             2   -640.6817     0        26          NA
## 132             2   -640.3157     0        27          NA
## 133             2   -640.4231     0        28          NA
## 134             2   -640.3857     0        29          NA
## 135             2   -640.5303     0        30          NA
## 136             2   -639.8117     0        31          NA
## 137             2   -639.8064     0        32          NA
## 138             2   -639.6857     0        33          NA
## 139             2   -639.7146     0        34          NA
## 140             2   -639.6766     0        35          NA
## 141             2   -639.9937     0        36          NA
## 142             2   -639.7753     0        37          NA
## 143             2   -639.9291     0        38          NA
## 144             2   -639.0807     0        39          NA
## 145             2   -639.8268     0        40          NA
## 146             2   -639.4668     0        41          NA
## 147             2   -639.4558     0        42          NA
## 148             2   -639.2576     0        43          NA
## 149             2   -639.1901     0        44          NA
## 150             2   -639.5285     0        45          NA
## 151             2   -639.5748     0        46          NA
## 152             2   -639.7893     0        47          NA
## 153             2   -639.5563     0        48          NA
## 154             2   -639.0379     0        49          NA
## 155             2   -639.0474     0        50          NA
## 156             2          NA    NA        51          NA
## 157             2   -638.6364     0         1          NA
## 158             2   -640.6476     0         2          NA
## 159             2   -640.4089     0         3          NA
## 160             2   -640.7171     0         4          NA
## 161             2   -640.2123     0         5          NA
## 162             2   -639.7747     0         6          NA
## 163             2   -640.8047     0         7          NA
## 164             2   -640.1019     0         8          NA
## 165             2   -640.0427     0         9          NA
## 166             2   -640.0002     0        10          NA
## 167             2   -640.0261     0        11          NA
## 168             2   -639.4090     0        12          NA
## 169             2   -638.7256     0        13          NA
## 170             2   -638.9592     0        14          NA
## 171             2   -639.1998     0        15          NA
## 172             2   -639.1995     0        16          NA
## 173             2   -639.0936     0        17          NA
## 174             2   -638.6911     0        18          NA
## 175             2   -638.6341     0        19          NA
## 176             2   -638.9262     0        20          NA
## 177             2   -638.5971     0        21          NA
## 178             2   -638.6292     0        22          NA
## 179             2   -638.4082     0        23          NA
## 180             2   -638.3338     0        24          NA
## 181             2   -638.2193     0        25          NA
## 182             2   -637.9796     0        26          NA
## 183             2   -637.8878     0        27          NA
## 184             2   -638.3653     0        28          NA
## 185             2   -638.1472     0        29          NA
## 186             2   -637.9095     0        30          NA
## 187             2   -637.9014     0        31          NA
## 188             2   -637.8001     0        32          NA
## 189             2   -637.8711     0        33          NA
## 190             2   -637.4313     0        34          NA
## 191             2   -637.4031     0        35          NA
## 192             2   -637.3544     0        36          NA
## 193             2   -637.3857     0        37          NA
## 194             2   -637.4913     0        38          NA
## 195             2   -637.3808     0        39          NA
## 196             2   -637.1840     0        40          NA
## 197             2   -637.0588     0        41          NA
## 198             2   -637.2535     0        42          NA
## 199             2   -636.9368     0        43          NA
## 200             2   -636.9907     0        44          NA
## 201             2   -636.8813     0        45          NA
## 202             2   -636.6770     0        46          NA
## 203             2   -636.4836     0        47          NA
## 204             2   -636.5535     0        48          NA
## 205             2   -636.6215     0        49          NA
## 206             2   -636.2734     0        50          NA
## 207             2          NA    NA        51          NA
## 208             2   -632.6169    NA        NA 0.009518474
## 209             3          NA    NA        NA          NA
## 210             3        -Inf    72         1          NA
## 211             3        -Inf    69         2          NA
## 212             3  -6714.8918     0         3          NA
## 213             3   -932.8371     0         4          NA
## 214             3   -773.7168     0         5          NA
## 215             3   -687.9330     0         6          NA
## 216             3   -660.9069     0         7          NA
## 217             3   -643.1554     0         8          NA
## 218             3   -642.2445     0         9          NA
## 219             3   -642.5635     0        10          NA
## 220             3   -641.9134     0        11          NA
## 221             3   -642.7289     0        12          NA
## 222             3   -641.0674     0        13          NA
## 223             3   -642.1007     0        14          NA
## 224             3   -641.1844     0        15          NA
## 225             3   -640.9030     0        16          NA
## 226             3   -640.6406     0        17          NA
## 227             3   -640.5389     0        18          NA
## 228             3   -641.3170     0        19          NA
## 229             3   -641.5187     0        20          NA
## 230             3   -640.5404     0        21          NA
## 231             3   -640.1717     0        22          NA
## 232             3   -641.2444     0        23          NA
## 233             3   -641.0809     0        24          NA
## 234             3   -641.2002     0        25          NA
## 235             3   -640.2910     0        26          NA
## 236             3   -639.8084     0        27          NA
## 237             3   -640.3411     0        28          NA
## 238             3   -640.2666     0        29          NA
## 239             3   -640.0817     0        30          NA
## 240             3   -640.3442     0        31          NA
## 241             3   -640.1953     0        32          NA
## 242             3   -639.7010     0        33          NA
## 243             3   -640.1007     0        34          NA
## 244             3   -639.3659     0        35          NA
## 245             3   -639.2407     0        36          NA
## 246             3   -639.0565     0        37          NA
## 247             3   -639.1135     0        38          NA
## 248             3   -639.2499     0        39          NA
## 249             3   -639.0016     0        40          NA
## 250             3   -639.5103     0        41          NA
## 251             3   -638.6315     0        42          NA
## 252             3   -638.9839     0        43          NA
## 253             3   -638.9085     0        44          NA
## 254             3   -638.9168     0        45          NA
## 255             3   -638.6668     0        46          NA
## 256             3   -638.4240     0        47          NA
## 257             3   -638.4307     0        48          NA
## 258             3   -638.5239     0        49          NA
## 259             3   -638.4979     0        50          NA
## 260             3          NA    NA        51          NA
## 261             3   -637.5708     0         1          NA
## 262             3   -639.4011     0         2          NA
## 263             3   -639.8556     0         3          NA
## 264             3   -639.4357     0         4          NA
## 265             3   -639.7430     0         5          NA
## 266             3   -639.6957     0         6          NA
## 267             3   -639.1960     0         7          NA
## 268             3   -639.1723     0         8          NA
## 269             3   -638.6593     0         9          NA
## 270             3   -638.8598     0        10          NA
## 271             3   -638.8954     0        11          NA
## 272             3   -639.0525     0        12          NA
## 273             3   -638.5092     0        13          NA
## 274             3   -638.4037     0        14          NA
## 275             3   -638.3426     0        15          NA
## 276             3   -638.5225     0        16          NA
## 277             3   -637.8724     0        17          NA
## 278             3   -637.8011     0        18          NA
## 279             3   -638.0430     0        19          NA
## 280             3   -637.7951     0        20          NA
## 281             3   -637.2019     0        21          NA
## 282             3   -637.2272     0        22          NA
## 283             3   -637.1567     0        23          NA
## 284             3   -637.4081     0        24          NA
## 285             3   -637.3603     0        25          NA
## 286             3   -637.2096     0        26          NA
## 287             3   -637.1132     0        27          NA
## 288             3   -637.0952     0        28          NA
## 289             3   -636.7923     0        29          NA
## 290             3   -636.6864     0        30          NA
## 291             3   -636.7796     0        31          NA
## 292             3   -636.8910     0        32          NA
## 293             3   -636.6588     0        33          NA
## 294             3   -636.6745     0        34          NA
## 295             3   -636.4820     0        35          NA
## 296             3   -636.5637     0        36          NA
## 297             3   -636.2838     0        37          NA
## 298             3   -636.4089     0        38          NA
## 299             3   -635.8133     0        39          NA
## 300             3   -635.9247     0        40          NA
## 301             3   -636.2726     0        41          NA
## 302             3   -636.2320     0        42          NA
## 303             3   -635.7753     0        43          NA
## 304             3   -635.9619     0        44          NA
## 305             3   -635.5923     0        45          NA
## 306             3   -635.5323     0        46          NA
## 307             3   -635.6973     0        47          NA
## 308             3   -635.4521     0        48          NA
## 309             3   -635.5318     0        49          NA
## 310             3   -635.6534     0        50          NA
## 311             3          NA    NA        51          NA
## 312             3   -632.1417    NA        NA 0.008751516
## 313             4          NA    NA        NA          NA
## 314             4  -1179.8946     0         1          NA
## 315             4   -739.5839     0         2          NA
## 316             4   -668.3622     0         3          NA
## 317             4   -648.6909     0         4          NA
## 318             4   -642.1641     0         5          NA
## 319             4   -638.7024     0         6          NA
## 320             4   -637.4979     0         7          NA
## 321             4   -636.9886     0         8          NA
## 322             4   -636.7697     0         9          NA
## 323             4   -636.6049     0        10          NA
## 324             4   -635.8895     0        11          NA
## 325             4   -635.6792     0        12          NA
## 326             4   -635.6894     0        13          NA
## 327             4   -635.5407     0        14          NA
## 328             4   -635.3746     0        15          NA
## 329             4   -635.2117     0        16          NA
## 330             4   -635.3332     0        17          NA
## 331             4   -635.3787     0        18          NA
## 332             4   -634.9739     0        19          NA
## 333             4   -634.7160     0        20          NA
## 334             4   -634.7942     0        21          NA
## 335             4   -634.5692     0        22          NA
## 336             4   -634.7767     0        23          NA
## 337             4   -634.2871     0        24          NA
## 338             4   -634.7026     0        25          NA
## 339             4   -634.2928     0        26          NA
## 340             4   -634.3055     0        27          NA
## 341             4   -634.2439     0        28          NA
## 342             4   -634.3218     0        29          NA
## 343             4   -634.2362     0        30          NA
## 344             4   -634.2704     0        31          NA
## 345             4   -634.0284     0        32          NA
## 346             4   -633.6148     0        33          NA
## 347             4   -633.2397     0        34          NA
## 348             4   -633.9135     0        35          NA
## 349             4   -633.7079     0        36          NA
## 350             4   -633.4811     0        37          NA
## 351             4   -633.5879     0        38          NA
## 352             4   -632.9831     0        39          NA
## 353             4   -633.1551     0        40          NA
## 354             4   -633.0951     0        41          NA
## 355             4   -633.2395     0        42          NA
## 356             4   -632.8141     0        43          NA
## 357             4   -633.1675     0        44          NA
## 358             4   -632.7188     0        45          NA
## 359             4   -633.0261     0        46          NA
## 360             4   -633.0330     0        47          NA
## 361             4   -633.0254     0        48          NA
## 362             4   -633.0247     0        49          NA
## 363             4   -633.3054     0        50          NA
## 364             4          NA    NA        51          NA
## 365             4   -632.6627     0         1          NA
## 366             4   -634.0809     0         2          NA
## 367             4   -634.4012     0         3          NA
## 368             4   -634.3444     0         4          NA
## 369             4   -634.4327     0         5          NA
## 370             4   -634.3379     0         6          NA
## 371             4   -634.1364     0         7          NA
## 372             4   -633.7371     0         8          NA
## 373             4   -633.8717     0         9          NA
## 374             4   -633.7098     0        10          NA
## 375             4   -633.5151     0        11          NA
## 376             4   -633.6103     0        12          NA
## 377             4   -633.8202     0        13          NA
## 378             4   -633.6261     0        14          NA
## 379             4   -633.3378     0        15          NA
## 380             4   -633.0558     0        16          NA
## 381             4   -633.1985     0        17          NA
## 382             4   -633.1613     0        18          NA
## 383             4   -633.4912     0        19          NA
## 384             4   -633.0181     0        20          NA
## 385             4   -632.9328     0        21          NA
## 386             4   -632.8577     0        22          NA
## 387             4   -632.8367     0        23          NA
## 388             4   -632.6562     0        24          NA
## 389             4   -632.8534     0        25          NA
## 390             4   -632.5116     0        26          NA
## 391             4   -632.5628     0        27          NA
## 392             4   -632.4185     0        28          NA
## 393             4   -632.3740     0        29          NA
## 394             4   -632.5860     0        30          NA
## 395             4   -632.2846     0        31          NA
## 396             4   -632.6200     0        32          NA
## 397             4   -632.3873     0        33          NA
## 398             4   -632.7004     0        34          NA
## 399             4   -632.3520     0        35          NA
## 400             4   -632.1536     0        36          NA
## 401             4   -632.2774     0        37          NA
## 402             4   -632.3403     0        38          NA
## 403             4   -632.5613     0        39          NA
## 404             4   -632.3375     0        40          NA
## 405             4   -632.1665     0        41          NA
## 406             4   -632.1223     0        42          NA
## 407             4   -631.8314     0        43          NA
## 408             4   -632.1058     0        44          NA
## 409             4   -631.9363     0        45          NA
## 410             4   -631.9950     0        46          NA
## 411             4   -631.5105     0        47          NA
## 412             4   -631.4397     0        48          NA
## 413             4   -631.6235     0        49          NA
## 414             4   -631.5627     0        50          NA
## 415             4          NA    NA        51          NA
## 416             4   -627.8297    NA        NA 0.006312754
## 417             5          NA    NA        NA          NA
## 418             5        -Inf     5         1          NA
## 419             5  -1292.5732     0         2          NA
## 420             5  -1136.2757     0         3          NA
## 421             5   -948.1627     0         4          NA
## 422             5   -790.1307     0         5          NA
## 423             5   -718.1692     0         6          NA
## 424             5   -685.0415     0         7          NA
## 425             5   -676.8511     0         8          NA
## 426             5   -665.7611     0         9          NA
## 427             5   -660.8299     0        10          NA
## 428             5   -658.4238     0        11          NA
## 429             5   -655.0520     0        12          NA
## 430             5   -655.3159     0        13          NA
## 431             5   -655.9128     0        14          NA
## 432             5   -655.0196     0        15          NA
## 433             5   -653.8945     0        16          NA
## 434             5   -654.2372     0        17          NA
## 435             5   -653.1614     0        18          NA
## 436             5   -655.7978     0        19          NA
## 437             5   -653.4212     0        20          NA
## 438             5   -654.3175     0        21          NA
## 439             5   -653.4745     0        22          NA
## 440             5   -653.4982     0        23          NA
## 441             5   -653.8518     0        24          NA
## 442             5   -653.7559     0        25          NA
## 443             5   -652.7392     0        26          NA
## 444             5   -652.6193     0        27          NA
## 445             5   -654.0386     0        28          NA
## 446             5   -653.1490     0        29          NA
## 447             5   -652.6799     0        30          NA
## 448             5   -652.3604     0        31          NA
## 449             5   -651.8562     0        32          NA
## 450             5   -652.3491     0        33          NA
## 451             5   -651.5844     0        34          NA
## 452             5   -651.5900     0        35          NA
## 453             5   -651.4633     0        36          NA
## 454             5   -651.6678     0        37          NA
## 455             5   -651.3110     0        38          NA
## 456             5   -651.1187     0        39          NA
## 457             5   -651.3189     0        40          NA
## 458             5   -651.1396     0        41          NA
## 459             5   -651.2400     0        42          NA
## 460             5   -651.5747     0        43          NA
## 461             5   -650.8222     0        44          NA
## 462             5   -650.7937     0        45          NA
## 463             5   -650.3494     0        46          NA
## 464             5   -651.6072     0        47          NA
## 465             5   -650.9580     0        48          NA
## 466             5   -650.8791     0        49          NA
## 467             5   -650.6791     0        50          NA
## 468             5          NA    NA        51          NA
## 469             5   -649.1280     0         1          NA
## 470             5   -651.8537     0         2          NA
## 471             5   -650.5593     0         3          NA
## 472             5   -651.3972     0         4          NA
## 473             5   -651.9652     0         5          NA
## 474             5   -650.5102     0         6          NA
## 475             5   -649.6878     0         7          NA
## 476             5   -652.2224     0         8          NA
## 477             5   -649.8644     0         9          NA
## 478             5   -650.9382     0        10          NA
## 479             5   -650.6918     0        11          NA
## 480             5   -649.5212     0        12          NA
## 481             5   -650.4118     0        13          NA
## 482             5   -649.8178     0        14          NA
## 483             5   -649.7478     0        15          NA
## 484             5   -649.6766     0        16          NA
## 485             5   -648.9292     0        17          NA
## 486             5   -649.4079     0        18          NA
## 487             5   -649.0340     0        19          NA
## 488             5   -649.0293     0        20          NA
## 489             5   -649.7184     0        21          NA
## 490             5   -648.2822     0        22          NA
## 491             5   -648.8556     0        23          NA
## 492             5   -648.6591     0        24          NA
## 493             5   -647.8802     0        25          NA
## 494             5   -647.2537     0        26          NA
## 495             5   -647.2616     0        27          NA
## 496             5   -647.3523     0        28          NA
## 497             5   -646.9527     0        29          NA
## 498             5   -647.4024     0        30          NA
## 499             5   -647.5515     0        31          NA
## 500             5   -647.0796     0        32          NA
## 501             5   -646.5852     0        33          NA
## 502             5   -646.5474     0        34          NA
## 503             5   -646.1064     0        35          NA
## 504             5   -646.5362     0        36          NA
## 505             5   -646.1740     0        37          NA
## 506             5   -646.1411     0        38          NA
## 507             5   -646.0702     0        39          NA
## 508             5   -646.6666     0        40          NA
## 509             5   -646.1960     0        41          NA
## 510             5   -645.9652     0        42          NA
## 511             5   -645.1431     0        43          NA
## 512             5   -645.6384     0        44          NA
## 513             5   -645.5989     0        45          NA
## 514             5   -645.4156     0        46          NA
## 515             5   -645.7631     0        47          NA
## 516             5   -645.1608     0        48          NA
## 517             5   -644.8999     0        49          NA
## 518             5   -644.9228     0        50          NA
## 519             5          NA    NA        51          NA
## 520             5   -640.6794    NA        NA 0.007731055
## 521             6          NA    NA        NA          NA
## 522             6        -Inf    60         1          NA
## 523             6        -Inf    30         2          NA
## 524             6  -1389.0285     0         3          NA
## 525             6   -802.1026     0         4          NA
## 526             6   -760.6553     0         5          NA
## 527             6   -697.5038     0         6          NA
## 528             6   -689.7059     0         7          NA
## 529             6   -685.2571     0         8          NA
## 530             6   -682.3631     0         9          NA
## 531             6   -679.1395     0        10          NA
## 532             6   -676.6179     0        11          NA
## 533             6   -671.4376     0        12          NA
## 534             6   -668.2807     0        13          NA
## 535             6   -663.9782     0        14          NA
## 536             6   -660.3298     0        15          NA
## 537             6   -657.5433     0        16          NA
## 538             6   -655.7639     0        17          NA
## 539             6   -654.8490     0        18          NA
## 540             6   -653.8514     0        19          NA
## 541             6   -654.4071     0        20          NA
## 542             6   -654.6766     0        21          NA
## 543             6   -655.3876     0        22          NA
## 544             6   -654.4380     0        23          NA
## 545             6   -655.2646     0        24          NA
## 546             6   -654.0255     0        25          NA
## 547             6   -654.5036     0        26          NA
## 548             6   -653.6624     0        27          NA
## 549             6   -653.0430     0        28          NA
## 550             6   -653.7215     0        29          NA
## 551             6   -653.3831     0        30          NA
## 552             6   -652.6516     0        31          NA
## 553             6   -652.9001     0        32          NA
## 554             6   -652.2868     0        33          NA
## 555             6   -651.8369     0        34          NA
## 556             6   -651.4378     0        35          NA
## 557             6   -650.8497     0        36          NA
## 558             6   -651.2094     0        37          NA
## 559             6   -650.2958     0        38          NA
## 560             6   -650.3534     0        39          NA
## 561             6   -650.2182     0        40          NA
## 562             6   -649.3311     0        41          NA
## 563             6   -650.4641     0        42          NA
## 564             6   -648.9885     0        43          NA
## 565             6   -649.0244     0        44          NA
## 566             6   -648.5031     0        45          NA
## 567             6   -648.4472     0        46          NA
## 568             6   -648.3784     0        47          NA
## 569             6   -647.9489     0        48          NA
## 570             6   -648.0779     0        49          NA
## 571             6   -648.1734     0        50          NA
## 572             6          NA    NA        51          NA
## 573             6   -646.8756     0         1          NA
## 574             6   -648.9069     0         2          NA
## 575             6   -649.1686     0         3          NA
## 576             6   -649.1038     0         4          NA
## 577             6   -648.6273     0         5          NA
## 578             6   -648.7962     0         6          NA
## 579             6   -647.4956     0         7          NA
## 580             6   -648.3522     0         8          NA
## 581             6   -647.7616     0         9          NA
## 582             6   -648.2973     0        10          NA
## 583             6   -648.2502     0        11          NA
## 584             6   -647.6955     0        12          NA
## 585             6   -647.4161     0        13          NA
## 586             6   -647.7815     0        14          NA
## 587             6   -647.3431     0        15          NA
## 588             6   -647.2569     0        16          NA
## 589             6   -646.4798     0        17          NA
## 590             6   -647.2529     0        18          NA
## 591             6   -647.2763     0        19          NA
## 592             6   -646.8328     0        20          NA
## 593             6   -646.3090     0        21          NA
## 594             6   -647.0653     0        22          NA
## 595             6   -647.0526     0        23          NA
## 596             6   -646.3777     0        24          NA
## 597             6   -646.2449     0        25          NA
## 598             6   -647.2706     0        26          NA
## 599             6   -646.6988     0        27          NA
## 600             6   -646.1012     0        28          NA
## 601             6   -646.3019     0        29          NA
## 602             6   -646.0214     0        30          NA
## 603             6   -646.7077     0        31          NA
## 604             6   -646.3315     0        32          NA
## 605             6   -645.9352     0        33          NA
## 606             6   -645.9810     0        34          NA
## 607             6   -646.1537     0        35          NA
## 608             6   -645.8325     0        36          NA
## 609             6   -645.7263     0        37          NA
## 610             6   -646.0796     0        38          NA
## 611             6   -646.1242     0        39          NA
## 612             6   -645.7169     0        40          NA
## 613             6   -645.8751     0        41          NA
## 614             6   -645.6102     0        42          NA
## 615             6   -645.4780     0        43          NA
## 616             6   -645.0594     0        44          NA
## 617             6   -645.1075     0        45          NA
## 618             6   -645.2573     0        46          NA
## 619             6   -645.1495     0        47          NA
## 620             6   -645.0230     0        48          NA
## 621             6   -644.9241     0        49          NA
## 622             6   -644.8962     0        50          NA
## 623             6          NA    NA        51          NA
## 624             6   -645.9325    NA        NA 0.006007752
## 625             7          NA    NA        NA          NA
## 626             7  -1516.8771     0         1          NA
## 627             7   -788.1861     0         2          NA
## 628             7   -732.0780     0         3          NA
## 629             7   -711.8632     0         4          NA
## 630             7   -706.6294     0         5          NA
## 631             7   -704.2698     0         6          NA
## 632             7   -704.5046     0         7          NA
## 633             7   -701.8953     0         8          NA
## 634             7   -699.6482     0         9          NA
## 635             7   -698.0115     0        10          NA
## 636             7   -697.6560     0        11          NA
## 637             7   -698.5757     0        12          NA
## 638             7   -694.8086     0        13          NA
## 639             7   -694.2398     0        14          NA
## 640             7   -694.4171     0        15          NA
## 641             7   -693.4562     0        16          NA
## 642             7   -690.2494     0        17          NA
## 643             7   -688.8383     0        18          NA
## 644             7   -687.4535     0        19          NA
## 645             7   -684.2392     0        20          NA
## 646             7   -679.2379     0        21          NA
## 647             7   -675.4689     0        22          NA
## 648             7   -670.1627     0        23          NA
## 649             7   -667.8911     0        24          NA
## 650             7   -662.5335     0        25          NA
## 651             7   -661.5214     0        26          NA
## 652             7   -658.3924     0        27          NA
## 653             7   -656.1107     0        28          NA
## 654             7   -655.8530     0        29          NA
## 655             7   -654.0515     0        30          NA
## 656             7   -653.3971     0        31          NA
## 657             7   -653.2946     0        32          NA
## 658             7   -652.0963     0        33          NA
## 659             7   -651.7267     0        34          NA
## 660             7   -652.0495     0        35          NA
## 661             7   -651.6914     0        36          NA
## 662             7   -651.4831     0        37          NA
## 663             7   -650.9012     0        38          NA
## 664             7   -653.1163     0        39          NA
## 665             7   -651.2178     0        40          NA
## 666             7   -652.1901     0        41          NA
## 667             7   -651.1595     0        42          NA
## 668             7   -651.9728     0        43          NA
## 669             7   -651.3309     0        44          NA
## 670             7   -652.3551     0        45          NA
## 671             7   -651.7093     0        46          NA
## 672             7   -650.7906     0        47          NA
## 673             7   -651.8713     0        48          NA
## 674             7   -651.0369     0        49          NA
## 675             7   -651.1755     0        50          NA
## 676             7          NA    NA        51          NA
## 677             7   -650.4699     0         1          NA
## 678             7   -652.2513     0         2          NA
## 679             7   -652.6531     0         3          NA
## 680             7   -652.8457     0         4          NA
## 681             7   -651.4844     0         5          NA
## 682             7   -652.0014     0         6          NA
## 683             7   -651.9007     0         7          NA
## 684             7   -651.8670     0         8          NA
## 685             7   -651.5223     0         9          NA
## 686             7   -652.2787     0        10          NA
## 687             7   -651.5494     0        11          NA
## 688             7   -652.1002     0        12          NA
## 689             7   -650.3711     0        13          NA
## 690             7   -651.6125     0        14          NA
## 691             7   -651.6668     0        15          NA
## 692             7   -650.9246     0        16          NA
## 693             7   -650.9057     0        17          NA
## 694             7   -651.0030     0        18          NA
## 695             7   -651.3867     0        19          NA
## 696             7   -650.8705     0        20          NA
## 697             7   -649.8315     0        21          NA
## 698             7   -650.8215     0        22          NA
## 699             7   -650.2156     0        23          NA
## 700             7   -650.3289     0        24          NA
## 701             7   -651.1176     0        25          NA
## 702             7   -650.7544     0        26          NA
## 703             7   -650.4020     0        27          NA
## 704             7   -649.4339     0        28          NA
## 705             7   -650.0908     0        29          NA
## 706             7   -650.0924     0        30          NA
## 707             7   -650.6479     0        31          NA
## 708             7   -649.5395     0        32          NA
## 709             7   -650.6856     0        33          NA
## 710             7   -650.1266     0        34          NA
## 711             7   -649.5989     0        35          NA
## 712             7   -649.3287     0        36          NA
## 713             7   -650.3080     0        37          NA
## 714             7   -649.7039     0        38          NA
## 715             7   -649.4406     0        39          NA
## 716             7   -649.4722     0        40          NA
## 717             7   -649.7745     0        41          NA
## 718             7   -649.1638     0        42          NA
## 719             7   -649.6422     0        43          NA
## 720             7   -649.5374     0        44          NA
## 721             7   -649.4525     0        45          NA
## 722             7   -648.7381     0        46          NA
## 723             7   -648.8828     0        47          NA
## 724             7   -649.1383     0        48          NA
## 725             7   -648.8499     0        49          NA
## 726             7   -649.1387     0        50          NA
## 727             7          NA    NA        51          NA
## 728             7   -649.3553    NA        NA 0.015959980
## 729             8          NA    NA        NA          NA
## 730             8  -1056.8221     0         1          NA
## 731             8   -757.3897     0         2          NA
## 732             8   -742.6123     0         3          NA
## 733             8   -718.9862     0         4          NA
## 734             8   -686.7239     0         5          NA
## 735             8   -666.6262     0         6          NA
## 736             8   -648.6841     0         7          NA
## 737             8   -645.8018     0         8          NA
## 738             8   -645.6849     0         9          NA
## 739             8   -645.7139     0        10          NA
## 740             8   -646.2506     0        11          NA
## 741             8   -645.6007     0        12          NA
## 742             8   -645.8792     0        13          NA
## 743             8   -645.2012     0        14          NA
## 744             8   -645.6984     0        15          NA
## 745             8   -645.3905     0        16          NA
## 746             8   -645.4421     0        17          NA
## 747             8   -645.5415     0        18          NA
## 748             8   -644.7894     0        19          NA
## 749             8   -644.9497     0        20          NA
## 750             8   -644.5068     0        21          NA
## 751             8   -644.5036     0        22          NA
## 752             8   -644.6944     0        23          NA
## 753             8   -645.0608     0        24          NA
## 754             8   -644.7542     0        25          NA
## 755             8   -644.4890     0        26          NA
## 756             8   -645.2314     0        27          NA
## 757             8   -644.4000     0        28          NA
## 758             8   -644.6330     0        29          NA
## 759             8   -644.9592     0        30          NA
## 760             8   -644.4982     0        31          NA
## 761             8   -644.5776     0        32          NA
## 762             8   -644.2030     0        33          NA
## 763             8   -644.2732     0        34          NA
## 764             8   -644.3505     0        35          NA
## 765             8   -644.5700     0        36          NA
## 766             8   -644.2313     0        37          NA
## 767             8   -644.0175     0        38          NA
## 768             8   -644.3115     0        39          NA
## 769             8   -644.4106     0        40          NA
## 770             8   -643.9327     0        41          NA
## 771             8   -644.1286     0        42          NA
## 772             8   -644.4164     0        43          NA
## 773             8   -643.8721     0        44          NA
## 774             8   -643.4504     0        45          NA
## 775             8   -644.0219     0        46          NA
## 776             8   -643.7301     0        47          NA
## 777             8   -643.6023     0        48          NA
## 778             8   -643.1680     0        49          NA
## 779             8   -643.6896     0        50          NA
## 780             8          NA    NA        51          NA
## 781             8   -643.3478     0         1          NA
## 782             8   -644.8243     0         2          NA
## 783             8   -644.8545     0         3          NA
## 784             8   -645.1970     0         4          NA
## 785             8   -644.6128     0         5          NA
## 786             8   -644.1115     0         6          NA
## 787             8   -645.3031     0         7          NA
## 788             8   -645.6759     0         8          NA
## 789             8   -644.9561     0         9          NA
## 790             8   -644.6443     0        10          NA
## 791             8   -644.6011     0        11          NA
## 792             8   -644.8216     0        12          NA
## 793             8   -645.0579     0        13          NA
## 794             8   -644.5623     0        14          NA
## 795             8   -643.8667     0        15          NA
## 796             8   -644.7315     0        16          NA
## 797             8   -644.6270     0        17          NA
## 798             8   -644.4226     0        18          NA
## 799             8   -644.2136     0        19          NA
## 800             8   -643.8257     0        20          NA
## 801             8   -644.5556     0        21          NA
## 802             8   -644.3746     0        22          NA
## 803             8   -644.3331     0        23          NA
## 804             8   -644.2332     0        24          NA
## 805             8   -643.7945     0        25          NA
## 806             8   -644.3509     0        26          NA
## 807             8   -644.2274     0        27          NA
## 808             8   -644.1015     0        28          NA
## 809             8   -643.7636     0        29          NA
## 810             8   -644.1269     0        30          NA
## 811             8   -643.8935     0        31          NA
## 812             8   -644.1987     0        32          NA
## 813             8   -643.8375     0        33          NA
## 814             8   -644.0778     0        34          NA
## 815             8   -643.5230     0        35          NA
## 816             8   -643.7861     0        36          NA
## 817             8   -643.7713     0        37          NA
## 818             8   -643.4611     0        38          NA
## 819             8   -643.7065     0        39          NA
## 820             8   -643.5993     0        40          NA
## 821             8   -643.7321     0        41          NA
## 822             8   -643.6117     0        42          NA
## 823             8   -643.5678     0        43          NA
## 824             8   -643.2827     0        44          NA
## 825             8   -643.6971     0        45          NA
## 826             8   -643.5125     0        46          NA
## 827             8   -643.4578     0        47          NA
## 828             8   -643.4418     0        48          NA
## 829             8   -643.4319     0        49          NA
## 830             8   -643.2182     0        50          NA
## 831             8          NA    NA        51          NA
## 832             8   -640.2498    NA        NA 0.016144518
## 833             9          NA    NA        NA          NA
## 834             9  -3946.2916     0         1          NA
## 835             9   -845.5423     0         2          NA
## 836             9   -785.5803     0         3          NA
## 837             9   -765.5477     0         4          NA
## 838             9   -760.7399     0         5          NA
## 839             9   -758.4906     0         6          NA
## 840             9   -756.8234     0         7          NA
## 841             9   -756.0917     0         8          NA
## 842             9   -755.4168     0         9          NA
## 843             9   -754.7351     0        10          NA
## 844             9   -754.8182     0        11          NA
## 845             9   -754.6797     0        12          NA
## 846             9   -754.2417     0        13          NA
## 847             9   -754.5398     0        14          NA
## 848             9   -754.0040     0        15          NA
## 849             9   -754.2600     0        16          NA
## 850             9   -754.0938     0        17          NA
## 851             9   -753.9571     0        18          NA
## 852             9   -754.0533     0        19          NA
## 853             9   -754.1807     0        20          NA
## 854             9   -754.0616     0        21          NA
## 855             9   -753.8409     0        22          NA
## 856             9   -754.4444     0        23          NA
## 857             9   -754.3002     0        24          NA
## 858             9   -754.3772     0        25          NA
## 859             9   -754.1641     0        26          NA
## 860             9   -754.1039     0        27          NA
## 861             9   -754.4451     0        28          NA
## 862             9   -754.2790     0        29          NA
## 863             9   -754.1636     0        30          NA
## 864             9   -754.6285     0        31          NA
## 865             9   -754.1208     0        32          NA
## 866             9   -754.4451     0        33          NA
## 867             9   -754.3154     0        34          NA
## 868             9   -754.3481     0        35          NA
## 869             9   -753.4531     0        36          NA
## 870             9   -729.4827     0        37          NA
## 871             9   -712.3461     0        38          NA
## 872             9   -693.8775     0        39          NA
## 873             9   -687.5567     0        40          NA
## 874             9   -677.0825     0        41          NA
## 875             9   -672.7285     0        42          NA
## 876             9   -655.0575     0        43          NA
## 877             9   -650.2423     0        44          NA
## 878             9   -645.3712     0        45          NA
## 879             9   -641.0189     0        46          NA
## 880             9   -641.0093     0        47          NA
## 881             9   -641.1394     0        48          NA
## 882             9   -641.0672     0        49          NA
## 883             9   -640.6159     0        50          NA
## 884             9          NA    NA        51          NA
## 885             9   -640.3991     0         1          NA
## 886             9   -641.8132     0         2          NA
## 887             9   -642.3252     0         3          NA
## 888             9   -641.4523     0         4          NA
## 889             9   -641.9475     0         5          NA
## 890             9   -641.7648     0         6          NA
## 891             9   -641.8108     0         7          NA
## 892             9   -641.6137     0         8          NA
## 893             9   -641.7163     0         9          NA
## 894             9   -641.3614     0        10          NA
## 895             9   -641.4502     0        11          NA
## 896             9   -641.3105     0        12          NA
## 897             9   -641.2372     0        13          NA
## 898             9   -641.5348     0        14          NA
## 899             9   -641.5367     0        15          NA
## 900             9   -641.2463     0        16          NA
## 901             9   -641.4354     0        17          NA
## 902             9   -641.2959     0        18          NA
## 903             9   -641.2594     0        19          NA
## 904             9   -642.0011     0        20          NA
## 905             9   -641.4365     0        21          NA
## 906             9   -641.0447     0        22          NA
## 907             9   -641.1262     0        23          NA
## 908             9   -641.5330     0        24          NA
## 909             9   -641.5957     0        25          NA
## 910             9   -640.8744     0        26          NA
## 911             9   -641.5737     0        27          NA
## 912             9   -641.1972     0        28          NA
## 913             9   -641.1389     0        29          NA
## 914             9   -641.1592     0        30          NA
## 915             9   -641.0629     0        31          NA
## 916             9   -640.9277     0        32          NA
## 917             9   -641.1299     0        33          NA
## 918             9   -640.7435     0        34          NA
## 919             9   -640.7968     0        35          NA
## 920             9   -641.0323     0        36          NA
## 921             9   -640.8651     0        37          NA
## 922             9   -640.6982     0        38          NA
## 923             9   -640.8797     0        39          NA
## 924             9   -640.8890     0        40          NA
## 925             9   -640.5316     0        41          NA
## 926             9   -640.7034     0        42          NA
## 927             9   -640.7428     0        43          NA
## 928             9   -641.0510     0        44          NA
## 929             9   -640.6040     0        45          NA
## 930             9   -640.5308     0        46          NA
## 931             9   -640.8111     0        47          NA
## 932             9   -640.6150     0        48          NA
## 933             9   -640.6530     0        49          NA
## 934             9   -640.9651     0        50          NA
## 935             9          NA    NA        51          NA
## 936             9   -636.9529    NA        NA 0.007150367
## 937            10          NA    NA        NA          NA
## 938            10        -Inf    73         1          NA
## 939            10        -Inf    72         2          NA
## 940            10        -Inf    54         3          NA
## 941            10  -4357.0346     0         4          NA
## 942            10  -1068.6492     0         5          NA
## 943            10   -870.1793     0         6          NA
## 944            10   -769.7281     0         7          NA
## 945            10   -744.4983     0         8          NA
## 946            10   -704.7365     0         9          NA
## 947            10   -700.8400     0        10          NA
## 948            10   -687.0376     0        11          NA
## 949            10   -687.2460     0        12          NA
## 950            10   -683.7255     0        13          NA
## 951            10   -681.9783     0        14          NA
## 952            10   -680.9710     0        15          NA
## 953            10   -678.7684     0        16          NA
## 954            10   -675.6158     0        17          NA
## 955            10   -671.5470     0        18          NA
## 956            10   -668.1638     0        19          NA
## 957            10   -663.7946     0        20          NA
## 958            10   -660.9742     0        21          NA
## 959            10   -657.4397     0        22          NA
## 960            10   -654.3102     0        23          NA
## 961            10   -652.0819     0        24          NA
## 962            10   -649.4821     0        25          NA
## 963            10   -646.8168     0        26          NA
## 964            10   -645.8885     0        27          NA
## 965            10   -644.4039     0        28          NA
## 966            10   -643.8892     0        29          NA
## 967            10   -643.8249     0        30          NA
## 968            10   -643.7254     0        31          NA
## 969            10   -643.6476     0        32          NA
## 970            10   -643.3850     0        33          NA
## 971            10   -643.2840     0        34          NA
## 972            10   -643.8921     0        35          NA
## 973            10   -643.4298     0        36          NA
## 974            10   -642.7256     0        37          NA
## 975            10   -643.1367     0        38          NA
## 976            10   -642.9183     0        39          NA
## 977            10   -642.4026     0        40          NA
## 978            10   -642.3057     0        41          NA
## 979            10   -642.1882     0        42          NA
## 980            10   -641.9115     0        43          NA
## 981            10   -641.8252     0        44          NA
## 982            10   -642.1238     0        45          NA
## 983            10   -641.8220     0        46          NA
## 984            10   -641.8204     0        47          NA
## 985            10   -641.8137     0        48          NA
## 986            10   -641.5400     0        49          NA
## 987            10   -641.3566     0        50          NA
## 988            10          NA    NA        51          NA
## 989            10   -640.6462     0         1          NA
## 990            10   -642.8575     0         2          NA
## 991            10   -642.8356     0         3          NA
## 992            10   -642.7380     0         4          NA
## 993            10   -642.9207     0         5          NA
## 994            10   -643.2201     0         6          NA
## 995            10   -642.1155     0         7          NA
## 996            10   -642.6858     0         8          NA
## 997            10   -642.0444     0         9          NA
## 998            10   -642.0538     0        10          NA
## 999            10   -641.0983     0        11          NA
## 1000           10   -641.4477     0        12          NA
## 1001           10   -641.8163     0        13          NA
## 1002           10   -641.1669     0        14          NA
## 1003           10   -640.9861     0        15          NA
## 1004           10   -640.8362     0        16          NA
## 1005           10   -641.2775     0        17          NA
## 1006           10   -641.3476     0        18          NA
## 1007           10   -641.0472     0        19          NA
## 1008           10   -640.5760     0        20          NA
## 1009           10   -640.9921     0        21          NA
## 1010           10   -640.4158     0        22          NA
## 1011           10   -640.2310     0        23          NA
## 1012           10   -640.3305     0        24          NA
## 1013           10   -640.1164     0        25          NA
## 1014           10   -640.0682     0        26          NA
## 1015           10   -639.5568     0        27          NA
## 1016           10   -639.7484     0        28          NA
## 1017           10   -639.6413     0        29          NA
## 1018           10   -639.6254     0        30          NA
## 1019           10   -639.3544     0        31          NA
## 1020           10   -639.5764     0        32          NA
## 1021           10   -639.0249     0        33          NA
## 1022           10   -639.3453     0        34          NA
## 1023           10   -639.4920     0        35          NA
## 1024           10   -638.9002     0        36          NA
## 1025           10   -639.1226     0        37          NA
## 1026           10   -638.5881     0        38          NA
## 1027           10   -638.6907     0        39          NA
## 1028           10   -638.4666     0        40          NA
## 1029           10   -638.8660     0        41          NA
## 1030           10   -638.3338     0        42          NA
## 1031           10   -638.5007     0        43          NA
## 1032           10   -638.5717     0        44          NA
## 1033           10   -638.8816     0        45          NA
## 1034           10   -638.5491     0        46          NA
## 1035           10   -638.6723     0        47          NA
## 1036           10   -638.5401     0        48          NA
## 1037           10   -638.2997     0        49          NA
## 1038           10   -638.3018     0        50          NA
## 1039           10          NA    NA        51          NA
## 1040           10   -634.9472    NA        NA 0.009142521
## 1041           11          NA    NA        NA          NA
## 1042           11   -788.0481     0         1          NA
## 1043           11   -735.7753     0         2          NA
## 1044           11   -723.0991     0         3          NA
## 1045           11   -702.0509     0         4          NA
## 1046           11   -697.4304     0         5          NA
## 1047           11   -677.3266     0         6          NA
## 1048           11   -680.8894     0         7          NA
## 1049           11   -655.1899     0         8          NA
## 1050           11   -649.9469     0         9          NA
## 1051           11   -646.7545     0        10          NA
## 1052           11   -644.5734     0        11          NA
## 1053           11   -643.5036     0        12          NA
## 1054           11   -643.1289     0        13          NA
## 1055           11   -642.9036     0        14          NA
## 1056           11   -642.9189     0        15          NA
## 1057           11   -642.4882     0        16          NA
## 1058           11   -642.3576     0        17          NA
## 1059           11   -642.6204     0        18          NA
## 1060           11   -642.2258     0        19          NA
## 1061           11   -642.5220     0        20          NA
## 1062           11   -642.2980     0        21          NA
## 1063           11   -642.5422     0        22          NA
## 1064           11   -642.2613     0        23          NA
## 1065           11   -642.2970     0        24          NA
## 1066           11   -642.2075     0        25          NA
## 1067           11   -642.7001     0        26          NA
## 1068           11   -641.6582     0        27          NA
## 1069           11   -641.9904     0        28          NA
## 1070           11   -642.3649     0        29          NA
## 1071           11   -641.3636     0        30          NA
## 1072           11   -641.0839     0        31          NA
## 1073           11   -641.9235     0        32          NA
## 1074           11   -641.5630     0        33          NA
## 1075           11   -640.8538     0        34          NA
## 1076           11   -641.4438     0        35          NA
## 1077           11   -641.6364     0        36          NA
## 1078           11   -641.2157     0        37          NA
## 1079           11   -641.0881     0        38          NA
## 1080           11   -640.8672     0        39          NA
## 1081           11   -640.6073     0        40          NA
## 1082           11   -640.9457     0        41          NA
## 1083           11   -641.1346     0        42          NA
## 1084           11   -640.8140     0        43          NA
## 1085           11   -640.5754     0        44          NA
## 1086           11   -640.8799     0        45          NA
## 1087           11   -640.5626     0        46          NA
## 1088           11   -640.4690     0        47          NA
## 1089           11   -640.8465     0        48          NA
## 1090           11   -641.1614     0        49          NA
## 1091           11   -640.0034     0        50          NA
## 1092           11          NA    NA        51          NA
## 1093           11   -639.7860     0         1          NA
## 1094           11   -641.0429     0         2          NA
## 1095           11   -641.7124     0         3          NA
## 1096           11   -641.2698     0         4          NA
## 1097           11   -641.4961     0         5          NA
## 1098           11   -641.1056     0         6          NA
## 1099           11   -641.4411     0         7          NA
## 1100           11   -640.8925     0         8          NA
## 1101           11   -641.3193     0         9          NA
## 1102           11   -640.5791     0        10          NA
## 1103           11   -641.4952     0        11          NA
## 1104           11   -641.1510     0        12          NA
## 1105           11   -641.2522     0        13          NA
## 1106           11   -641.1390     0        14          NA
## 1107           11   -640.4226     0        15          NA
## 1108           11   -640.5582     0        16          NA
## 1109           11   -640.2306     0        17          NA
## 1110           11   -640.2567     0        18          NA
## 1111           11   -640.3852     0        19          NA
## 1112           11   -640.1001     0        20          NA
## 1113           11   -639.8809     0        21          NA
## 1114           11   -639.9723     0        22          NA
## 1115           11   -639.6189     0        23          NA
## 1116           11   -639.9156     0        24          NA
## 1117           11   -639.8938     0        25          NA
## 1118           11   -639.5075     0        26          NA
## 1119           11   -638.6688     0        27          NA
## 1120           11   -639.0400     0        28          NA
## 1121           11   -639.2537     0        29          NA
## 1122           11   -639.0010     0        30          NA
## 1123           11   -638.9246     0        31          NA
## 1124           11   -638.6492     0        32          NA
## 1125           11   -638.6578     0        33          NA
## 1126           11   -638.8359     0        34          NA
## 1127           11   -638.8207     0        35          NA
## 1128           11   -638.6304     0        36          NA
## 1129           11   -638.6289     0        37          NA
## 1130           11   -638.7958     0        38          NA
## 1131           11   -638.4090     0        39          NA
## 1132           11   -638.1594     0        40          NA
## 1133           11   -638.3764     0        41          NA
## 1134           11   -638.1725     0        42          NA
## 1135           11   -638.0467     0        43          NA
## 1136           11   -638.0424     0        44          NA
## 1137           11   -638.1400     0        45          NA
## 1138           11   -638.1619     0        46          NA
## 1139           11   -637.9249     0        47          NA
## 1140           11   -638.1338     0        48          NA
## 1141           11   -638.0600     0        49          NA
## 1142           11   -637.8543     0        50          NA
## 1143           11          NA    NA        51          NA
## 1144           11   -634.1554    NA        NA 0.009198369
## 1145           12          NA    NA        NA          NA
## 1146           12  -1001.2143     0         1          NA
## 1147           12   -755.1098     0         2          NA
## 1148           12   -669.9589     0         3          NA
## 1149           12   -651.6582     0         4          NA
## 1150           12   -647.0312     0         5          NA
## 1151           12   -643.7855     0         6          NA
## 1152           12   -642.7384     0         7          NA
## 1153           12   -641.9534     0         8          NA
## 1154           12   -641.3626     0         9          NA
## 1155           12   -640.4844     0        10          NA
## 1156           12   -640.0670     0        11          NA
## 1157           12   -639.3792     0        12          NA
## 1158           12   -639.0050     0        13          NA
## 1159           12   -638.9726     0        14          NA
## 1160           12   -638.9686     0        15          NA
## 1161           12   -638.4643     0        16          NA
## 1162           12   -638.6201     0        17          NA
## 1163           12   -637.6386     0        18          NA
## 1164           12   -637.6345     0        19          NA
## 1165           12   -637.4019     0        20          NA
## 1166           12   -637.4377     0        21          NA
## 1167           12   -637.2592     0        22          NA
## 1168           12   -637.1775     0        23          NA
## 1169           12   -637.0331     0        24          NA
## 1170           12   -636.9163     0        25          NA
## 1171           12   -636.7273     0        26          NA
## 1172           12   -636.8176     0        27          NA
## 1173           12   -636.4113     0        28          NA
## 1174           12   -636.4972     0        29          NA
## 1175           12   -636.2151     0        30          NA
## 1176           12   -636.3464     0        31          NA
## 1177           12   -636.0910     0        32          NA
## 1178           12   -635.9487     0        33          NA
## 1179           12   -635.8799     0        34          NA
## 1180           12   -635.5039     0        35          NA
## 1181           12   -635.6830     0        36          NA
## 1182           12   -635.6916     0        37          NA
## 1183           12   -635.5878     0        38          NA
## 1184           12   -635.8421     0        39          NA
## 1185           12   -635.3755     0        40          NA
## 1186           12   -635.4612     0        41          NA
## 1187           12   -635.3876     0        42          NA
## 1188           12   -635.2968     0        43          NA
## 1189           12   -635.0648     0        44          NA
## 1190           12   -634.9890     0        45          NA
## 1191           12   -634.4240     0        46          NA
## 1192           12   -634.9635     0        47          NA
## 1193           12   -634.8460     0        48          NA
## 1194           12   -634.9022     0        49          NA
## 1195           12   -634.7351     0        50          NA
## 1196           12          NA    NA        51          NA
## 1197           12   -634.1176     0         1          NA
## 1198           12   -636.4989     0         2          NA
## 1199           12   -635.8944     0         3          NA
## 1200           12   -636.3569     0         4          NA
## 1201           12   -636.4346     0         5          NA
## 1202           12   -636.1678     0         6          NA
## 1203           12   -636.0632     0         7          NA
## 1204           12   -635.4425     0         8          NA
## 1205           12   -635.0884     0         9          NA
## 1206           12   -635.4040     0        10          NA
## 1207           12   -635.2626     0        11          NA
## 1208           12   -634.8884     0        12          NA
## 1209           12   -634.9585     0        13          NA
## 1210           12   -634.5785     0        14          NA
## 1211           12   -634.9626     0        15          NA
## 1212           12   -634.6008     0        16          NA
## 1213           12   -634.5301     0        17          NA
## 1214           12   -634.4868     0        18          NA
## 1215           12   -634.4505     0        19          NA
## 1216           12   -634.0388     0        20          NA
## 1217           12   -634.1608     0        21          NA
## 1218           12   -634.1409     0        22          NA
## 1219           12   -634.0621     0        23          NA
## 1220           12   -634.3767     0        24          NA
## 1221           12   -634.0060     0        25          NA
## 1222           12   -633.8965     0        26          NA
## 1223           12   -633.8548     0        27          NA
## 1224           12   -633.6367     0        28          NA
## 1225           12   -633.6167     0        29          NA
## 1226           12   -633.7038     0        30          NA
## 1227           12   -633.5886     0        31          NA
## 1228           12   -633.4347     0        32          NA
## 1229           12   -633.3440     0        33          NA
## 1230           12   -633.3967     0        34          NA
## 1231           12   -633.2720     0        35          NA
## 1232           12   -633.2905     0        36          NA
## 1233           12   -633.1171     0        37          NA
## 1234           12   -633.1763     0        38          NA
## 1235           12   -632.9302     0        39          NA
## 1236           12   -632.7035     0        40          NA
## 1237           12   -632.8881     0        41          NA
## 1238           12   -632.7908     0        42          NA
## 1239           12   -632.6549     0        43          NA
## 1240           12   -632.7743     0        44          NA
## 1241           12   -632.7906     0        45          NA
## 1242           12   -632.4734     0        46          NA
## 1243           12   -632.2352     0        47          NA
## 1244           12   -632.1823     0        48          NA
## 1245           12   -632.3731     0        49          NA
## 1246           12   -632.2365     0        50          NA
## 1247           12          NA    NA        51          NA
## 1248           12   -628.9166    NA        NA 0.009995932
## 1249           13          NA    NA        NA          NA
## 1250           13   -840.4598     0         1          NA
## 1251           13   -715.4473     0         2          NA
## 1252           13   -687.8601     0         3          NA
## 1253           13   -689.0289     0         4          NA
## 1254           13   -686.5311     0         5          NA
## 1255           13   -687.9765     0         6          NA
## 1256           13   -686.9953     0         7          NA
## 1257           13   -686.9849     0         8          NA
## 1258           13   -687.4529     0         9          NA
## 1259           13   -685.1252     0        10          NA
## 1260           13   -684.8776     0        11          NA
## 1261           13   -686.8402     0        12          NA
## 1262           13   -686.7810     0        13          NA
## 1263           13   -684.7506     0        14          NA
## 1264           13   -684.5544     0        15          NA
## 1265           13   -685.1029     0        16          NA
## 1266           13   -686.5214     0        17          NA
## 1267           13   -681.7597     0        18          NA
## 1268           13   -683.5444     0        19          NA
## 1269           13   -684.7578     0        20          NA
## 1270           13   -684.8510     0        21          NA
## 1271           13   -684.1591     0        22          NA
## 1272           13   -684.1497     0        23          NA
## 1273           13   -684.7473     0        24          NA
## 1274           13   -684.7683     0        25          NA
## 1275           13   -684.4595     0        26          NA
## 1276           13   -684.0251     0        27          NA
## 1277           13   -685.3110     0        28          NA
## 1278           13   -684.3660     0        29          NA
## 1279           13   -683.2475     0        30          NA
## 1280           13   -683.0618     0        31          NA
## 1281           13   -682.3362     0        32          NA
## 1282           13   -682.9150     0        33          NA
## 1283           13   -683.7518     0        34          NA
## 1284           13   -682.7417     0        35          NA
## 1285           13   -680.6137     0        36          NA
## 1286           13   -685.0294     0        37          NA
## 1287           13   -682.6519     0        38          NA
## 1288           13   -682.2048     0        39          NA
## 1289           13   -682.3247     0        40          NA
## 1290           13   -684.3507     0        41          NA
## 1291           13   -682.4024     0        42          NA
## 1292           13   -683.3347     0        43          NA
## 1293           13   -681.6296     0        44          NA
## 1294           13   -682.6892     0        45          NA
## 1295           13   -683.0860     0        46          NA
## 1296           13   -682.7869     0        47          NA
## 1297           13   -682.7853     0        48          NA
## 1298           13   -679.3025     0        49          NA
## 1299           13   -681.7836     0        50          NA
## 1300           13          NA    NA        51          NA
## 1301           13   -682.5726     0         1          NA
## 1302           13   -682.1983     0         2          NA
## 1303           13   -682.8682     0         3          NA
## 1304           13   -681.6836     0         4          NA
## 1305           13   -682.7003     0         5          NA
## 1306           13   -681.6418     0         6          NA
## 1307           13   -682.1911     0         7          NA
## 1308           13   -679.9923     0         8          NA
## 1309           13   -680.3908     0         9          NA
## 1310           13   -683.4603     0        10          NA
## 1311           13   -680.7006     0        11          NA
## 1312           13   -683.2308     0        12          NA
## 1313           13   -679.9277     0        13          NA
## 1314           13   -680.2446     0        14          NA
## 1315           13   -681.3935     0        15          NA
## 1316           13   -679.9134     0        16          NA
## 1317           13   -678.6062     0        17          NA
## 1318           13   -681.7056     0        18          NA
## 1319           13   -676.3351     0        19          NA
## 1320           13   -679.5615     0        20          NA
## 1321           13   -679.4312     0        21          NA
## 1322           13   -678.3700     0        22          NA
## 1323           13   -679.2912     0        23          NA
## 1324           13   -677.8395     0        24          NA
## 1325           13   -679.7413     0        25          NA
## 1326           13   -678.5752     0        26          NA
## 1327           13   -678.1918     0        27          NA
## 1328           13   -677.6140     0        28          NA
## 1329           13   -679.9142     0        29          NA
## 1330           13   -677.0879     0        30          NA
## 1331           13   -679.2363     0        31          NA
## 1332           13   -678.6412     0        32          NA
## 1333           13   -678.1283     0        33          NA
## 1334           13   -676.8938     0        34          NA
## 1335           13   -677.5661     0        35          NA
## 1336           13   -676.2923     0        36          NA
## 1337           13   -677.0611     0        37          NA
## 1338           13   -676.2563     0        38          NA
## 1339           13   -677.5294     0        39          NA
## 1340           13   -675.3790     0        40          NA
## 1341           13   -677.9165     0        41          NA
## 1342           13   -677.0298     0        42          NA
## 1343           13   -675.4922     0        43          NA
## 1344           13   -676.2907     0        44          NA
## 1345           13   -674.7254     0        45          NA
## 1346           13   -674.1009     0        46          NA
## 1347           13   -674.8720     0        47          NA
## 1348           13   -673.8651     0        48          NA
## 1349           13   -673.7597     0        49          NA
## 1350           13   -675.0922     0        50          NA
## 1351           13          NA    NA        51          NA
## 1352           13   -671.2229    NA        NA 0.003848926
## 1353           14          NA    NA        NA          NA
## 1354           14   -673.5048     0         1          NA
## 1355           14   -664.3795     0         2          NA
## 1356           14   -662.3387     0         3          NA
## 1357           14   -652.4847     0         4          NA
## 1358           14   -646.0243     0         5          NA
## 1359           14   -642.0933     0         6          NA
## 1360           14   -641.0071     0         7          NA
## 1361           14   -640.4302     0         8          NA
## 1362           14   -640.2543     0         9          NA
## 1363           14   -640.0856     0        10          NA
## 1364           14   -639.6146     0        11          NA
## 1365           14   -639.6562     0        12          NA
## 1366           14   -639.7095     0        13          NA
## 1367           14   -639.9197     0        14          NA
## 1368           14   -639.6110     0        15          NA
## 1369           14   -639.4805     0        16          NA
## 1370           14   -638.8519     0        17          NA
## 1371           14   -638.7441     0        18          NA
## 1372           14   -638.2272     0        19          NA
## 1373           14   -638.9050     0        20          NA
## 1374           14   -638.3714     0        21          NA
## 1375           14   -638.0242     0        22          NA
## 1376           14   -638.5870     0        23          NA
## 1377           14   -638.2359     0        24          NA
## 1378           14   -638.3809     0        25          NA
## 1379           14   -638.2096     0        26          NA
## 1380           14   -638.2378     0        27          NA
## 1381           14   -637.5380     0        28          NA
## 1382           14   -637.3975     0        29          NA
## 1383           14   -637.5336     0        30          NA
## 1384           14   -637.7453     0        31          NA
## 1385           14   -637.9159     0        32          NA
## 1386           14   -637.5537     0        33          NA
## 1387           14   -637.1545     0        34          NA
## 1388           14   -637.1778     0        35          NA
## 1389           14   -637.5146     0        36          NA
## 1390           14   -637.1920     0        37          NA
## 1391           14   -637.4527     0        38          NA
## 1392           14   -637.2658     0        39          NA
## 1393           14   -637.1766     0        40          NA
## 1394           14   -636.7119     0        41          NA
## 1395           14   -636.9256     0        42          NA
## 1396           14   -636.7521     0        43          NA
## 1397           14   -636.9641     0        44          NA
## 1398           14   -636.5314     0        45          NA
## 1399           14   -636.6805     0        46          NA
## 1400           14   -636.5960     0        47          NA
## 1401           14   -636.4778     0        48          NA
## 1402           14   -636.6207     0        49          NA
## 1403           14   -636.3421     0        50          NA
## 1404           14          NA    NA        51          NA
## 1405           14   -635.8729     0         1          NA
## 1406           14   -637.5379     0         2          NA
## 1407           14   -637.8390     0         3          NA
## 1408           14   -637.3518     0         4          NA
## 1409           14   -637.4727     0         5          NA
## 1410           14   -637.2018     0         6          NA
## 1411           14   -637.5420     0         7          NA
## 1412           14   -637.9053     0         8          NA
## 1413           14   -637.3589     0         9          NA
## 1414           14   -637.4342     0        10          NA
## 1415           14   -636.9125     0        11          NA
## 1416           14   -636.6047     0        12          NA
## 1417           14   -636.9302     0        13          NA
## 1418           14   -636.9526     0        14          NA
## 1419           14   -636.6655     0        15          NA
## 1420           14   -636.5036     0        16          NA
## 1421           14   -636.4535     0        17          NA
## 1422           14   -636.4299     0        18          NA
## 1423           14   -636.4866     0        19          NA
## 1424           14   -636.5072     0        20          NA
## 1425           14   -636.5956     0        21          NA
## 1426           14   -636.2613     0        22          NA
## 1427           14   -636.2068     0        23          NA
## 1428           14   -635.9554     0        24          NA
## 1429           14   -635.8986     0        25          NA
## 1430           14   -635.7588     0        26          NA
## 1431           14   -635.3141     0        27          NA
## 1432           14   -635.5934     0        28          NA
## 1433           14   -635.1986     0        29          NA
## 1434           14   -634.8674     0        30          NA
## 1435           14   -635.3484     0        31          NA
## 1436           14   -635.1521     0        32          NA
## 1437           14   -635.3586     0        33          NA
## 1438           14   -634.7632     0        34          NA
## 1439           14   -635.1593     0        35          NA
## 1440           14   -634.9406     0        36          NA
## 1441           14   -634.6333     0        37          NA
## 1442           14   -634.3658     0        38          NA
## 1443           14   -634.5769     0        39          NA
## 1444           14   -634.6719     0        40          NA
## 1445           14   -634.5129     0        41          NA
## 1446           14   -634.4747     0        42          NA
## 1447           14   -634.4496     0        43          NA
## 1448           14   -634.0648     0        44          NA
## 1449           14   -634.0543     0        45          NA
## 1450           14   -633.9776     0        46          NA
## 1451           14   -633.9866     0        47          NA
## 1452           14   -633.7703     0        48          NA
## 1453           14   -634.0934     0        49          NA
## 1454           14   -633.6127     0        50          NA
## 1455           14          NA    NA        51          NA
## 1456           14   -630.7182    NA        NA 0.017633153
## 1457           15          NA    NA        NA          NA
## 1458           15        -Inf    48         1          NA
## 1459           15        -Inf    53         2          NA
## 1460           15        -Inf    61         3          NA
## 1461           15        -Inf    64         4          NA
## 1462           15        -Inf    52         5          NA
## 1463           15        -Inf    52         6          NA
## 1464           15        -Inf    52         7          NA
## 1465           15        -Inf    45         8          NA
## 1466           15        -Inf    58         9          NA
## 1467           15        -Inf    53        10          NA
## 1468           15        -Inf    54        11          NA
## 1469           15        -Inf    44        12          NA
## 1470           15        -Inf    47        13          NA
## 1471           15        -Inf    52        14          NA
## 1472           15        -Inf    57        15          NA
## 1473           15        -Inf    48        16          NA
## 1474           15        -Inf    45        17          NA
## 1475           15        -Inf    46        18          NA
## 1476           15        -Inf    46        19          NA
## 1477           15        -Inf    41        20          NA
## 1478           15        -Inf    51        21          NA
## 1479           15        -Inf    36        22          NA
## 1480           15        -Inf    57        23          NA
## 1481           15        -Inf    46        24          NA
## 1482           15        -Inf    42        25          NA
## 1483           15        -Inf    31        26          NA
## 1484           15        -Inf    50        27          NA
## 1485           15        -Inf    56        28          NA
## 1486           15        -Inf    46        29          NA
## 1487           15        -Inf    44        30          NA
## 1488           15        -Inf    49        31          NA
## 1489           15        -Inf    55        32          NA
## 1490           15        -Inf    52        33          NA
## 1491           15        -Inf    26        34          NA
## 1492           15        -Inf    23        35          NA
## 1493           15        -Inf    23        36          NA
## 1494           15        -Inf    39        37          NA
## 1495           15        -Inf    41        38          NA
## 1496           15        -Inf    47        39          NA
## 1497           15        -Inf    33        40          NA
## 1498           15        -Inf    38        41          NA
## 1499           15        -Inf    38        42          NA
## 1500           15        -Inf    37        43          NA
## 1501           15        -Inf    29        44          NA
## 1502           15        -Inf    36        45          NA
## 1503           15        -Inf    36        46          NA
## 1504           15        -Inf    34        47          NA
## 1505           15        -Inf    37        48          NA
## 1506           15        -Inf    29        49          NA
## 1507           15        -Inf    30        50          NA
## 1508           15          NA    NA        51          NA
## 1509           15        -Inf    19         1          NA
## 1510           15        -Inf    17         2          NA
## 1511           15        -Inf    12         3          NA
## 1512           15        -Inf    29         4          NA
## 1513           15        -Inf    45         5          NA
## 1514           15        -Inf    52         6          NA
## 1515           15        -Inf    53         7          NA
## 1516           15        -Inf    51         8          NA
## 1517           15        -Inf    55         9          NA
## 1518           15        -Inf    56        10          NA
## 1519           15        -Inf    54        11          NA
## 1520           15        -Inf    54        12          NA
## 1521           15        -Inf    55        13          NA
## 1522           15        -Inf    54        14          NA
## 1523           15        -Inf    53        15          NA
## 1524           15        -Inf    53        16          NA
## 1525           15        -Inf    52        17          NA
## 1526           15        -Inf    44        18          NA
## 1527           15        -Inf    44        19          NA
## 1528           15        -Inf    46        20          NA
## 1529           15        -Inf    49        21          NA
## 1530           15        -Inf    52        22          NA
## 1531           15        -Inf    51        23          NA
## 1532           15        -Inf    52        24          NA
## 1533           15        -Inf    52        25          NA
## 1534           15        -Inf    53        26          NA
## 1535           15        -Inf    54        27          NA
## 1536           15        -Inf    53        28          NA
## 1537           15        -Inf    53        29          NA
## 1538           15        -Inf    53        30          NA
## 1539           15        -Inf    53        31          NA
## 1540           15        -Inf    56        32          NA
## 1541           15        -Inf    55        33          NA
## 1542           15        -Inf    54        34          NA
## 1543           15        -Inf    54        35          NA
## 1544           15        -Inf    54        36          NA
## 1545           15        -Inf    54        37          NA
## 1546           15        -Inf    55        38          NA
## 1547           15        -Inf    54        39          NA
## 1548           15        -Inf    56        40          NA
## 1549           15        -Inf    55        41          NA
## 1550           15        -Inf    55        42          NA
## 1551           15        -Inf    54        43          NA
## 1552           15        -Inf    55        44          NA
## 1553           15        -Inf    55        45          NA
## 1554           15        -Inf    54        46          NA
## 1555           15        -Inf    54        47          NA
## 1556           15        -Inf    54        48          NA
## 1557           15        -Inf    56        49          NA
## 1558           15        -Inf    54        50          NA
## 1559           15          NA    NA        51          NA
## 1560           15  -2927.2829    NA        NA 0.568735464
## 1561           16          NA    NA        NA          NA
## 1562           16   -807.2094     0         1          NA
## 1563           16   -675.4270     0         2          NA
## 1564           16   -663.6079     0         3          NA
## 1565           16   -648.4311     0         4          NA
## 1566           16   -643.6220     0         5          NA
## 1567           16   -643.2575     0         6          NA
## 1568           16   -641.8407     0         7          NA
## 1569           16   -640.9161     0         8          NA
## 1570           16   -641.2041     0         9          NA
## 1571           16   -640.3145     0        10          NA
## 1572           16   -640.0815     0        11          NA
## 1573           16   -640.2161     0        12          NA
## 1574           16   -639.5625     0        13          NA
## 1575           16   -639.8266     0        14          NA
## 1576           16   -639.7607     0        15          NA
## 1577           16   -639.8261     0        16          NA
## 1578           16   -639.5116     0        17          NA
## 1579           16   -638.8470     0        18          NA
## 1580           16   -639.0641     0        19          NA
## 1581           16   -638.6816     0        20          NA
## 1582           16   -638.6566     0        21          NA
## 1583           16   -638.7382     0        22          NA
## 1584           16   -638.7758     0        23          NA
## 1585           16   -638.4731     0        24          NA
## 1586           16   -638.7392     0        25          NA
## 1587           16   -638.7164     0        26          NA
## 1588           16   -638.0424     0        27          NA
## 1589           16   -638.1506     0        28          NA
## 1590           16   -638.6177     0        29          NA
## 1591           16   -638.3199     0        30          NA
## 1592           16   -637.7527     0        31          NA
## 1593           16   -638.0436     0        32          NA
## 1594           16   -638.0203     0        33          NA
## 1595           16   -637.8457     0        34          NA
## 1596           16   -637.7972     0        35          NA
## 1597           16   -637.4811     0        36          NA
## 1598           16   -637.2304     0        37          NA
## 1599           16   -637.2854     0        38          NA
## 1600           16   -637.2475     0        39          NA
## 1601           16   -637.3019     0        40          NA
## 1602           16   -637.2250     0        41          NA
## 1603           16   -636.9545     0        42          NA
## 1604           16   -636.9271     0        43          NA
## 1605           16   -636.4792     0        44          NA
## 1606           16   -636.7921     0        45          NA
## 1607           16   -636.8046     0        46          NA
## 1608           16   -636.7886     0        47          NA
## 1609           16   -636.7279     0        48          NA
## 1610           16   -636.6608     0        49          NA
## 1611           16   -636.6987     0        50          NA
## 1612           16          NA    NA        51          NA
## 1613           16   -635.8459     0         1          NA
## 1614           16   -637.6147     0         2          NA
## 1615           16   -637.7804     0         3          NA
## 1616           16   -637.6793     0         4          NA
## 1617           16   -637.4750     0         5          NA
## 1618           16   -637.5614     0         6          NA
## 1619           16   -637.5669     0         7          NA
## 1620           16   -637.7797     0         8          NA
## 1621           16   -637.7425     0         9          NA
## 1622           16   -637.5139     0        10          NA
## 1623           16   -637.1735     0        11          NA
## 1624           16   -637.0671     0        12          NA
## 1625           16   -636.6148     0        13          NA
## 1626           16   -637.0470     0        14          NA
## 1627           16   -636.6976     0        15          NA
## 1628           16   -636.5037     0        16          NA
## 1629           16   -636.8069     0        17          NA
## 1630           16   -636.3550     0        18          NA
## 1631           16   -636.4943     0        19          NA
## 1632           16   -636.1023     0        20          NA
## 1633           16   -635.7484     0        21          NA
## 1634           16   -635.5824     0        22          NA
## 1635           16   -635.9237     0        23          NA
## 1636           16   -635.4046     0        24          NA
## 1637           16   -635.2107     0        25          NA
## 1638           16   -635.4956     0        26          NA
## 1639           16   -635.0344     0        27          NA
## 1640           16   -634.9184     0        28          NA
## 1641           16   -634.9788     0        29          NA
## 1642           16   -634.8645     0        30          NA
## 1643           16   -634.9266     0        31          NA
## 1644           16   -634.7253     0        32          NA
## 1645           16   -634.6783     0        33          NA
## 1646           16   -634.7888     0        34          NA
## 1647           16   -634.4513     0        35          NA
## 1648           16   -634.5061     0        36          NA
## 1649           16   -634.1142     0        37          NA
## 1650           16   -634.3254     0        38          NA
## 1651           16   -634.1790     0        39          NA
## 1652           16   -634.2089     0        40          NA
## 1653           16   -634.0730     0        41          NA
## 1654           16   -634.0542     0        42          NA
## 1655           16   -633.7316     0        43          NA
## 1656           16   -634.0862     0        44          NA
## 1657           16   -633.7831     0        45          NA
## 1658           16   -633.9984     0        46          NA
## 1659           16   -633.8430     0        47          NA
## 1660           16   -633.5633     0        48          NA
## 1661           16   -633.7495     0        49          NA
## 1662           16   -633.5007     0        50          NA
## 1663           16          NA    NA        51          NA
## 1664           16   -630.0356    NA        NA 0.006607484
## 1665           17          NA    NA        NA          NA
## 1666           17   -974.8454     0         1          NA
## 1667           17   -754.4529     0         2          NA
## 1668           17   -743.0478     0         3          NA
## 1669           17   -729.9095     0         4          NA
## 1670           17   -726.0658     0         5          NA
## 1671           17   -720.6251     0         6          NA
## 1672           17   -701.0013     0         7          NA
## 1673           17   -700.7883     0         8          NA
## 1674           17   -670.5887     0         9          NA
## 1675           17   -658.3724     0        10          NA
## 1676           17   -656.6727     0        11          NA
## 1677           17   -650.4239     0        12          NA
## 1678           17   -645.9438     0        13          NA
## 1679           17   -644.8634     0        14          NA
## 1680           17   -643.4936     0        15          NA
## 1681           17   -641.9599     0        16          NA
## 1682           17   -640.4099     0        17          NA
## 1683           17   -641.2085     0        18          NA
## 1684           17   -640.5076     0        19          NA
## 1685           17   -640.7704     0        20          NA
## 1686           17   -640.5573     0        21          NA
## 1687           17   -641.1254     0        22          NA
## 1688           17   -641.2544     0        23          NA
## 1689           17   -640.3864     0        24          NA
## 1690           17   -640.6637     0        25          NA
## 1691           17   -640.7607     0        26          NA
## 1692           17   -640.9549     0        27          NA
## 1693           17   -640.5208     0        28          NA
## 1694           17   -640.3635     0        29          NA
## 1695           17   -639.8437     0        30          NA
## 1696           17   -640.5310     0        31          NA
## 1697           17   -640.4750     0        32          NA
## 1698           17   -640.1643     0        33          NA
## 1699           17   -639.5467     0        34          NA
## 1700           17   -640.6953     0        35          NA
## 1701           17   -640.5418     0        36          NA
## 1702           17   -640.1453     0        37          NA
## 1703           17   -640.6319     0        38          NA
## 1704           17   -639.7743     0        39          NA
## 1705           17   -640.3859     0        40          NA
## 1706           17   -640.2053     0        41          NA
## 1707           17   -640.0914     0        42          NA
## 1708           17   -639.7573     0        43          NA
## 1709           17   -639.1115     0        44          NA
## 1710           17   -639.8843     0        45          NA
## 1711           17   -639.2636     0        46          NA
## 1712           17   -640.2794     0        47          NA
## 1713           17   -640.0170     0        48          NA
## 1714           17   -639.9004     0        49          NA
## 1715           17   -638.4233     0        50          NA
## 1716           17          NA    NA        51          NA
## 1717           17   -638.8824     0         1          NA
## 1718           17   -640.6403     0         2          NA
## 1719           17   -640.4693     0         3          NA
## 1720           17   -640.4573     0         4          NA
## 1721           17   -640.8458     0         5          NA
## 1722           17   -640.7290     0         6          NA
## 1723           17   -641.0072     0         7          NA
## 1724           17   -640.3630     0         8          NA
## 1725           17   -640.8132     0         9          NA
## 1726           17   -640.9797     0        10          NA
## 1727           17   -641.1419     0        11          NA
## 1728           17   -640.6170     0        12          NA
## 1729           17   -640.7248     0        13          NA
## 1730           17   -640.5308     0        14          NA
## 1731           17   -640.4213     0        15          NA
## 1732           17   -639.3747     0        16          NA
## 1733           17   -639.9483     0        17          NA
## 1734           17   -640.4044     0        18          NA
## 1735           17   -640.4610     0        19          NA
## 1736           17   -639.9484     0        20          NA
## 1737           17   -639.3293     0        21          NA
## 1738           17   -639.7849     0        22          NA
## 1739           17   -639.8951     0        23          NA
## 1740           17   -640.3611     0        24          NA
## 1741           17   -639.9011     0        25          NA
## 1742           17   -638.9179     0        26          NA
## 1743           17   -638.7887     0        27          NA
## 1744           17   -639.0912     0        28          NA
## 1745           17   -640.1601     0        29          NA
## 1746           17   -639.8040     0        30          NA
## 1747           17   -639.9959     0        31          NA
## 1748           17   -639.6253     0        32          NA
## 1749           17   -639.4503     0        33          NA
## 1750           17   -639.1469     0        34          NA
## 1751           17   -638.8205     0        35          NA
## 1752           17   -638.7279     0        36          NA
## 1753           17   -638.9585     0        37          NA
## 1754           17   -638.6124     0        38          NA
## 1755           17   -638.4200     0        39          NA
## 1756           17   -639.2574     0        40          NA
## 1757           17   -639.4122     0        41          NA
## 1758           17   -638.9534     0        42          NA
## 1759           17   -639.2890     0        43          NA
## 1760           17   -638.1097     0        44          NA
## 1761           17   -638.7350     0        45          NA
## 1762           17   -639.1637     0        46          NA
## 1763           17   -638.5975     0        47          NA
## 1764           17   -638.7779     0        48          NA
## 1765           17   -638.0389     0        49          NA
## 1766           17   -638.7974     0        50          NA
## 1767           17          NA    NA        51          NA
## 1768           17   -636.0439    NA        NA 0.014187378
## 1769           18          NA    NA        NA          NA
## 1770           18   -673.1063     0         1          NA
## 1771           18   -713.6845     0         2          NA
## 1772           18   -670.5525     0         3          NA
## 1773           18   -659.4481     0         4          NA
## 1774           18   -649.2528     0         5          NA
## 1775           18   -643.4939     0         6          NA
## 1776           18   -640.3450     0         7          NA
## 1777           18   -639.2295     0         8          NA
## 1778           18   -639.1540     0         9          NA
## 1779           18   -638.6713     0        10          NA
## 1780           18   -638.5731     0        11          NA
## 1781           18   -638.2865     0        12          NA
## 1782           18   -637.8208     0        13          NA
## 1783           18   -637.9138     0        14          NA
## 1784           18   -637.8620     0        15          NA
## 1785           18   -637.6953     0        16          NA
## 1786           18   -637.4349     0        17          NA
## 1787           18   -637.3509     0        18          NA
## 1788           18   -637.6209     0        19          NA
## 1789           18   -637.4667     0        20          NA
## 1790           18   -637.2406     0        21          NA
## 1791           18   -637.3825     0        22          NA
## 1792           18   -637.1024     0        23          NA
## 1793           18   -636.6746     0        24          NA
## 1794           18   -636.8938     0        25          NA
## 1795           18   -637.1407     0        26          NA
## 1796           18   -636.6207     0        27          NA
## 1797           18   -636.6418     0        28          NA
## 1798           18   -636.3936     0        29          NA
## 1799           18   -636.5148     0        30          NA
## 1800           18   -636.6407     0        31          NA
## 1801           18   -636.5561     0        32          NA
## 1802           18   -636.1456     0        33          NA
## 1803           18   -635.9370     0        34          NA
## 1804           18   -636.1086     0        35          NA
## 1805           18   -636.2157     0        36          NA
## 1806           18   -635.9121     0        37          NA
## 1807           18   -635.8914     0        38          NA
## 1808           18   -635.4200     0        39          NA
## 1809           18   -635.5588     0        40          NA
## 1810           18   -635.5247     0        41          NA
## 1811           18   -635.6441     0        42          NA
## 1812           18   -635.7652     0        43          NA
## 1813           18   -635.1771     0        44          NA
## 1814           18   -635.3905     0        45          NA
## 1815           18   -635.1654     0        46          NA
## 1816           18   -635.0545     0        47          NA
## 1817           18   -634.9886     0        48          NA
## 1818           18   -634.9183     0        49          NA
## 1819           18   -634.8908     0        50          NA
## 1820           18          NA    NA        51          NA
## 1821           18   -634.6678     0         1          NA
## 1822           18   -636.3868     0         2          NA
## 1823           18   -635.8237     0         3          NA
## 1824           18   -636.4104     0         4          NA
## 1825           18   -636.2058     0         5          NA
## 1826           18   -636.6692     0         6          NA
## 1827           18   -636.4710     0         7          NA
## 1828           18   -636.4841     0         8          NA
## 1829           18   -636.3898     0         9          NA
## 1830           18   -635.9715     0        10          NA
## 1831           18   -635.7926     0        11          NA
## 1832           18   -635.8689     0        12          NA
## 1833           18   -635.4235     0        13          NA
## 1834           18   -635.3174     0        14          NA
## 1835           18   -635.1369     0        15          NA
## 1836           18   -635.1196     0        16          NA
## 1837           18   -634.9662     0        17          NA
## 1838           18   -635.0473     0        18          NA
## 1839           18   -634.7798     0        19          NA
## 1840           18   -634.3506     0        20          NA
## 1841           18   -635.2425     0        21          NA
## 1842           18   -634.7169     0        22          NA
## 1843           18   -634.4891     0        23          NA
## 1844           18   -634.8908     0        24          NA
## 1845           18   -634.6478     0        25          NA
## 1846           18   -634.4100     0        26          NA
## 1847           18   -633.9582     0        27          NA
## 1848           18   -634.2367     0        28          NA
## 1849           18   -634.1685     0        29          NA
## 1850           18   -633.8588     0        30          NA
## 1851           18   -633.7014     0        31          NA
## 1852           18   -633.5424     0        32          NA
## 1853           18   -634.0289     0        33          NA
## 1854           18   -633.6390     0        34          NA
## 1855           18   -633.6469     0        35          NA
## 1856           18   -633.7912     0        36          NA
## 1857           18   -633.6772     0        37          NA
## 1858           18   -633.6035     0        38          NA
## 1859           18   -633.5185     0        39          NA
## 1860           18   -633.5114     0        40          NA
## 1861           18   -633.5899     0        41          NA
## 1862           18   -633.2257     0        42          NA
## 1863           18   -633.2622     0        43          NA
## 1864           18   -633.1782     0        44          NA
## 1865           18   -633.3587     0        45          NA
## 1866           18   -633.0556     0        46          NA
## 1867           18   -632.8104     0        47          NA
## 1868           18   -632.8407     0        48          NA
## 1869           18   -632.9765     0        49          NA
## 1870           18   -632.7392     0        50          NA
## 1871           18          NA    NA        51          NA
## 1872           18   -628.9906    NA        NA 0.011953624
## 1873           19          NA    NA        NA          NA
## 1874           19        -Inf    56         1          NA
## 1875           19        -Inf    55         2          NA
## 1876           19        -Inf     6         3          NA
## 1877           19   -761.0966     0         4          NA
## 1878           19   -744.6024     0         5          NA
## 1879           19   -743.3716     0         6          NA
## 1880           19   -739.3435     0         7          NA
## 1881           19   -728.6230     0         8          NA
## 1882           19   -710.5533     0         9          NA
## 1883           19   -701.4730     0        10          NA
## 1884           19   -700.0602     0        11          NA
## 1885           19   -699.1453     0        12          NA
## 1886           19   -698.0966     0        13          NA
## 1887           19   -698.4445     0        14          NA
## 1888           19   -699.6911     0        15          NA
## 1889           19   -696.4192     0        16          NA
## 1890           19   -696.0770     0        17          NA
## 1891           19   -695.8981     0        18          NA
## 1892           19   -691.8989     0        19          NA
## 1893           19   -690.2719     0        20          NA
## 1894           19   -690.3243     0        21          NA
## 1895           19   -689.5822     0        22          NA
## 1896           19   -688.1693     0        23          NA
## 1897           19   -686.6372     0        24          NA
## 1898           19   -682.6716     0        25          NA
## 1899           19   -683.5360     0        26          NA
## 1900           19   -677.8917     0        27          NA
## 1901           19   -674.0305     0        28          NA
## 1902           19   -672.0606     0        29          NA
## 1903           19   -671.3888     0        30          NA
## 1904           19   -669.7204     0        31          NA
## 1905           19   -667.9581     0        32          NA
## 1906           19   -663.1529     0        33          NA
## 1907           19   -661.0824     0        34          NA
## 1908           19   -659.3027     0        35          NA
## 1909           19   -656.7943     0        36          NA
## 1910           19   -657.6393     0        37          NA
## 1911           19   -656.2894     0        38          NA
## 1912           19   -653.4201     0        39          NA
## 1913           19   -649.1063     0        40          NA
## 1914           19   -646.6714     0        41          NA
## 1915           19   -645.5532     0        42          NA
## 1916           19   -645.6810     0        43          NA
## 1917           19   -644.5319     0        44          NA
## 1918           19   -644.0247     0        45          NA
## 1919           19   -644.3105     0        46          NA
## 1920           19   -644.0151     0        47          NA
## 1921           19   -644.6936     0        48          NA
## 1922           19   -644.2011     0        49          NA
## 1923           19   -643.7418     0        50          NA
## 1924           19          NA    NA        51          NA
## 1925           19   -643.6253     0         1          NA
## 1926           19   -645.3723     0         2          NA
## 1927           19   -645.0902     0         3          NA
## 1928           19   -645.5869     0         4          NA
## 1929           19   -644.9257     0         5          NA
## 1930           19   -644.7162     0         6          NA
## 1931           19   -644.4669     0         7          NA
## 1932           19   -644.6883     0         8          NA
## 1933           19   -644.9372     0         9          NA
## 1934           19   -644.8259     0        10          NA
## 1935           19   -645.0473     0        11          NA
## 1936           19   -644.9252     0        12          NA
## 1937           19   -644.6625     0        13          NA
## 1938           19   -644.0513     0        14          NA
## 1939           19   -644.4781     0        15          NA
## 1940           19   -643.8416     0        16          NA
## 1941           19   -644.0160     0        17          NA
## 1942           19   -644.1046     0        18          NA
## 1943           19   -643.6104     0        19          NA
## 1944           19   -643.2120     0        20          NA
## 1945           19   -643.4053     0        21          NA
## 1946           19   -643.7101     0        22          NA
## 1947           19   -643.1404     0        23          NA
## 1948           19   -642.8065     0        24          NA
## 1949           19   -643.1571     0        25          NA
## 1950           19   -642.9039     0        26          NA
## 1951           19   -643.2841     0        27          NA
## 1952           19   -642.8389     0        28          NA
## 1953           19   -643.1987     0        29          NA
## 1954           19   -642.8962     0        30          NA
## 1955           19   -643.3071     0        31          NA
## 1956           19   -643.5544     0        32          NA
## 1957           19   -642.8070     0        33          NA
## 1958           19   -643.0263     0        34          NA
## 1959           19   -642.8364     0        35          NA
## 1960           19   -642.7901     0        36          NA
## 1961           19   -643.0026     0        37          NA
## 1962           19   -642.3340     0        38          NA
## 1963           19   -642.3377     0        39          NA
## 1964           19   -641.9743     0        40          NA
## 1965           19   -642.3889     0        41          NA
## 1966           19   -642.4686     0        42          NA
## 1967           19   -642.6080     0        43          NA
## 1968           19   -642.0847     0        44          NA
## 1969           19   -642.3460     0        45          NA
## 1970           19   -642.0442     0        46          NA
## 1971           19   -641.9453     0        47          NA
## 1972           19   -641.7720     0        48          NA
## 1973           19   -642.1687     0        49          NA
## 1974           19   -641.9337     0        50          NA
## 1975           19          NA    NA        51          NA
## 1976           19   -641.3874    NA        NA 0.015986284
## 1977           20          NA    NA        NA          NA
## 1978           20   -724.6809     0         1          NA
## 1979           20   -702.2285     0         2          NA
## 1980           20   -668.1051     0         3          NA
## 1981           20   -655.8863     0         4          NA
## 1982           20   -648.8171     0         5          NA
## 1983           20   -643.8258     0         6          NA
## 1984           20   -641.1629     0         7          NA
## 1985           20   -639.9088     0         8          NA
## 1986           20   -639.7558     0         9          NA
## 1987           20   -638.5255     0        10          NA
## 1988           20   -639.3479     0        11          NA
## 1989           20   -638.6242     0        12          NA
## 1990           20   -638.4059     0        13          NA
## 1991           20   -638.4792     0        14          NA
## 1992           20   -637.8378     0        15          NA
## 1993           20   -637.1511     0        16          NA
## 1994           20   -636.9476     0        17          NA
## 1995           20   -636.8582     0        18          NA
## 1996           20   -636.6229     0        19          NA
## 1997           20   -636.9746     0        20          NA
## 1998           20   -636.6921     0        21          NA
## 1999           20   -636.6320     0        22          NA
## 2000           20   -636.3249     0        23          NA
## 2001           20   -636.1622     0        24          NA
## 2002           20   -636.3142     0        25          NA
## 2003           20   -636.1118     0        26          NA
## 2004           20   -635.9279     0        27          NA
## 2005           20   -635.0532     0        28          NA
## 2006           20   -635.3724     0        29          NA
## 2007           20   -635.0599     0        30          NA
## 2008           20   -635.1194     0        31          NA
## 2009           20   -635.0201     0        32          NA
## 2010           20   -634.9818     0        33          NA
## 2011           20   -634.8440     0        34          NA
## 2012           20   -634.6914     0        35          NA
## 2013           20   -634.4753     0        36          NA
## 2014           20   -634.1827     0        37          NA
## 2015           20   -634.0752     0        38          NA
## 2016           20   -634.1493     0        39          NA
## 2017           20   -634.3943     0        40          NA
## 2018           20   -634.2474     0        41          NA
## 2019           20   -634.2774     0        42          NA
## 2020           20   -634.4108     0        43          NA
## 2021           20   -634.0105     0        44          NA
## 2022           20   -633.7037     0        45          NA
## 2023           20   -633.7797     0        46          NA
## 2024           20   -633.9517     0        47          NA
## 2025           20   -633.6816     0        48          NA
## 2026           20   -633.7900     0        49          NA
## 2027           20   -633.6512     0        50          NA
## 2028           20          NA    NA        51          NA
## 2029           20   -633.4419     0         1          NA
## 2030           20   -635.2447     0         2          NA
## 2031           20   -634.9778     0         3          NA
## 2032           20   -635.0110     0         4          NA
## 2033           20   -635.0617     0         5          NA
## 2034           20   -634.7215     0         6          NA
## 2035           20   -634.4080     0         7          NA
## 2036           20   -634.7574     0         8          NA
## 2037           20   -635.0592     0         9          NA
## 2038           20   -634.5036     0        10          NA
## 2039           20   -634.5443     0        11          NA
## 2040           20   -634.3282     0        12          NA
## 2041           20   -634.4564     0        13          NA
## 2042           20   -634.3145     0        14          NA
## 2043           20   -634.4738     0        15          NA
## 2044           20   -634.5760     0        16          NA
## 2045           20   -634.2160     0        17          NA
## 2046           20   -633.9299     0        18          NA
## 2047           20   -634.1910     0        19          NA
## 2048           20   -633.8599     0        20          NA
## 2049           20   -633.7724     0        21          NA
## 2050           20   -633.9182     0        22          NA
## 2051           20   -633.4933     0        23          NA
## 2052           20   -633.8219     0        24          NA
## 2053           20   -633.7143     0        25          NA
## 2054           20   -633.4532     0        26          NA
## 2055           20   -633.3958     0        27          NA
## 2056           20   -633.5334     0        28          NA
## 2057           20   -633.4732     0        29          NA
## 2058           20   -633.2116     0        30          NA
## 2059           20   -633.1445     0        31          NA
## 2060           20   -633.4046     0        32          NA
## 2061           20   -633.4487     0        33          NA
## 2062           20   -633.3689     0        34          NA
## 2063           20   -632.8814     0        35          NA
## 2064           20   -633.2593     0        36          NA
## 2065           20   -633.0653     0        37          NA
## 2066           20   -632.9646     0        38          NA
## 2067           20   -632.9850     0        39          NA
## 2068           20   -632.7516     0        40          NA
## 2069           20   -633.0132     0        41          NA
## 2070           20   -633.0954     0        42          NA
## 2071           20   -632.9300     0        43          NA
## 2072           20   -632.8054     0        44          NA
## 2073           20   -632.6692     0        45          NA
## 2074           20   -632.8059     0        46          NA
## 2075           20   -632.7729     0        47          NA
## 2076           20   -632.5991     0        48          NA
## 2077           20   -632.6117     0        49          NA
## 2078           20   -632.5944     0        50          NA
## 2079           20          NA    NA        51          NA
## 2080           20   -629.3093    NA        NA 0.009252720
## 2081           21          NA    NA        NA          NA
## 2082           21   -743.7214     0         1          NA
## 2083           21   -737.5277     0         2          NA
## 2084           21   -716.4531     0         3          NA
## 2085           21   -703.1886     0         4          NA
## 2086           21   -666.1098     0         5          NA
## 2087           21   -653.6796     0         6          NA
## 2088           21   -648.1654     0         7          NA
## 2089           21   -646.2557     0         8          NA
## 2090           21   -644.8565     0         9          NA
## 2091           21   -644.4283     0        10          NA
## 2092           21   -644.1677     0        11          NA
## 2093           21   -643.7327     0        12          NA
## 2094           21   -643.7854     0        13          NA
## 2095           21   -643.1662     0        14          NA
## 2096           21   -643.2414     0        15          NA
## 2097           21   -643.2090     0        16          NA
## 2098           21   -643.1259     0        17          NA
## 2099           21   -643.2381     0        18          NA
## 2100           21   -642.4533     0        19          NA
## 2101           21   -642.3865     0        20          NA
## 2102           21   -642.8883     0        21          NA
## 2103           21   -642.9404     0        22          NA
## 2104           21   -642.0403     0        23          NA
## 2105           21   -641.8962     0        24          NA
## 2106           21   -641.6826     0        25          NA
## 2107           21   -641.5841     0        26          NA
## 2108           21   -641.5247     0        27          NA
## 2109           21   -641.6130     0        28          NA
## 2110           21   -641.6078     0        29          NA
## 2111           21   -641.4786     0        30          NA
## 2112           21   -640.8073     0        31          NA
## 2113           21   -641.1094     0        32          NA
## 2114           21   -640.6723     0        33          NA
## 2115           21   -640.7700     0        34          NA
## 2116           21   -640.8054     0        35          NA
## 2117           21   -640.4183     0        36          NA
## 2118           21   -640.5315     0        37          NA
## 2119           21   -640.5119     0        38          NA
## 2120           21   -640.2467     0        39          NA
## 2121           21   -640.0764     0        40          NA
## 2122           21   -639.9285     0        41          NA
## 2123           21   -639.9513     0        42          NA
## 2124           21   -639.7900     0        43          NA
## 2125           21   -639.7185     0        44          NA
## 2126           21   -639.8228     0        45          NA
## 2127           21   -639.6227     0        46          NA
## 2128           21   -639.5761     0        47          NA
## 2129           21   -639.5896     0        48          NA
## 2130           21   -639.6099     0        49          NA
## 2131           21   -639.5614     0        50          NA
## 2132           21          NA    NA        51          NA
## 2133           21   -639.1539     0         1          NA
## 2134           21   -640.6481     0         2          NA
## 2135           21   -640.9331     0         3          NA
## 2136           21   -640.5822     0         4          NA
## 2137           21   -640.9296     0         5          NA
## 2138           21   -640.8313     0         6          NA
## 2139           21   -640.8575     0         7          NA
## 2140           21   -640.6183     0         8          NA
## 2141           21   -640.8410     0         9          NA
## 2142           21   -640.0527     0        10          NA
## 2143           21   -641.1766     0        11          NA
## 2144           21   -640.4946     0        12          NA
## 2145           21   -640.4750     0        13          NA
## 2146           21   -640.0907     0        14          NA
## 2147           21   -640.1124     0        15          NA
## 2148           21   -640.0806     0        16          NA
## 2149           21   -639.5868     0        17          NA
## 2150           21   -639.4875     0        18          NA
## 2151           21   -639.9381     0        19          NA
## 2152           21   -639.3422     0        20          NA
## 2153           21   -639.2880     0        21          NA
## 2154           21   -639.4608     0        22          NA
## 2155           21   -639.3712     0        23          NA
## 2156           21   -639.0297     0        24          NA
## 2157           21   -639.1804     0        25          NA
## 2158           21   -638.5881     0        26          NA
## 2159           21   -638.9905     0        27          NA
## 2160           21   -638.8728     0        28          NA
## 2161           21   -638.6351     0        29          NA
## 2162           21   -638.4143     0        30          NA
## 2163           21   -638.4310     0        31          NA
## 2164           21   -638.4083     0        32          NA
## 2165           21   -638.7582     0        33          NA
## 2166           21   -638.2273     0        34          NA
## 2167           21   -638.5028     0        35          NA
## 2168           21   -638.2141     0        36          NA
## 2169           21   -638.3727     0        37          NA
## 2170           21   -638.4038     0        38          NA
## 2171           21   -638.0250     0        39          NA
## 2172           21   -638.0401     0        40          NA
## 2173           21   -637.9364     0        41          NA
## 2174           21   -637.5753     0        42          NA
## 2175           21   -637.6842     0        43          NA
## 2176           21   -637.6386     0        44          NA
## 2177           21   -637.5859     0        45          NA
## 2178           21   -637.6242     0        46          NA
## 2179           21   -637.3397     0        47          NA
## 2180           21   -637.3540     0        48          NA
## 2181           21   -637.2550     0        49          NA
## 2182           21   -636.9800     0        50          NA
## 2183           21          NA    NA        51          NA
## 2184           21   -633.6391    NA        NA 0.010725312
## 2185           22          NA    NA        NA          NA
## 2186           22   -750.4333     0         1          NA
## 2187           22   -693.4607     0         2          NA
## 2188           22   -699.8010     0         3          NA
## 2189           22   -673.2125     0         4          NA
## 2190           22   -655.6539     0         5          NA
## 2191           22   -651.9741     0         6          NA
## 2192           22   -646.0618     0         7          NA
## 2193           22   -643.4166     0         8          NA
## 2194           22   -643.1860     0         9          NA
## 2195           22   -642.7561     0        10          NA
## 2196           22   -642.9060     0        11          NA
## 2197           22   -642.9202     0        12          NA
## 2198           22   -642.7236     0        13          NA
## 2199           22   -642.1828     0        14          NA
## 2200           22   -642.0908     0        15          NA
## 2201           22   -641.9357     0        16          NA
## 2202           22   -642.5163     0        17          NA
## 2203           22   -641.9794     0        18          NA
## 2204           22   -641.6807     0        19          NA
## 2205           22   -641.5338     0        20          NA
## 2206           22   -641.5887     0        21          NA
## 2207           22   -642.1814     0        22          NA
## 2208           22   -641.7479     0        23          NA
## 2209           22   -641.8200     0        24          NA
## 2210           22   -641.7141     0        25          NA
## 2211           22   -641.3399     0        26          NA
## 2212           22   -641.0424     0        27          NA
## 2213           22   -641.1397     0        28          NA
## 2214           22   -640.8309     0        29          NA
## 2215           22   -640.4636     0        30          NA
## 2216           22   -640.5222     0        31          NA
## 2217           22   -640.4938     0        32          NA
## 2218           22   -640.1887     0        33          NA
## 2219           22   -640.7230     0        34          NA
## 2220           22   -640.5673     0        35          NA
## 2221           22   -640.4290     0        36          NA
## 2222           22   -640.6155     0        37          NA
## 2223           22   -640.4158     0        38          NA
## 2224           22   -640.6245     0        39          NA
## 2225           22   -640.1970     0        40          NA
## 2226           22   -640.1278     0        41          NA
## 2227           22   -639.8181     0        42          NA
## 2228           22   -639.6781     0        43          NA
## 2229           22   -639.5869     0        44          NA
## 2230           22   -639.7675     0        45          NA
## 2231           22   -639.5654     0        46          NA
## 2232           22   -639.4405     0        47          NA
## 2233           22   -639.2366     0        48          NA
## 2234           22   -639.1282     0        49          NA
## 2235           22   -639.1257     0        50          NA
## 2236           22          NA    NA        51          NA
## 2237           22   -638.5079     0         1          NA
## 2238           22   -640.4202     0         2          NA
## 2239           22   -640.8302     0         3          NA
## 2240           22   -640.6984     0         4          NA
## 2241           22   -640.3916     0         5          NA
## 2242           22   -640.1740     0         6          NA
## 2243           22   -640.0925     0         7          NA
## 2244           22   -640.2502     0         8          NA
## 2245           22   -639.8875     0         9          NA
## 2246           22   -639.8783     0        10          NA
## 2247           22   -639.8582     0        11          NA
## 2248           22   -639.9418     0        12          NA
## 2249           22   -639.9123     0        13          NA
## 2250           22   -639.5527     0        14          NA
## 2251           22   -639.3407     0        15          NA
## 2252           22   -639.1952     0        16          NA
## 2253           22   -639.2622     0        17          NA
## 2254           22   -639.0202     0        18          NA
## 2255           22   -639.1537     0        19          NA
## 2256           22   -639.0204     0        20          NA
## 2257           22   -638.9702     0        21          NA
## 2258           22   -638.8895     0        22          NA
## 2259           22   -638.8494     0        23          NA
## 2260           22   -638.8754     0        24          NA
## 2261           22   -638.4254     0        25          NA
## 2262           22   -638.5018     0        26          NA
## 2263           22   -638.2376     0        27          NA
## 2264           22   -638.6062     0        28          NA
## 2265           22   -637.7140     0        29          NA
## 2266           22   -638.2178     0        30          NA
## 2267           22   -638.3141     0        31          NA
## 2268           22   -637.8181     0        32          NA
## 2269           22   -638.0955     0        33          NA
## 2270           22   -637.8625     0        34          NA
## 2271           22   -637.9351     0        35          NA
## 2272           22   -637.8352     0        36          NA
## 2273           22   -637.5729     0        37          NA
## 2274           22   -637.4947     0        38          NA
## 2275           22   -637.2537     0        39          NA
## 2276           22   -637.5210     0        40          NA
## 2277           22   -637.4588     0        41          NA
## 2278           22   -637.0747     0        42          NA
## 2279           22   -637.1570     0        43          NA
## 2280           22   -637.1222     0        44          NA
## 2281           22   -637.2020     0        45          NA
## 2282           22   -636.6120     0        46          NA
## 2283           22   -637.0855     0        47          NA
## 2284           22   -636.8336     0        48          NA
## 2285           22   -636.8205     0        49          NA
## 2286           22   -636.8682     0        50          NA
## 2287           22          NA    NA        51          NA
## 2288           22   -632.9500    NA        NA 0.009477032
## 2289           23          NA    NA        NA          NA
## 2290           23  -1119.3896     0         1          NA
## 2291           23   -736.8164     0         2          NA
## 2292           23   -701.0361     0         3          NA
## 2293           23   -689.4677     0         4          NA
## 2294           23   -703.9040     0         5          NA
## 2295           23   -682.9656     0         6          NA
## 2296           23   -675.5317     0         7          NA
## 2297           23   -665.3318     0         8          NA
## 2298           23   -654.8599     0         9          NA
## 2299           23   -647.1544     0        10          NA
## 2300           23   -646.9849     0        11          NA
## 2301           23   -646.7154     0        12          NA
## 2302           23   -644.9337     0        13          NA
## 2303           23   -644.6152     0        14          NA
## 2304           23   -645.1409     0        15          NA
## 2305           23   -645.1936     0        16          NA
## 2306           23   -644.5379     0        17          NA
## 2307           23   -644.7938     0        18          NA
## 2308           23   -644.2591     0        19          NA
## 2309           23   -642.9404     0        20          NA
## 2310           23   -644.4474     0        21          NA
## 2311           23   -643.7163     0        22          NA
## 2312           23   -642.3587     0        23          NA
## 2313           23   -643.1475     0        24          NA
## 2314           23   -642.8742     0        25          NA
## 2315           23   -643.3487     0        26          NA
## 2316           23   -642.3152     0        27          NA
## 2317           23   -641.7462     0        28          NA
## 2318           23   -642.2505     0        29          NA
## 2319           23   -641.5527     0        30          NA
## 2320           23   -641.2525     0        31          NA
## 2321           23   -641.4464     0        32          NA
## 2322           23   -642.0804     0        33          NA
## 2323           23   -641.4277     0        34          NA
## 2324           23   -641.6612     0        35          NA
## 2325           23   -642.0313     0        36          NA
## 2326           23   -641.9011     0        37          NA
## 2327           23   -641.6459     0        38          NA
## 2328           23   -641.5813     0        39          NA
## 2329           23   -641.3342     0        40          NA
## 2330           23   -640.8307     0        41          NA
## 2331           23   -641.1447     0        42          NA
## 2332           23   -641.0096     0        43          NA
## 2333           23   -641.1922     0        44          NA
## 2334           23   -641.3055     0        45          NA
## 2335           23   -641.0368     0        46          NA
## 2336           23   -640.1997     0        47          NA
## 2337           23   -641.2548     0        48          NA
## 2338           23   -640.5396     0        49          NA
## 2339           23   -641.1718     0        50          NA
## 2340           23          NA    NA        51          NA
## 2341           23   -639.9541     0         1          NA
## 2342           23   -641.9829     0         2          NA
## 2343           23   -642.1050     0         3          NA
## 2344           23   -642.1179     0         4          NA
## 2345           23   -641.3575     0         5          NA
## 2346           23   -642.3303     0         6          NA
## 2347           23   -642.6849     0         7          NA
## 2348           23   -642.0073     0         8          NA
## 2349           23   -642.0026     0         9          NA
## 2350           23   -642.5003     0        10          NA
## 2351           23   -642.1537     0        11          NA
## 2352           23   -641.4410     0        12          NA
## 2353           23   -642.3088     0        13          NA
## 2354           23   -641.2011     0        14          NA
## 2355           23   -641.8858     0        15          NA
## 2356           23   -642.0557     0        16          NA
## 2357           23   -642.0270     0        17          NA
## 2358           23   -641.5021     0        18          NA
## 2359           23   -641.3092     0        19          NA
## 2360           23   -641.6904     0        20          NA
## 2361           23   -641.2064     0        21          NA
## 2362           23   -641.2609     0        22          NA
## 2363           23   -640.8648     0        23          NA
## 2364           23   -641.6213     0        24          NA
## 2365           23   -641.5503     0        25          NA
## 2366           23   -640.7108     0        26          NA
## 2367           23   -641.2290     0        27          NA
## 2368           23   -641.1644     0        28          NA
## 2369           23   -641.2786     0        29          NA
## 2370           23   -640.7158     0        30          NA
## 2371           23   -640.6058     0        31          NA
## 2372           23   -640.5314     0        32          NA
## 2373           23   -640.9728     0        33          NA
## 2374           23   -641.3844     0        34          NA
## 2375           23   -640.8460     0        35          NA
## 2376           23   -639.9421     0        36          NA
## 2377           23   -641.3235     0        37          NA
## 2378           23   -641.0997     0        38          NA
## 2379           23   -640.6755     0        39          NA
## 2380           23   -641.1379     0        40          NA
## 2381           23   -640.3478     0        41          NA
## 2382           23   -640.4656     0        42          NA
## 2383           23   -641.2486     0        43          NA
## 2384           23   -640.5794     0        44          NA
## 2385           23   -641.0422     0        45          NA
## 2386           23   -639.3486     0        46          NA
## 2387           23   -640.7994     0        47          NA
## 2388           23   -641.1070     0        48          NA
## 2389           23   -640.3104     0        49          NA
## 2390           23   -640.0273     0        50          NA
## 2391           23          NA    NA        51          NA
## 2392           23   -636.9447    NA        NA 0.044541412
## 2393           24          NA    NA        NA          NA
## 2394           24        -Inf    12         1          NA
## 2395           24  -1431.4209     0         2          NA
## 2396           24  -1208.1842     0         3          NA
## 2397           24  -1014.2105     0         4          NA
## 2398           24   -825.1786     0         5          NA
## 2399           24   -713.7677     0         6          NA
## 2400           24   -680.9446     0         7          NA
## 2401           24   -650.0888     0         8          NA
## 2402           24   -640.0378     0         9          NA
## 2403           24   -638.6300     0        10          NA
## 2404           24   -638.6085     0        11          NA
## 2405           24   -638.0691     0        12          NA
## 2406           24   -637.7832     0        13          NA
## 2407           24   -637.4931     0        14          NA
## 2408           24   -637.7810     0        15          NA
## 2409           24   -637.2502     0        16          NA
## 2410           24   -637.4481     0        17          NA
## 2411           24   -636.9846     0        18          NA
## 2412           24   -636.6969     0        19          NA
## 2413           24   -636.8259     0        20          NA
## 2414           24   -636.7044     0        21          NA
## 2415           24   -636.6837     0        22          NA
## 2416           24   -636.0963     0        23          NA
## 2417           24   -636.2653     0        24          NA
## 2418           24   -635.7028     0        25          NA
## 2419           24   -635.5775     0        26          NA
## 2420           24   -635.9346     0        27          NA
## 2421           24   -635.6074     0        28          NA
## 2422           24   -635.8684     0        29          NA
## 2423           24   -635.3186     0        30          NA
## 2424           24   -635.3363     0        31          NA
## 2425           24   -635.2580     0        32          NA
## 2426           24   -634.7636     0        33          NA
## 2427           24   -634.4769     0        34          NA
## 2428           24   -634.6789     0        35          NA
## 2429           24   -634.4927     0        36          NA
## 2430           24   -634.2390     0        37          NA
## 2431           24   -634.0695     0        38          NA
## 2432           24   -633.8118     0        39          NA
## 2433           24   -634.1341     0        40          NA
## 2434           24   -633.7466     0        41          NA
## 2435           24   -633.7850     0        42          NA
## 2436           24   -633.6887     0        43          NA
## 2437           24   -633.4327     0        44          NA
## 2438           24   -633.5478     0        45          NA
## 2439           24   -633.7166     0        46          NA
## 2440           24   -633.4841     0        47          NA
## 2441           24   -633.6176     0        48          NA
## 2442           24   -633.3825     0        49          NA
## 2443           24   -633.0275     0        50          NA
## 2444           24          NA    NA        51          NA
## 2445           24   -632.7420     0         1          NA
## 2446           24   -634.8143     0         2          NA
## 2447           24   -634.6676     0         3          NA
## 2448           24   -634.4681     0         4          NA
## 2449           24   -634.8318     0         5          NA
## 2450           24   -634.3511     0         6          NA
## 2451           24   -634.4789     0         7          NA
## 2452           24   -634.3308     0         8          NA
## 2453           24   -634.2386     0         9          NA
## 2454           24   -634.3497     0        10          NA
## 2455           24   -634.0066     0        11          NA
## 2456           24   -634.2041     0        12          NA
## 2457           24   -634.0901     0        13          NA
## 2458           24   -634.1047     0        14          NA
## 2459           24   -633.6958     0        15          NA
## 2460           24   -633.7290     0        16          NA
## 2461           24   -633.9590     0        17          NA
## 2462           24   -633.7669     0        18          NA
## 2463           24   -633.7076     0        19          NA
## 2464           24   -633.4612     0        20          NA
## 2465           24   -633.3101     0        21          NA
## 2466           24   -633.4131     0        22          NA
## 2467           24   -633.4823     0        23          NA
## 2468           24   -632.9184     0        24          NA
## 2469           24   -632.9636     0        25          NA
## 2470           24   -632.9422     0        26          NA
## 2471           24   -632.7718     0        27          NA
## 2472           24   -633.1703     0        28          NA
## 2473           24   -632.8504     0        29          NA
## 2474           24   -632.6426     0        30          NA
## 2475           24   -632.5504     0        31          NA
## 2476           24   -632.9084     0        32          NA
## 2477           24   -632.3657     0        33          NA
## 2478           24   -632.5153     0        34          NA
## 2479           24   -632.6569     0        35          NA
## 2480           24   -632.1212     0        36          NA
## 2481           24   -632.1086     0        37          NA
## 2482           24   -632.2161     0        38          NA
## 2483           24   -632.1333     0        39          NA
## 2484           24   -632.1472     0        40          NA
## 2485           24   -632.2067     0        41          NA
## 2486           24   -632.0976     0        42          NA
## 2487           24   -632.1843     0        43          NA
## 2488           24   -631.9559     0        44          NA
## 2489           24   -631.6448     0        45          NA
## 2490           24   -631.9129     0        46          NA
## 2491           24   -631.6876     0        47          NA
## 2492           24   -631.9020     0        48          NA
## 2493           24   -631.7942     0        49          NA
## 2494           24   -631.8371     0        50          NA
## 2495           24          NA    NA        51          NA
## 2496           24   -630.4390    NA        NA 0.012902458
## 2497           25          NA    NA        NA          NA
## 2498           25   -813.8431     0         1          NA
## 2499           25   -750.8054     0         2          NA
## 2500           25   -744.9796     0         3          NA
## 2501           25   -730.8193     0         4          NA
## 2502           25   -708.4327     0         5          NA
## 2503           25   -701.7012     0         6          NA
## 2504           25   -699.9792     0         7          NA
## 2505           25   -702.0592     0         8          NA
## 2506           25   -697.6887     0         9          NA
## 2507           25   -696.5089     0        10          NA
## 2508           25   -695.0231     0        11          NA
## 2509           25   -692.6608     0        12          NA
## 2510           25   -693.9310     0        13          NA
## 2511           25   -690.1974     0        14          NA
## 2512           25   -689.7293     0        15          NA
## 2513           25   -687.8987     0        16          NA
## 2514           25   -687.1682     0        17          NA
## 2515           25   -682.1888     0        18          NA
## 2516           25   -680.0143     0        19          NA
## 2517           25   -677.7596     0        20          NA
## 2518           25   -675.3380     0        21          NA
## 2519           25   -672.5707     0        22          NA
## 2520           25   -669.1828     0        23          NA
## 2521           25   -666.4961     0        24          NA
## 2522           25   -664.7556     0        25          NA
## 2523           25   -661.7917     0        26          NA
## 2524           25   -658.3922     0        27          NA
## 2525           25   -656.1730     0        28          NA
## 2526           25   -654.6590     0        29          NA
## 2527           25   -653.4933     0        30          NA
## 2528           25   -653.1501     0        31          NA
## 2529           25   -651.5090     0        32          NA
## 2530           25   -651.3419     0        33          NA
## 2531           25   -651.5201     0        34          NA
## 2532           25   -651.5004     0        35          NA
## 2533           25   -651.2937     0        36          NA
## 2534           25   -651.1749     0        37          NA
## 2535           25   -651.1930     0        38          NA
## 2536           25   -650.5842     0        39          NA
## 2537           25   -650.6373     0        40          NA
## 2538           25   -650.4809     0        41          NA
## 2539           25   -650.4344     0        42          NA
## 2540           25   -650.9792     0        43          NA
## 2541           25   -651.0307     0        44          NA
## 2542           25   -650.3884     0        45          NA
## 2543           25   -650.5428     0        46          NA
## 2544           25   -650.0314     0        47          NA
## 2545           25   -650.0058     0        48          NA
## 2546           25   -650.0626     0        49          NA
## 2547           25   -650.1085     0        50          NA
## 2548           25          NA    NA        51          NA
## 2549           25   -649.3113     0         1          NA
## 2550           25   -651.0864     0         2          NA
## 2551           25   -651.3513     0         3          NA
## 2552           25   -651.1494     0         4          NA
## 2553           25   -652.1366     0         5          NA
## 2554           25   -651.4083     0         6          NA
## 2555           25   -652.0210     0         7          NA
## 2556           25   -651.6353     0         8          NA
## 2557           25   -651.5309     0         9          NA
## 2558           25   -650.7757     0        10          NA
## 2559           25   -651.5808     0        11          NA
## 2560           25   -651.1447     0        12          NA
## 2561           25   -650.6839     0        13          NA
## 2562           25   -651.3819     0        14          NA
## 2563           25   -650.9032     0        15          NA
## 2564           25   -650.1928     0        16          NA
## 2565           25   -650.7930     0        17          NA
## 2566           25   -650.4816     0        18          NA
## 2567           25   -650.2566     0        19          NA
## 2568           25   -650.8270     0        20          NA
## 2569           25   -650.3399     0        21          NA
## 2570           25   -650.2560     0        22          NA
## 2571           25   -650.9590     0        23          NA
## 2572           25   -650.6982     0        24          NA
## 2573           25   -651.0497     0        25          NA
## 2574           25   -651.2333     0        26          NA
## 2575           25   -650.3253     0        27          NA
## 2576           25   -649.9436     0        28          NA
## 2577           25   -650.7131     0        29          NA
## 2578           25   -649.7677     0        30          NA
## 2579           25   -649.9002     0        31          NA
## 2580           25   -650.1919     0        32          NA
## 2581           25   -649.7436     0        33          NA
## 2582           25   -649.9898     0        34          NA
## 2583           25   -649.4510     0        35          NA
## 2584           25   -649.8152     0        36          NA
## 2585           25   -649.9884     0        37          NA
## 2586           25   -650.3063     0        38          NA
## 2587           25   -650.0348     0        39          NA
## 2588           25   -649.3671     0        40          NA
## 2589           25   -649.4446     0        41          NA
## 2590           25   -649.8624     0        42          NA
## 2591           25   -649.2182     0        43          NA
## 2592           25   -649.5080     0        44          NA
## 2593           25   -649.5376     0        45          NA
## 2594           25   -649.5703     0        46          NA
## 2595           25   -649.1005     0        47          NA
## 2596           25   -649.9491     0        48          NA
## 2597           25   -649.9852     0        49          NA
## 2598           25   -649.3616     0        50          NA
## 2599           25          NA    NA        51          NA
## 2600           25   -651.3446    NA        NA 0.009665363
## 2601           26          NA    NA        NA          NA
## 2602           26  -5562.3441     0         1          NA
## 2603           26   -679.7183     0         2          NA
## 2604           26   -655.2307     0         3          NA
## 2605           26   -639.6658     0         4          NA
## 2606           26   -637.0482     0         5          NA
## 2607           26   -636.4801     0         6          NA
## 2608           26   -636.2906     0         7          NA
## 2609           26   -636.2256     0         8          NA
## 2610           26   -635.8286     0         9          NA
## 2611           26   -636.3400     0        10          NA
## 2612           26   -636.1478     0        11          NA
## 2613           26   -635.9025     0        12          NA
## 2614           26   -636.0887     0        13          NA
## 2615           26   -635.7781     0        14          NA
## 2616           26   -635.8848     0        15          NA
## 2617           26   -635.9036     0        16          NA
## 2618           26   -635.6154     0        17          NA
## 2619           26   -635.4549     0        18          NA
## 2620           26   -635.7291     0        19          NA
## 2621           26   -635.4574     0        20          NA
## 2622           26   -635.4394     0        21          NA
## 2623           26   -635.2479     0        22          NA
## 2624           26   -635.1987     0        23          NA
## 2625           26   -634.8034     0        24          NA
## 2626           26   -635.2877     0        25          NA
## 2627           26   -635.1132     0        26          NA
## 2628           26   -634.8852     0        27          NA
## 2629           26   -634.7365     0        28          NA
## 2630           26   -634.7104     0        29          NA
## 2631           26   -634.9362     0        30          NA
## 2632           26   -634.7691     0        31          NA
## 2633           26   -634.7265     0        32          NA
## 2634           26   -634.5984     0        33          NA
## 2635           26   -634.4417     0        34          NA
## 2636           26   -634.4775     0        35          NA
## 2637           26   -634.3763     0        36          NA
## 2638           26   -634.3077     0        37          NA
## 2639           26   -634.0797     0        38          NA
## 2640           26   -633.9771     0        39          NA
## 2641           26   -634.1762     0        40          NA
## 2642           26   -634.0811     0        41          NA
## 2643           26   -634.0259     0        42          NA
## 2644           26   -633.9805     0        43          NA
## 2645           26   -633.9965     0        44          NA
## 2646           26   -633.9739     0        45          NA
## 2647           26   -633.8399     0        46          NA
## 2648           26   -633.8665     0        47          NA
## 2649           26   -633.8822     0        48          NA
## 2650           26   -634.0113     0        49          NA
## 2651           26   -633.9045     0        50          NA
## 2652           26          NA    NA        51          NA
## 2653           26   -633.6189     0         1          NA
## 2654           26   -634.8594     0         2          NA
## 2655           26   -635.3772     0         3          NA
## 2656           26   -635.0916     0         4          NA
## 2657           26   -635.0765     0         5          NA
## 2658           26   -634.9824     0         6          NA
## 2659           26   -634.8565     0         7          NA
## 2660           26   -635.0752     0         8          NA
## 2661           26   -634.8509     0         9          NA
## 2662           26   -634.9793     0        10          NA
## 2663           26   -635.2736     0        11          NA
## 2664           26   -634.7365     0        12          NA
## 2665           26   -634.8097     0        13          NA
## 2666           26   -634.6040     0        14          NA
## 2667           26   -634.8143     0        15          NA
## 2668           26   -634.4322     0        16          NA
## 2669           26   -634.3675     0        17          NA
## 2670           26   -634.0881     0        18          NA
## 2671           26   -634.0989     0        19          NA
## 2672           26   -634.1303     0        20          NA
## 2673           26   -634.1680     0        21          NA
## 2674           26   -634.1872     0        22          NA
## 2675           26   -634.1294     0        23          NA
## 2676           26   -634.0446     0        24          NA
## 2677           26   -634.1382     0        25          NA
## 2678           26   -633.6169     0        26          NA
## 2679           26   -633.6049     0        27          NA
## 2680           26   -633.9185     0        28          NA
## 2681           26   -633.7390     0        29          NA
## 2682           26   -633.5834     0        30          NA
## 2683           26   -633.6509     0        31          NA
## 2684           26   -633.5590     0        32          NA
## 2685           26   -633.6260     0        33          NA
## 2686           26   -633.5743     0        34          NA
## 2687           26   -633.7347     0        35          NA
## 2688           26   -633.2725     0        36          NA
## 2689           26   -633.3325     0        37          NA
## 2690           26   -633.4132     0        38          NA
## 2691           26   -633.5893     0        39          NA
## 2692           26   -633.2573     0        40          NA
## 2693           26   -633.1023     0        41          NA
## 2694           26   -633.0753     0        42          NA
## 2695           26   -632.9855     0        43          NA
## 2696           26   -632.9671     0        44          NA
## 2697           26   -633.0704     0        45          NA
## 2698           26   -632.8283     0        46          NA
## 2699           26   -632.9433     0        47          NA
## 2700           26   -633.0957     0        48          NA
## 2701           26   -632.7901     0        49          NA
## 2702           26   -632.6170     0        50          NA
##  [ reached getOption("max.print") -- omitted 49298 rows ]

Analyze output

library(GGally)
## 
## Attaching package: 'GGally'
## The following object is masked from 'package:dplyr':
## 
##     nasa
shared_params_plot1 = function(data, ..., ll= TRUE){
  if(missing(..1)){
    ae = aes(color=msg)
  } else{
    ae = aes(...)
  }

  cols = c("E_0", "z_0","R_0", "p_S", "p_H_cond_S","gamma", "b_a",
           "b_q", "b_p","sigma_M")
  collabs = c("E_0", "z_0","R_0", "p_S", "p_H_cond_S", "gamma", "b_a",
              "b_q","b_p", "sigma_M")
  if(ll) {
    cols = c(cols, "loglik")
    collabs = c(collabs, "log(L)")
  }
  data %>%
    ggpairs(mapping = ae, upper = NULL, legend = 1,
            lower = list(continuous=wrap("points", alpha = 0.5, size = 0.2)),
            diag = list(continuous = wrap("densityDiag", alpha = 0.5)),
            columns = cols, columLabels = collabs, labeller = "label_parsed") +
    theme(legend.position = "bottom", axis.text.x=element_text(angle = -90))
}

Plot shared parameters

load(file = paste0("../Generated_Data/Profiles/",
       model_name,"_Model/","Grid_Search_MIF_run_1/",
       model_name,
       "_Grid_Search_MIF_run_1_combined_data_subset_including_traces_and_start.RData"))
head(mif_sim_combined_output_with_traces_df)
##   M_0 V_0 K_0      R_0       b_q b_a        b_p       p_S p_H_cond_S phi_E
## 1   5  13  14 4.859662 0.9844087   0 0.08180860 0.6998554  0.2506138  1.09
## 2   5  13  14 4.859662 0.9844087   0 0.08180860 0.6998554  0.2506138  1.09
## 3   5  13  14 4.395820 0.9836065   0 0.08705565 0.6904633  0.2008668  1.09
## 4   5  13  14 2.812322 0.9851274   0 0.08824451 0.6406783  0.1706101  1.09
## 5   5  13  14 1.864860 0.9794052   0 0.08312240 0.6331514  0.1780455  1.09
## 6   5  13  14 1.431435 0.9803407   0 0.08275913 0.6315043  0.1467934  1.09
##   phi_U phi_S   h_V     gamma   N_0      E_0      z_0 C_0
## 1  1.09   0.2 0.125 0.9736223 8e+06 11608.75 19477.99   0
## 2  1.09   0.2 0.125 0.9736223 8e+06 11608.75 19477.99   0
## 3  1.09   0.2 0.125 0.9106629 8e+06 11602.11 19806.86   0
## 4  1.09   0.2 0.125 0.8051304 8e+06 11595.47 19966.52   0
## 5  1.09   0.2 0.125 1.3655953 8e+06 11785.60 19697.88   0
## 6  1.09   0.2 0.125 1.2654872 8e+06 11860.15 19943.00   0
##   social_distancing_start_time quarantine_start_time PCR_sens   sigma_M
## 1                           17                    22      0.9 0.2859026
## 2                           17                    22      0.9 0.2859026
## 3                           17                    22      0.9 1.0274875
## 4                           17                    22      0.9 1.1091321
## 5                           17                    22      0.9 1.0561899
## 6                           17                    22      0.9 0.9800860
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 2 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 3 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 4 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 5 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 6 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling         msg iter_num param_index    loglik nfail trace_num
## 1         0.162       start        3           1        NA    NA        NA
## 2         0.162 first_trace        3           1 -814.9490     0         1
## 3         0.162 first_trace        3           1 -741.9690     0         2
## 4         0.162 first_trace        3           1 -737.5145     0         3
## 5         0.162 first_trace        3           1 -730.2055     0         4
## 6         0.162 first_trace        3           1 -729.4946     0         5
##   loglist.se
## 1         NA
## 2         NA
## 3         NA
## 4         NA
## 5         NA
## 6         NA
load(file = paste0("../Generated_Data/Profiles/", model_name,"_Model/","Grid_Search_MIF_run_1/",
                          model_name, "_Grid_Search_MIF_run_1_combined_data.RData"))
head(mif_sim_combined_output_df)
##   M_0 V_0 K_0      R_0       b_q b_a        b_p       p_S p_H_cond_S phi_E
## 1   5  13  14 4.641846 0.4672541   0 0.19646233 0.6050191 0.18013672  1.09
## 2   5  13  14 3.847514 0.1403021   0 0.55387122 0.7392072 0.12762874  1.09
## 3   5  13  14 6.006102 0.4982772   0 0.96044119 0.9978643 0.26705789  1.09
## 4   5  13  14 2.513932 0.1545464   0 0.95499913 0.9950829 0.14807095  1.09
## 5   5  13  14 4.859662 0.9844087   0 0.08180860 0.6998554 0.25061380  1.09
## 6   5  13  14 2.119206 0.2605489   0 0.07577695 0.8377674 0.02104889  1.09
##   phi_U phi_S   h_V     gamma   N_0       E_0       z_0 C_0
## 1  1.09   0.2 0.125 0.9230750 8e+06  7627.312  9616.017   0
## 2  1.09   0.2 0.125 5.7487067 8e+06 10778.515  3960.645   0
## 3  1.09   0.2 0.125 0.9937245 8e+06 12806.292  2999.699   0
## 4  1.09   0.2 0.125 4.0707416 8e+06 10329.823  2025.053   0
## 5  1.09   0.2 0.125 0.9736223 8e+06 11608.754 19477.995   0
## 6  1.09   0.2 0.125 3.8685472 8e+06 14438.591 19575.779   0
##   social_distancing_start_time quarantine_start_time PCR_sens   sigma_M
## 1                           17                    22      0.9 0.1171019
## 2                           17                    22      0.9 0.2804925
## 3                           17                    22      0.9 0.2879780
## 4                           17                    22      0.9 0.2794379
## 5                           17                    22      0.9 0.2859026
## 6                           17                    22      0.9 0.3097214
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 2 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 3 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 4 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 5 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 6 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling   msg iter_num param_index    loglik nfail trace_num
## 1         0.162 start        1           1        NA    NA        NA
## 2         0.162  mif1        1           1 -630.1761    NA        NA
## 3         0.162 start        2           1        NA    NA        NA
## 4         0.162  mif1        2           1 -629.6991    NA        NA
## 5         0.162 start        3           1        NA    NA        NA
## 6         0.162  mif1        3           1 -642.2807    NA        NA
##    loglist.se
## 1          NA
## 2 0.010474419
## 3          NA
## 4 0.005902888
## 5          NA
## 6 0.022995809
top_2_LL_params = mif_sim_combined_output_df %>%
  mutate(loglik = loglik-max(loglik, na.rm = TRUE)) %>%
  filter(is.na(loglik) | loglik>-2)
top_2_LL_params = top_2_LL_params %>%
  filter(msg == "mif1" || msg == "start")
mif_1_result_plot =  top_2_LL_params%>%
  shared_params_plot1()
## Warning in warn_if_args_exist(list(...)): Extra arguments: 'columLabels'
## are being ignored. If these are meant to be aesthetics, submit them
## using the 'mapping' variable within ggpairs with ggplot2::aes or
## ggplot2::aes_string.
png("../Figures/Profiles/N_13_Model/MIF_Run_1/MIF_Run_1_Histogram_Result_Plot.png")
print(mif_1_result_plot)
## Warning: Removed 25000 rows containing missing values (geom_point).
## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).
## Warning: Removed 25000 rows containing non-finite values (stat_density).
dev.off()
## quartz_off_screen 
##                 2

Analyze R_0 values

top_2_LL_end_params = top_2_LL_params %>%
  filter(msg == "mif1")
top_2_LL_end_params$R_0
##    [1]  3.679313  4.767478  4.049382  4.722008  4.750832  5.903585
##    [7]  5.176819  4.706949  3.946800  5.200837  3.049157  2.939156
##   [13]  3.362821  5.689967  3.723868  3.789466  5.098675  2.965193
##   [19]  3.244824  4.416900  4.286975  2.871909  5.457449  4.697648
##   [25]  4.585235  5.955063  3.784129  5.089871  5.558632  3.576200
##   [31]  6.037639  6.077972  4.048083  4.899216  4.623067  4.458443
##   [37]  3.653703  4.165174  4.738477  5.576853  5.310007  4.739853
##   [43]  4.144806  4.659356  5.393638  2.991345  5.315529  4.225874
##   [49]  6.143092  4.450106  5.475345  4.641560  3.247854  3.975879
##   [55]  4.881721  4.739879  5.368828  5.359833  3.113459  4.821033
##   [61]  6.244380  4.278213  9.751151  3.346840  4.617339  4.457747
##   [67]  5.010376  5.445015  2.843466  5.771571  5.173352  3.823092
##   [73]  5.253901  6.792024  4.312974  5.451339  5.309334  2.855187
##   [79]  6.310615  5.798128  6.079440  4.899426  2.924513  4.943330
##   [85]  4.690222  3.232850  5.133095  5.132073  3.515265  3.053910
##   [91]  4.850076  4.543624  3.264469  5.541706  5.372972  4.640036
##   [97]  4.948546  3.801518  7.038843  6.109803  4.424020  5.288151
##  [103]  4.296313  4.959234  4.531997  4.162107  4.216510  4.221860
##  [109]  3.998299  5.769558  3.479139  5.573210  5.770825  3.152691
##  [115]  5.239330  4.013538  5.033973  5.472300  4.033615  3.114586
##  [121]  5.001624  4.640390  3.427234  3.872137  4.852129  3.726229
##  [127]  5.121885  5.554781  4.633091  5.868796  4.431060  5.531677
##  [133]  5.291045  3.538923  4.575607  6.023698  2.947636  5.083240
##  [139]  5.753637  3.295198  3.889299  4.124847  9.271437  3.019886
##  [145]  3.259235  4.425520  3.000141  6.340357  4.887042  3.928847
##  [151]  3.865410  8.197447  3.856813  4.166068  5.734583  4.891873
##  [157]  4.876070  4.786671  5.119991  5.436930  3.947063  4.445204
##  [163]  5.219839  4.450066  5.052083  3.242407  4.109448  5.107753
##  [169]  4.598922  4.348811  3.759801  4.845279  3.687642  5.973946
##  [175]  5.146209  4.907739  2.969841  2.775389  4.995524  5.339745
##  [181]  4.753621  2.960721  4.525880  5.210988  5.654084  3.756264
##  [187]  4.559116  2.937946  4.415845  5.404830  6.243365  2.868991
##  [193]  2.966996  4.852230  4.234846  7.908061  5.484908  4.119314
##  [199]  5.426268  5.163594  3.502733  5.751079  5.267078  2.931478
##  [205]  2.848098  3.655397  7.940889  2.956533  6.064793  4.813784
##  [211]  3.750297  5.234670  5.456907  5.345897  2.741776  3.873559
##  [217]  3.239636  5.869276  4.798902  3.153059  4.607126  6.320885
##  [223]  5.448093  3.235238  5.183825  6.820354  6.764349  2.724716
##  [229]  5.684437  4.184266  5.439034  4.226101  4.238135  4.440313
##  [235]  3.515516  3.067072  3.172658  3.846276  5.177818  5.091079
##  [241]  5.498684  4.021968  4.952305  4.357056  4.727505  5.425793
##  [247]  6.477128  5.441556  4.409576  4.271363  3.973016  4.502264
##  [253]  8.192864  5.883043  5.140562  5.638079  5.898866  4.438213
##  [259]  4.261545  9.802392  4.758625  5.273855  4.827777  3.683331
##  [265]  5.307566  4.202381  6.413358  4.400670  4.185141  3.480666
##  [271]  4.795165  4.932857  6.126148  5.699492  4.492147  6.316753
##  [277]  4.534400  4.923264  4.298997  5.049341  2.914671  4.101217
##  [283]  4.029274  4.229106  3.345498  4.827904  5.840765  5.872990
##  [289]  4.380633  4.649819  3.246890  5.272050  3.488921  3.033778
##  [295]  6.502098  4.921727  3.788542  4.141402  5.686781  6.125314
##  [301]  4.740932  5.302908  5.352952  4.347740  5.139747  4.986899
##  [307]  5.235646  5.860316  4.572926  4.516206  4.032657  5.214793
##  [313]  5.032570  7.692772  4.343641  8.454896  5.104608  6.063335
##  [319]  4.401573  4.791279  4.121170  2.975227  3.155565  4.506555
##  [325]  4.301009  4.959376  4.563114  3.651130  4.908451  3.374383
##  [331]  4.792352  6.321215  4.947423  4.617448  4.617532  4.573862
##  [337]  6.709754  4.842337  5.643152  3.848833  3.471573  5.064411
##  [343]  4.054611  4.637022  5.071895  3.779510  3.205908  2.844949
##  [349]  4.342522  5.518750  5.241106  2.996555  2.730028  4.952700
##  [355]  5.425998  4.388234  6.775777  3.187875  4.873762  3.168361
##  [361]  3.472855  5.429114  3.166959  2.873745  3.426638  2.649640
##  [367]  4.958980  3.956745 11.198584  5.068661  5.543037  4.860717
##  [373]  3.160573  6.248113  4.336528  5.753525  5.485641  4.932002
##  [379]  5.826476  6.525540  7.498319  4.563265  6.712238  5.964685
##  [385]  5.444690  3.573909  6.333632  5.902271  3.402154  4.083500
##  [391]  9.668774  5.107890  6.294086  4.755697  4.243709  3.490847
##  [397]  3.369867  4.772850  5.423247  4.449814  6.407919  5.385850
##  [403]  5.630056  3.499391  4.335923  4.998851  5.062910  5.837191
##  [409]  5.124504  3.836644  5.099056  5.084671  4.228621  3.047077
##  [415]  8.044078  7.575909  4.949440  4.377128  3.391295  5.284551
##  [421]  4.822278  2.742866  9.998662  3.172654  4.226505  3.510021
##  [427]  2.958282  3.820830  6.046309  5.692951  4.723088  3.860259
##  [433]  5.164360  3.866577  5.793812  5.823312  4.293524  4.799901
##  [439]  4.705848  6.843524  5.224848  5.730729  6.027227  5.550287
##  [445]  5.201457  4.582269  4.341531  5.920205  5.876940  9.784039
##  [451]  2.819017  5.986313  4.625099  3.092254  4.772554  2.736037
##  [457]  4.879117  2.974311  6.566121  5.792668  4.903674  5.356517
##  [463]  5.375689  3.691152  5.265251  2.977871  5.264003  3.219574
##  [469]  8.688289  6.284602  7.671287  2.777853  6.036103  5.799073
##  [475]  5.575491  5.584957  3.647083  6.392412  4.240375  5.589073
##  [481]  5.214548  4.855923  5.661380  6.347854  3.095680  4.561588
##  [487]  5.315868  2.897550  2.898548  4.281830  4.298247  4.588548
##  [493]  5.397858  4.057429  5.188553  5.730587  5.751502  6.206685
##  [499]  4.756261  4.807885  5.172417  5.413586  7.077599  6.331860
##  [505]  3.591996  4.921672  3.888172  6.019683  6.003836  5.571662
##  [511]  3.962329  6.364438  4.347497  3.940812  5.090443  4.497254
##  [517]  5.420480  4.387397  3.097350  3.580064  4.545561  4.060783
##  [523]  6.512211  3.655540  4.166314  3.837179  7.107419  3.162475
##  [529]  6.304584  4.980019  4.137981  4.088531  5.676136  4.963371
##  [535]  5.754465  3.777155  3.407261  5.289058  5.118030  4.132859
##  [541]  5.503002  4.999470  4.135151  6.477997  3.793243  5.411619
##  [547]  4.721189  4.410634  4.244830  5.763090  4.875312  4.793169
##  [553]  6.134613  5.866687  3.565854  3.041470  6.019615  5.689901
##  [559]  3.644037  4.661991  3.889802  4.969407  4.714033  2.951336
##  [565]  5.178106  5.525935  3.563716  7.827351  4.795418  3.184340
##  [571]  5.584861  5.248262  5.066404  4.196819  6.795297  4.762132
##  [577]  4.580886  4.378435  3.055284  3.103037  4.619206  4.878429
##  [583]  4.139506  4.636731  4.712380  4.808005  5.702918  3.006048
##  [589]  5.558490  5.709010  6.278478  5.605467  4.458017  5.012905
##  [595]  4.251785  6.503717  6.258899  4.353513  4.985831  3.151581
##  [601]  5.416902  4.109164  4.811114  3.713625  2.792490  4.610460
##  [607]  4.377711  4.027632  8.104963  5.325918  5.853861  5.727500
##  [613]  2.789599  3.493219  4.993128  4.938658  3.471624  5.228500
##  [619]  5.110305  3.809819  3.732420  4.314053  4.970073  3.038396
##  [625]  6.228136  3.896203  3.456513  5.442679  5.805017  5.583202
##  [631]  4.651675  5.293484  2.894368  5.263344  5.050529  5.376339
##  [637]  3.133415  2.651460  7.719966  8.695363  5.560914  4.498619
##  [643]  5.207777  5.468682  7.911614  6.865597  2.852751  5.475922
##  [649]  3.873089  3.957645  3.399548  5.107491  4.678647  5.398087
##  [655]  6.935208  4.620534  3.289012  6.353206  4.077456  4.892976
##  [661]  5.621405  5.909290  2.977024  4.948076  6.620664  7.074693
##  [667]  7.958059  4.584697  5.253873  3.571399  3.805888  4.464659
##  [673]  3.314097  4.828380  3.196348  5.535094  5.291725  3.628091
##  [679]  5.050577  7.269597  4.771356  5.419186  5.415480  3.942205
##  [685]  3.342813  6.257959  3.313360  4.558103  2.605931  5.438423
##  [691]  6.156205  4.943640  4.488366  5.686394  6.070489  5.080878
##  [697]  7.474542  3.788694  4.848901  2.878457  3.131586  3.241287
##  [703]  5.621622  5.040745  6.026632  5.445511  7.913970  4.173983
##  [709]  4.930855  4.588499  6.071806  6.868865  5.098879  5.239263
##  [715]  3.716462  4.611138  3.177037  3.415701  3.035514  5.524120
##  [721]  2.925571  3.857658  4.032445  5.270973  4.057057  4.476616
##  [727]  5.216423  4.614175  4.080588  4.036172  4.126377  4.927811
##  [733]  5.679956  5.471938  6.322208  5.812974  2.825943  5.457959
##  [739]  4.277649  4.914075  3.408684  3.894233  6.805764  5.053373
##  [745]  5.123149  4.412738  5.551234  5.445702  3.139971  5.450779
##  [751]  5.538168  3.902500  5.235987  5.552260  4.985162  3.549959
##  [757]  4.630866  4.921688  4.183649  4.245260  4.398143  3.738173
##  [763]  2.751462  4.861641  5.549393  5.346230  4.302844  3.784962
##  [769]  3.361936  3.628214  5.725689  4.719793 10.976552  4.776003
##  [775]  4.609325  5.271104  5.045366  3.506713  6.697847  5.603714
##  [781]  3.898087  3.474429  4.988841  3.758799  6.014632  3.287106
##  [787]  4.892553  3.902716  5.603164  3.898759  3.631594  3.734122
##  [793]  3.756034  3.139666  3.641124  5.111154  4.386468  5.664401
##  [799]  4.749367  5.527163  3.558620  4.118072  5.177564  5.403199
##  [805]  5.916566  3.799470  4.653455  4.391878  4.796194  2.807077
##  [811]  5.162803  6.251723  4.682541  4.919014  4.895193  3.356051
##  [817]  4.436185  5.130196  2.954164  4.488475  3.194448  5.460306
##  [823]  4.706770  6.383453  4.787076  5.942902  3.595726  5.053006
##  [829]  4.900748  7.839894  3.844599  2.751340  5.423966  4.295158
##  [835]  4.609702  4.654302  4.165744  6.432649  5.868007  5.893970
##  [841]  4.060540  6.688662  3.573203  4.436437  4.133428  4.998339
##  [847]  6.027218  5.348506  4.917155  4.619793  4.438030  4.670287
##  [853]  4.754679  4.220333  3.078255  3.047004  3.030334  5.977296
##  [859]  5.145716  5.216268  5.122072  5.050313  4.327198  6.621240
##  [865]  6.395334  4.494793  5.083451  5.411594  4.854766  5.299918
##  [871]  3.732312  3.411120  2.972019  5.616017  5.874258  6.298350
##  [877]  3.614259  5.124526  4.050456  4.546003  3.301046  4.773671
##  [883]  8.617596  5.400605  5.880461  5.284086  5.456659  4.236676
##  [889]  5.513543  5.748037  5.845331  5.080639  3.397809  5.598784
##  [895]  4.599174  5.146233  5.890240  5.460518  2.991023  4.800925
##  [901]  6.273380  4.836186  6.389591  6.079346  6.435941  5.226177
##  [907]  5.999922  5.546468  5.388458  4.385726  5.577619  4.294231
##  [913]  4.171666  3.637247  3.219538  3.386745  3.606575  3.278514
##  [919]  4.377458  5.110530  5.821696  5.070485  5.683285  4.969636
##  [925]  3.457195  5.725274  2.894796  2.977862  4.518220  6.198678
##  [931]  3.432611  3.703575  6.090134 10.054005  4.673132  2.910017
##  [937]  5.590084  4.111423  3.810304  5.228753  3.595884  5.748100
##  [943]  3.289506  2.938400  5.065622  4.130990  4.842647  4.640098
##  [949]  6.191369  5.276383  2.916453  3.077904  4.532386  5.788471
##  [955]  3.274203  3.013976  3.242819  3.534077  4.452149  3.546108
##  [961]  3.238054  6.103833  4.857612  5.490084  2.940108  3.016277
##  [967]  5.348707  4.457608  6.402923  3.380577  4.190340  6.073187
##  [973]  5.366909  3.968270  4.574740  3.755307  5.306789  2.870863
##  [979]  5.578195  6.370582  3.908993  2.671955  6.807234  6.764822
##  [985]  3.635366  6.270706  3.081976  4.833116  5.781846  5.049822
##  [991]  4.444125  8.240380  4.752842  5.305445  5.016145  5.525463
##  [997]  5.650349  4.472256  4.481038  2.864188  4.971476  3.851505
## [1003]  3.654270  2.919075  4.517723  5.647783  4.249567  3.646351
## [1009]  3.412277  5.522298  2.941541  5.544378  4.009344  7.100249
## [1015]  6.434525  4.527478  5.162197  3.158921  4.170115  3.053571
## [1021]  4.969723  4.724567  4.182856  3.647176  2.771013  5.328697
## [1027]  5.442419  6.141308  3.993510  5.361679  5.859191  5.101421
## [1033]  5.234671  4.726467  3.041750  5.380798  6.472970  4.619492
## [1039]  5.541597  3.911819  2.873927  3.840806  5.320669  5.151503
## [1045]  5.921997  5.448499  5.519283  4.456189  5.317362  3.006738
## [1051]  5.169768  5.296053  6.377105  3.042818  4.503266  5.669040
## [1057]  2.888179  5.497614  5.073337  2.603466  5.147011  4.849875
## [1063]  4.258210  4.638517  5.270513  2.823769  5.429074  5.880006
## [1069]  5.224466  4.678133  6.078210  3.737755  5.526827  4.575305
## [1075]  5.606010  3.036665  6.244928  3.644350 10.535141  2.782132
## [1081]  2.838007  4.548252  4.942725  4.501884  3.768957  4.337869
## [1087]  5.105911  5.557601  4.087256  5.311869  4.108902  4.430653
## [1093]  5.927729  3.142983  5.516919  5.975491  3.005637  4.832956
## [1099]  7.852423  3.426988  5.101984  4.680827  3.113416  6.238377
## [1105]  5.502566  3.908122  2.684104  5.001421  3.099298  4.798570
## [1111]  3.134015  5.853281  3.361007  6.165897  6.894122  4.262993
## [1117]  3.775052  2.824518  3.188579  4.355159  5.185473  2.797957
## [1123]  3.075109  4.622216  2.783577  3.253021  3.288194  5.104520
## [1129]  9.651534  6.188985  6.225907  4.115233  3.783692  5.532361
## [1135]  4.661948  4.913577  3.447617  5.354885  3.160253  6.563731
## [1141]  4.693182  4.908942  4.056068  7.497266  5.547955  4.272694
## [1147]  5.065944  2.846803  2.765597  5.302019  3.971622  4.737567
## [1153]  6.028443  5.312372  4.332681  4.534004  4.721629  5.000810
## [1159]  3.878559  7.685547  4.382303  4.107999  4.906702  2.920244
## [1165]  4.159336  4.837650  5.143078  5.395700  5.685510  4.997692
## [1171]  4.630877  5.787200  4.167411  5.095416  3.226102  4.389668
## [1177]  5.395552  3.765459  5.634123  6.275884  5.588410  6.259226
## [1183]  3.852071  4.420375  3.278325  4.501052  3.948420  4.338516
## [1189]  3.764569  5.343000  4.334210  5.319161  5.466313  4.309276
## [1195]  4.832525  3.865599  3.209571  3.219318  7.017945  3.262612
## [1201]  4.468773  7.133924  2.700126  4.942723  5.791756  2.972607
## [1207]  5.124190  5.927931  4.784067  4.604898  5.870554  4.856889
## [1213]  6.815254  2.482042  4.228856  6.553288  3.321045  4.057883
## [1219]  4.404780  4.606298  4.633589  5.477083  3.251990  6.298986
## [1225]  6.397019  4.984944  5.244412  5.898854  4.858802  5.170384
## [1231]  2.881898  2.704957  4.796862  6.281435  5.118643  3.843756
## [1237]  2.686252  4.964744  3.643627  5.170328  2.886988  3.538427
## [1243]  3.005016  4.412979  4.747029  4.453010  4.778393  5.598436
## [1249]  3.839807  3.666311  2.923756  7.375453  4.826008  4.294483
## [1255]  4.303387  2.711771  5.617681  5.218730  5.392647  2.952134
## [1261]  4.667766  5.301609  4.441361  6.116906  4.895248  5.078173
## [1267]  5.144587  4.527983  5.607058  5.050010  3.331662  3.350028
## [1273]  3.883183  4.342350  4.499139  2.925353  4.973937  4.260532
## [1279]  3.097460  5.927406  5.185273  4.496200  7.400172  5.421700
## [1285]  5.727154  4.231068  5.062264  3.030046  5.294500  5.199047
## [1291]  2.669294  5.271738  6.567697  4.912673  3.835116  6.491135
## [1297]  5.462865  3.178008  5.648140  3.239316  4.765269  5.801388
## [1303]  4.888183  5.670688  4.243432  5.332373  4.152797  5.056180
## [1309]  4.824089  4.713453  4.384252  3.249169  5.449366  4.134245
## [1315]  5.046982  4.352417  3.971657  4.557812  5.425038  3.206338
## [1321]  5.755329  4.632918  6.406202  6.573235  5.555075  4.889096
## [1327]  4.533382  6.573153  4.677608  5.277885  3.259083  3.278625
## [1333]  3.992004  5.230045  5.486394  4.365337  4.323899  4.493266
## [1339]  5.472293  4.945495  4.395355  3.789611  3.194687  4.040152
## [1345]  3.814527  3.176583  6.730987  4.711023  2.958140  5.010479
## [1351]  2.958593  5.037560  4.499851  4.697468  7.066907  4.029239
## [1357]  3.112479  3.473662  5.137553  4.909229  3.148598  4.723174
## [1363]  7.572269  4.320795  6.392393  5.208151  5.447878  4.832349
## [1369]  5.912312  3.376090  5.790062  3.492157  4.242488  4.036448
## [1375]  3.284176  5.896204  5.032921  5.760144  3.449460  4.805107
## [1381]  5.112607  3.698283  4.351035  4.232599  5.705458  6.432926
## [1387]  5.546059  9.470291  3.278593  3.484585  3.975163  6.009859
## [1393]  8.159249  4.075912  5.054381  4.834397  5.917799  6.832916
## [1399]  5.725238  4.462897  6.910025  5.807184  2.822436  4.535688
## [1405]  2.747849  3.333112  4.580956  4.557867  5.076677  4.553955
## [1411]  5.929259  4.731255  5.737776  3.667772  4.066680  4.642338
## [1417]  5.509262  6.785343  5.639232  4.334844  4.374324  3.997881
## [1423]  3.499347  3.156098  5.477047  6.005110  3.211457  3.054881
## [1429]  4.168721  4.607273  4.207809  5.081252  4.159242  5.656680
## [1435]  5.448943  4.436549  4.503650  4.930326  2.980384  3.107259
## [1441]  4.477351  5.972707  3.378949  5.677136  3.289314  5.029822
## [1447]  6.069565  4.556430  5.952883  4.478531  5.033390  4.885635
## [1453]  4.102491  6.362526  7.572368  3.228822  5.932873  4.415369
## [1459]  4.779450  3.833663  5.860968  5.269941  5.224898  4.033571
## [1465]  2.940046  6.107510  2.858911  5.144404  4.676280  5.167682
## [1471]  2.576920  5.519890  6.129774  4.146932  5.256502  2.769801
## [1477]  5.013673  4.042100  5.477456  4.376495  3.843092  5.889485
## [1483]  5.708444  5.288928  5.074157  3.032111  5.706295  4.356617
## [1489]  3.669023  3.089513  3.223469  5.914492  5.903038  3.184260
## [1495]  6.666170  3.247824  4.295499  3.505547  5.683366  5.645072
## [1501]  5.138296  5.167240  2.967652  2.970266  3.321972  5.181138
## [1507]  4.996602  2.777327  2.674663  5.910458  4.201572  3.082802
## [1513]  2.712279  4.104840  4.771845  5.323359  5.443659  4.844579
## [1519]  4.355028  5.099379  3.116793  5.672422  4.414656  3.013273
## [1525]  5.784238  5.482220  5.704401  5.275349  4.005182  4.437242
## [1531]  5.233346  5.604181  4.756325  3.184704  4.882746  5.722596
## [1537]  4.884790  6.094475  5.169004  2.987669  4.751486  5.851321
## [1543]  4.105271  4.336932  3.519122  3.245020  5.028171  6.045271
## [1549]  4.854741  3.538905  5.236070  6.161120  4.083729  5.311671
## [1555]  4.605333  4.326620  4.685695  4.837318  5.324190  3.693822
## [1561]  5.755274  2.942046  3.455268  4.063046  5.568343  3.073903
## [1567]  4.597545  5.229872  4.520688  5.920419  4.929340  7.429703
## [1573]  3.346969  5.317358  6.036598  3.818053  4.816264  5.250349
## [1579]  4.826364  4.711855  5.670559  3.566282  5.396628  5.588058
## [1585]  5.534811  5.168693  2.969949  3.109278  5.810744  5.478925
## [1591]  5.738353  4.750447  6.472914  5.323695  3.219376  4.190094
## [1597]  6.967063  5.127470  4.652256  4.759685  3.320816  5.490816
## [1603]  2.946665  7.420058  5.590544  6.339398  5.231898  4.020269
## [1609]  4.324780  3.542965  4.796952  3.521859  4.215359  5.615156
## [1615]  5.529387  4.878619  2.885858  3.888582  5.794901  3.267953
## [1621]  6.025550  4.888317  5.364275  4.326635  4.229481  6.960101
## [1627]  3.460120  4.508516  5.174392  4.826238  5.938618  2.990436
## [1633]  4.521928  4.685463  5.172165  4.842258  3.762840  6.477243
## [1639]  4.561865  4.685938  3.659121  5.736304  2.998690  5.419843
## [1645]  3.944400  6.967593  5.416285  5.540923  3.415568  5.006832
## [1651]  4.648953  2.919765  5.744744  3.337354  5.750973  5.078351
## [1657]  5.062267  2.983061  4.196900  3.553007  4.258149  3.934411
## [1663]  6.497694  5.109535  6.459211  5.219639  5.707487  5.981371
## [1669]  3.693219  4.385823  5.128715  6.420201  4.553499  5.543397
## [1675]  5.513120  4.542330  4.917491  5.535147  6.081764  5.435489
## [1681]  6.305593  5.239806  3.407059  3.453936  4.606610  2.881233
## [1687]  3.220711  3.359587  4.029926  4.622444  4.895393  5.184156
## [1693]  5.916727  3.497768  4.746526  4.865805  4.600382  6.024402
## [1699]  5.043140  3.958420  5.486714  3.945122  6.014828  5.606251
## [1705]  3.301311  5.219505  6.051613  3.280132  4.158928  4.503892
## [1711]  7.066118  6.268038  5.808998  7.250537  4.233630  6.509483
## [1717]  2.863489  4.980261  4.795248  3.500939  4.825190  5.025852
## [1723]  4.558031  4.449653  5.948791  5.207272  7.181633  3.561359
## [1729]  5.912689  3.709130  5.000692  4.438326  3.486962  4.977813
## [1735]  5.596294  5.016987  3.531098  5.569591  5.888020  4.037405
## [1741]  2.817714  2.954498  5.239886  3.150996  4.460714  6.183400
## [1747]  5.539776  4.046492  4.178064  6.626568  3.467828  4.914014
## [1753]  3.161549  6.838221  3.989517  3.185700  4.262701  5.513191
## [1759]  3.309957  3.916281  6.380954  3.531153  3.348181  3.179258
## [1765]  4.491520  4.798473  4.778589  5.884651  4.486997  2.745759
## [1771]  4.146122  5.730191  4.851395  4.636835  8.242188  5.879185
## [1777]  5.375545  7.184791  3.029017  5.070408  2.983754  3.387141
## [1783]  4.799080  4.716830  5.387980  4.760767  5.455742  4.506327
## [1789]  5.397888  4.209459  3.030982  5.527752  4.269284  5.574760
## [1795]  4.043819  3.302674  4.752406  4.830239  5.302575  5.186184
## [1801]  5.679037  3.981821  3.258993  4.078922  3.806429  4.438017
## [1807]  5.731815  4.730548  5.285072  4.526911  5.645066  5.141200
## [1813]  3.306085  3.973152  5.000060  4.492698  4.624829  5.586461
## [1819]  4.439172  3.694778  3.030012  3.675866  3.101616  6.187751
## [1825]  4.304852  3.142618  3.763013  5.229733  4.533564  8.063903
## [1831]  7.487939  5.607157  5.342930  5.457596  4.993023  3.727398
## [1837]  2.703296  5.054934  6.818962  3.656325  4.300052  3.398366
## [1843]  3.608748  4.627545  5.196455  3.843626  4.179319  4.838939
## [1849]  5.707125  8.775370  4.677257  5.159406  6.977981  5.578439
## [1855]  7.482702  3.451681  6.057950  3.150060  8.137585  5.035083
## [1861]  3.993303  3.934410  3.607058  5.748236  3.351397  3.278926
## [1867]  6.634748  4.217808  4.718883  3.717628  4.898237  5.054734
## [1873]  5.902566  4.701922  5.488101  9.091592  5.490717  4.829185
## [1879]  3.528147  4.398787  4.039393  6.442259  2.815397  4.907756
## [1885]  5.169002  3.834864  4.072032  7.691690  5.144014  6.672464
## [1891]  4.569984  4.127356  5.167016  4.757515  3.044811  4.538252
## [1897]  7.993724  3.960234  2.763750  3.321727  6.464631  4.703318
## [1903]  4.479978  5.286885  3.715579  4.046242  4.396524  5.506413
## [1909]  5.937371  4.769160  8.611328  5.606435  4.529340  3.630346
## [1915]  5.183078  3.213267  4.732698  6.557665  5.608841  5.840964
## [1921]  5.716994  3.940083  6.094483  4.991320  5.539742  4.495521
## [1927]  5.802593  5.682134  6.610331  5.270894  4.232690  3.513691
## [1933]  4.960088  4.368024  5.590363  5.111128  5.630533  5.939430
## [1939]  5.613859  6.079570  5.411991  4.508410  5.683798  4.356166
## [1945]  3.140014  5.988512  4.484304  3.326184  4.809627  3.244314
## [1951]  3.487864  4.520372  4.023983  4.960567  5.150893  6.902199
## [1957]  3.832249  5.191998  3.373339  7.193672  5.750938  7.002262
## [1963]  6.249626  6.199410  5.589773  5.513536  5.143640  6.452661
## [1969]  4.502384  4.083700  6.247730  5.332957  5.891397  4.943694
## [1975]  5.232986  5.741766  5.901534  3.849692  4.094049  6.332968
## [1981]  4.215101  4.423564  4.675451  4.340720  5.460771  4.567065
## [1987]  3.173597  3.751308  3.778464  3.925005  4.906169  6.005829
## [1993]  5.542689  4.991202  6.891020  4.760260  4.135384  2.938848
## [1999]  4.559009  5.241527  5.518596  4.989763  5.886036  6.286426
## [2005]  6.568365  4.631376  5.246846  3.054427  2.918751  4.123778
## [2011]  4.990680  4.641868  5.572623  4.437782  3.509842  5.069171
## [2017]  3.949309  3.950618  3.095335  5.073146  5.350854  5.553946
## [2023]  6.115141  3.465695  4.545017  2.971302  5.251523  5.161001
## [2029]  6.612080  4.027547  4.228815  4.452964  4.923443  4.363447
## [2035]  6.287979  4.831601  4.422696  4.654404  6.032741  4.520129
## [2041]  5.769736  4.226901  5.670155  3.158050  4.397569  4.877009
## [2047]  5.521813  3.692749  6.313650  4.532439  4.527493  5.497943
## [2053]  4.530568  3.395856  3.500174  6.069715  4.174028  3.087451
## [2059]  4.813690  4.687887  3.840262  5.041875  4.630912  5.544345
## [2065]  3.911405  3.809546  6.420933  4.956552  6.065997  3.535446
## [2071]  2.989970  5.187528  4.828099  4.498649  3.695181  2.697272
## [2077]  4.973303  5.708182  5.722085  4.189513  5.799617  4.906539
## [2083]  5.613954  4.301527  4.316596  4.930963  5.118992  4.967320
## [2089]  4.845614  6.252757  5.873972  4.822934  3.816034  4.066371
## [2095]  4.857200  3.112994  4.517947  4.981967  3.988568  5.238921
## [2101]  4.559731  5.688650  5.128530  5.824484  3.480121  5.900631
## [2107]  4.342720  3.814257  6.184513  5.304658  3.393981  6.261363
## [2113]  5.034281  4.579863  5.479478  3.770863  4.762897  3.564220
## [2119]  5.395321  3.652632  5.627178  5.731838  3.178727  3.866565
## [2125]  4.471673  3.262742  3.176939  3.952691  4.203136  6.223729
## [2131]  3.867166  4.406962  5.889955  5.189589  3.700869  5.161962
## [2137]  4.256119  3.828792  4.370469  5.136540  2.945604  6.622323
## [2143]  2.967113  4.077781  3.122321  4.115928  4.480965  4.868584
## [2149]  3.295141  3.692549  4.425159  4.213820  3.654566  3.163616
## [2155]  3.671270  2.918671  3.212985  2.836302  3.912642  3.106038
## [2161]  2.893985  3.873566  3.506136  6.275318  3.394727  5.503959
## [2167]  4.757443  5.615018  4.545302  5.531191  4.185552  5.923408
## [2173]  5.653786  5.080720  7.580912  5.293285  9.415721  3.063166
## [2179]  5.398870  4.361411  4.840182  2.402049  4.437077  4.823409
## [2185]  4.368455  4.171995  5.149962  3.119827  2.733970  4.411062
## [2191]  3.513807  5.175248  4.292997  6.323223  5.171140  4.370255
## [2197]  4.166576  5.540309  2.655022  5.671703  4.688058  7.078323
## [2203]  2.729997  5.588006  4.403448  3.289156  2.791474  4.184590
## [2209]  3.046151  5.992490  3.982467  3.488701  5.278850  5.513939
## [2215]  5.758056  5.388226  6.391940  3.204488  4.317798  5.357482
## [2221]  6.871411  4.899968  4.506491  4.701409  6.670423  3.300085
## [2227]  3.913918  6.371267  3.220252  3.229907  5.346060  4.867063
## [2233]  4.919714  5.814192  5.629530  5.440245  2.685116  4.786830
## [2239]  2.927689  2.993772  4.028481  7.222116  4.300997  5.066113
## [2245]  4.578365  4.399171  5.505016  3.124126  3.186430  4.719141
## [2251]  8.682896  5.849085  4.490067  4.823291  3.316856  2.853448
## [2257]  3.909183  2.983761  4.610893  4.534960  6.918278  3.872478
## [2263]  4.675784  6.766452  5.522533  6.182502  2.861631  4.325751
## [2269]  4.986817  2.785460  4.009089  4.681920  3.632908  3.777430
## [2275]  4.914918  5.040264  3.110158  6.492636  5.744320  3.437357
## [2281]  4.910650  5.124051  3.952577  5.748414  2.989143  4.050099
## [2287]  2.849949  9.539387  4.984763  5.284651  3.760223  3.959381
## [2293]  4.051614  4.687275  3.557023  4.047886  5.994344  3.438261
## [2299]  4.867882  5.599091  6.485755  5.386032  2.768536  3.249284
## [2305]  4.958872  3.101999  4.868623  5.878626  3.706344  6.009607
## [2311]  4.438221  4.732892  3.800243  5.121066  4.258423  6.431043
## [2317]  3.801080  3.008739  2.665417  5.851826  6.016880  3.293393
## [2323]  5.085701  4.369038  3.624911  5.209239  3.001277  5.638364
## [2329]  4.796753  5.164228  6.224518  4.331254  4.955372  4.956744
## [2335]  5.383060  6.495786  5.539587  3.172167  9.670627  8.637555
## [2341]  5.987015  5.539424  4.513721  4.701175  5.778438  3.829178
## [2347]  5.614084  4.448297  4.565293  4.933299  3.618080  4.831415
## [2353]  4.880004  5.367433  3.598875  5.356246  5.060076  6.670461
## [2359]  6.472932  7.033509  5.241978  5.971594  4.289615  5.873913
## [2365]  4.925433  3.442109  6.834302  8.716245  3.622126  4.308935
## [2371]  7.212409  4.042303  4.924968  5.421820  5.380819  6.018324
## [2377]  4.462554  2.909172  6.519076  4.684949  7.027856  4.257163
## [2383]  5.682073  2.934077  3.435790  4.961530  5.124889  4.496225
## [2389]  3.974387  4.366298  4.170519  4.154898  5.106835  2.960764
## [2395]  4.245210  4.608524  4.711677  5.307190  4.151400  5.974996
## [2401]  5.319822  4.653049  3.506183  5.863061  6.661215  5.704651
## [2407]  6.286058  5.245555  5.167336  3.794648  3.503794  3.844169
## [2413]  7.514778  5.716067  4.071367  7.318214  3.488178  6.391163
## [2419]  4.177187  2.981395  7.461685  6.453078  5.663089  4.185071
## [2425]  2.761144  2.928836  3.992322  4.739841  4.152274  3.994940
## [2431]  5.670621  6.050457  5.570188  4.533265  6.464644  5.587859
## [2437]  4.913415  4.660319  3.001600  4.646986  2.846985  5.954408
## [2443]  5.100577  5.145634  6.203110  5.335858  5.688105  3.194114
## [2449]  2.982996  5.111787  6.063468  5.951782  4.979502  4.662187
## [2455]  5.215707  4.690083  5.275761  4.052722  5.416999  4.607988
## [2461]  5.253193  5.293295  4.632309  3.988911  5.598438  4.360041
## [2467]  5.640227  4.658935  3.943328  3.095621  4.330439  3.308309
## [2473]  2.820463  6.138682  4.561113  5.562169  3.553123  4.449955
## [2479]  7.505964  3.245844  4.308259  4.383846  3.675023  4.916941
## [2485]  3.568303  5.665593  7.392599  3.785740  6.947618  4.209921
## [2491]  3.481941  5.948111  6.829447  2.805088  5.995030  4.196546
## [2497]  6.639500  5.362400  6.185194  4.106942  5.632646  5.448720
## [2503]  5.188891  5.174052  3.599214  6.120785  4.987531  5.136315
## [2509]  4.458299  3.226198  4.247679  6.673218  6.265608  4.568257
## [2515]  2.731156  5.424293  4.541706  3.465813  5.769631  6.454187
## [2521]  5.064746  4.265103  5.361430  6.204729  3.691156  4.818258
## [2527]  4.857342  4.741587  4.931976  3.338538  3.381728  5.608730
## [2533]  5.726322  3.673865  5.265990  4.480611  4.721677  5.718592
## [2539]  4.490129  2.852162  2.794083  5.071622  4.103969  3.030672
## [2545]  2.831536  5.065319  3.595979  5.752933  5.398545  3.727901
## [2551]  6.154679  4.311039  2.821073  5.841945  2.748608  5.077665
## [2557]  3.954490  5.912045  2.890755  4.937481  4.466451  4.570713
## [2563]  4.640952  5.173229  5.893628  3.081230  3.923186  5.093551
## [2569]  4.846571  4.460954  4.990736  6.338534  4.148542  5.705101
## [2575]  5.559045  3.895801  5.859526  3.442370  5.721059  4.538785
## [2581]  3.606184  4.374119  2.895345  9.244669  4.116612  2.748750
## [2587]  6.693241  4.903370  4.984790  4.358445  5.195096  5.999682
## [2593]  4.257548  4.821365  4.298417  4.232868  3.465887  3.431481
## [2599]  2.998161  3.185226  4.427510  4.398814  4.641286  4.040815
## [2605]  4.508280  5.835520  2.770852 10.466462  5.458837  3.037169
## [2611]  3.193916  2.983112  4.572945  6.503653  3.135176  3.223775
## [2617]  5.311783  7.520214  3.326352  5.136126  5.432660  5.170427
## [2623]  6.337117  4.353190  4.571207  3.753088  2.885022  6.244134
## [2629]  5.208162  5.851068  5.131418  5.771688  5.603292  6.609884
## [2635]  5.473367  3.884183  6.586936  5.782672  5.662491  2.985543
## [2641]  6.924301  4.834087  5.193740  2.986547  5.278966  3.050184
## [2647]  5.207134  2.995734  4.348995  3.519182  5.427971  5.543085
## [2653]  7.386273  4.432074  4.122964  3.442771  4.590385  6.443794
## [2659]  5.246334  4.546337  4.423189  4.583464  3.922702  3.939555
## [2665]  4.281647  4.881563  3.361223  4.190466  5.804274  4.968701
## [2671]  4.095696  4.951578  3.827941  3.043844  5.285158  4.982202
## [2677]  6.561566  6.039943  5.288777  3.716640  4.249025  4.026393
## [2683]  5.437836  5.576661  4.774310  5.986434  4.729025  4.348279
## [2689]  5.164761  3.718977  4.036036  5.001782  3.633019  3.947233
## [2695]  2.944797  4.014719  4.825120  4.106457  4.706429  5.179359
## [2701]  3.381699  3.169512  5.373919  5.883017  2.880428  4.213011
## [2707]  6.084404  2.846152  6.517626  4.711601  5.548639  4.960280
## [2713]  3.052983  6.651965  2.919662  4.752594  4.534147  3.316876
## [2719]  7.017075  2.960039  3.673483  4.622329  5.898752  2.698053
## [2725]  5.503047  5.810421  6.273687  5.543121  5.236750  2.720766
## [2731]  3.260269  3.924833  5.167156  2.753491  4.969915  4.778746
## [2737]  4.238798  4.378884  4.666489  4.186381  2.784518  4.465816
## [2743]  9.012376  4.629655  5.115620  5.099101  2.893392  4.928489
## [2749]  5.439441  5.163566  4.197491  4.859099  4.997611  6.251184
## [2755]  3.042034  4.701663  5.788749  4.355482  5.247226  3.240140
## [2761]  3.629257  4.209199  5.577419  5.708148  4.506850  5.841295
## [2767]  6.057226  4.424753  3.193698  4.616931  3.747664  5.716244
## [2773]  3.643194  4.283873  3.419038  3.614938  5.794107  4.814450
## [2779]  5.363963  3.629492  4.179972  8.465291  5.443025  6.136594
## [2785]  3.367343  4.351494  4.644689  3.845516  3.346218  3.477886
## [2791]  5.877096  6.212996  3.873421  6.432540  4.612661  4.788157
## [2797]  5.878094  4.775118  5.099070  4.871071  5.173363  3.066231
## [2803]  3.496091  6.461988  4.492373  8.727731  5.350994  4.227471
## [2809]  6.250479  4.582745  5.437211  4.058881  4.052275  6.106268
## [2815]  4.050395  3.587772  3.926305  5.099021  4.383298  6.302519
## [2821]  6.015919  3.697540  5.107015  4.845747  4.630281  5.535227
## [2827]  4.862743  3.849085  4.294748  3.824697  3.062103  4.385808
## [2833]  6.931231  4.003979  6.042192  3.414479  5.131383  3.130796
## [2839]  6.378904  4.128299  6.781637  4.469570  4.741035  2.928385
## [2845]  3.182058  4.678161  2.824101  4.983254  4.641650  5.469428
## [2851]  6.533819  5.104936  3.809814 10.077169  7.100330  4.358166
## [2857]  3.476859  4.811665  4.078358  4.561702  3.510435  3.335694
## [2863]  9.839152  5.330903  5.426940  3.928091  6.326160  5.477512
## [2869]  4.108607  4.915966  2.614318  4.895570  3.976359  4.603665
## [2875]  5.615947  5.208831  3.079572  5.697746  5.145267  5.004518
## [2881]  6.571372  6.480655  5.324265  9.651650  4.518112  3.763766
## [2887]  3.195440  4.616619  5.134703  5.614164  3.352255  5.751031
## [2893]  4.816931  5.636438  3.825186  6.285224  2.868438  4.936211
## [2899]  3.035431  3.428079  4.462555  4.538436  4.559591  4.112762
## [2905]  4.487676  3.035412  5.523402  5.307863  4.303160  5.943795
## [2911]  4.094396  3.935253  5.018729  3.901449  7.342644  2.920571
## [2917]  5.153197  2.687939  3.155526  4.253252  4.646635  3.561011
## [2923]  2.888674  4.642031  4.928963  4.011871  5.438252  5.483852
## [2929]  5.540115  5.418484  5.060893  3.101701  4.457970  5.538189
## [2935]  5.008372  4.137440  3.545309  5.041284  4.846792  5.324160
## [2941]  5.442159  4.633708  3.975202  3.662557  7.703947  7.596062
## [2947]  3.488464  5.448375  3.953279  5.270331  5.262286  4.775825
## [2953]  5.875440  3.738136  6.070545  5.777370  6.351781  3.912419
## [2959]  3.316203  5.744467  4.305253  4.042359  5.686139  6.123754
## [2965]  3.029087  5.705400  5.998590  4.483824  4.659477  5.445097
## [2971]  4.861395  4.758569  3.428885  3.884117  4.153188  6.770095
## [2977]  7.086192  3.759997  4.380669  2.962611  4.009615  4.910174
## [2983]  4.877011  2.855109  3.690054  6.865114  5.450716  4.223337
## [2989]  6.354476  3.191328  5.619124  4.495076  4.142730  2.917742
## [2995]  4.176993  4.179720  4.100842  4.489227  4.543799  2.870410
## [3001]  5.501226  6.397600  5.068428  6.242427  4.269588  4.551291
## [3007]  3.187019  3.193805  4.420590  6.082151  4.139980  4.163293
## [3013]  3.024934  6.025882  3.938845  4.818759  3.987730  6.319986
## [3019]  5.657519  3.139821  5.838342  3.291198  5.555481  6.695091
## [3025]  5.140402  5.553058  9.838800  5.208683  4.732209  3.043890
## [3031]  5.133043  4.897927  4.410837  4.598791  2.655455  2.756193
## [3037]  5.278695  2.962458  5.123360  2.859733  5.254104  2.891002
## [3043]  4.896321  4.949983  5.703523  4.934466  4.791106  4.289253
## [3049]  4.638043  3.959545  6.006089  4.091567  3.200051  5.730555
## [3055]  4.851858  5.708922  2.966792  4.254115  4.521968  4.964231
## [3061]  4.192376  6.231145  5.412993  4.675319  5.295188  2.873942
## [3067]  4.740521  2.974222  4.849314  5.072920  4.854698  6.319670
## [3073]  4.085898  4.104683  4.772490  5.646862  4.887444  2.950475
## [3079]  2.746153  4.884163  4.847114  4.323920  4.003825  2.681516
## [3085]  4.349441  3.317668  3.792521  3.842570  6.051048  5.944644
## [3091]  6.373821  5.983462  4.558988  5.203742  4.056213  3.017151
## [3097]  5.157657  4.529003  4.974377  5.621788  5.694933  5.845448
## [3103]  5.170991  4.170328  5.520612  3.888536  4.271124  4.331305
## [3109]  4.352195  3.974455  6.143255  5.469532  4.626080  4.279392
## [3115]  3.296212  5.461034  4.970980  5.874994  4.318083  5.969142
## [3121]  5.649898  5.639549  5.300120  4.068690  4.513875  3.266759
## [3127]  7.173495  4.340805  4.819064  4.819810  4.965650  6.149360
## [3133]  2.849054  4.826264  3.290869  4.116571  3.119986  8.939010
## [3139]  3.378292  5.707571  4.137866  3.263227  5.472381  4.089248
## [3145]  4.142998  8.273890  3.624132  5.066551  3.739630  5.039311
## [3151]  3.030304  3.615287  3.464740  6.034229  4.821246  2.774303
## [3157]  5.108024  5.413026  4.915731  3.560340  3.263216  6.054693
## [3163]  4.887322  3.452457  3.620226  6.097257  5.083730  4.739800
## [3169]  6.556335  4.991760  3.665391  3.049991  5.502004  4.707504
## [3175]  4.991904  4.854952  5.534010  5.414820  5.400019  4.068964
## [3181]  2.953223  4.060841  4.296819  3.071677  2.641217  4.024303
## [3187]  4.143432  5.803134  5.304946  4.313451  3.828635  6.014267
## [3193]  4.908543  5.476636  2.740183  5.068910  3.187000  6.367366
## [3199]  5.716579  5.655487  3.052683  4.031819  6.419286  6.027385
## [3205]  4.313974  4.957355  3.548595  4.890446  3.041641  5.028300
## [3211]  5.345143  4.400894  4.984178  5.753814  3.347552  5.999036
## [3217]  5.985978  5.492062  5.950564  4.230537  3.923472  4.809995
## [3223]  6.120436  5.469618  2.734938  4.539461  6.221242  3.838602
## [3229]  5.743212  3.469955  4.121735  4.707548  5.129229  4.787425
## [3235]  4.355562  5.633737  3.993074  5.198898  4.901363  5.549429
## [3241]  5.162474  5.808789  5.532663  5.023200  5.461951  5.853916
## [3247]  4.589056  5.081322  3.968067  5.773864  5.140425  5.180848
## [3253]  4.241770  2.997568  3.616567 11.104902  4.532707  4.554590
## [3259]  2.949684  5.780946  4.528793  4.345802  4.872458  4.985173
## [3265]  3.281578  4.997336  5.868080  3.921859  3.624194  4.844296
## [3271]  3.980196  3.325279  4.490641  4.932085  5.556529  3.624376
## [3277]  3.567018  3.989433  3.091765  4.709282  4.873816  3.017096
## [3283]  6.238497  5.963073  3.480607  4.957292  4.194134  5.087802
## [3289]  4.059748  5.190651  5.347003  4.634353  2.844533  4.415034
## [3295]  3.652796  4.483870  6.950061  5.853215  6.351115  6.854365
## [3301]  5.079983  7.371279  3.980893  4.708999  4.267316  5.273043
## [3307]  4.566214  4.947188  4.610686  5.391680  4.159770  3.048269
## [3313]  8.418067  4.211725  5.238561  7.016564  4.293215  5.857290
## [3319]  5.777328  3.252636  4.893910  5.332824  4.186364  4.033130
## [3325]  3.877671  6.210914  3.736336  3.853789  2.804198  4.702035
## [3331]  4.901146  4.019801  5.319712  5.700696  4.238509  5.060719
## [3337]  3.661139  5.165499  5.699326  3.815708  4.436631  5.000707
## [3343]  3.754320  5.241775  5.704344  5.092616  5.847975  6.124706
## [3349]  3.035377  5.417947  4.447520  4.000010  6.299753  4.065199
## [3355]  5.384425  4.156135  5.373137  5.418818  5.391927  4.099649
## [3361]  3.167901  6.016562  4.118101  4.112225  5.173953  6.175317
## [3367]  3.880091  5.029117  4.742679  5.934404  7.007147  3.721543
## [3373]  4.568420  4.574333  3.943156  5.246110  5.246100  6.081857
## [3379]  3.312677  3.383690  3.360693  5.712936  4.476547  4.527252
## [3385]  4.148911  4.844120  4.625913  5.556905  3.706791  5.469864
## [3391]  2.837844  6.248984  5.305303  3.455046  4.902813  3.064972
## [3397]  7.199480  4.645581  5.442027  5.173621  6.720261  6.042189
## [3403]  4.672594  4.711455  3.201390  5.011837  4.252331  3.327394
## [3409]  4.472270  4.210028  3.142709  3.336141  2.959364  3.216409
## [3415]  5.022907  7.114032  4.911487  3.210017  5.741785  5.079820
## [3421]  4.060565  5.078343  7.767258  4.663909  5.917290  5.629722
## [3427]  4.701906  2.883740  3.506503  3.237398  5.509170  5.043452
## [3433]  4.694299  3.954771  3.584398  3.605773  3.684623  4.295908
## [3439]  5.776696  5.159684  4.532773  6.372667  9.926263  4.489796
## [3445]  4.534197  3.188411  3.166798  3.227168  4.534125  3.369493
## [3451]  2.999432  4.262337  3.948026  4.585840  5.364262  6.280686
## [3457]  4.862100  2.685831  4.902307  4.585689  2.790821  3.211373
## [3463]  3.183558  3.726920  5.628485  5.199835  4.604743  5.742130
## [3469]  6.603057  5.536773  4.287304  6.807295  4.817724  3.970716
## [3475]  3.323387  5.066932  4.429866  4.858620  5.158046  5.305126
## [3481]  5.015127  3.866870  9.201446  4.608913  5.568521  2.842015
## [3487]  3.986009  2.957918  3.263352  5.274019  4.531729  4.319407
## [3493]  3.182490  3.599977  3.558865  5.648386  4.459286  4.394114
## [3499]  4.979591  5.373809  5.335907  5.726765  4.812393  3.468695
## [3505]  3.559833  5.413753  2.895288  3.889750  3.537541  5.281485
## [3511]  5.180454  4.246845  6.012595  3.839101  5.226345  3.165494
## [3517]  4.260688  5.217125 12.429154  3.556990  5.430807  4.005752
## [3523]  5.537674  4.081979  3.539120  5.118365  5.794528  6.218186
## [3529]  5.223063  5.714286  4.551734  5.530619  4.116344  4.262508
## [3535]  5.219677  2.472264  3.226737  5.584513  7.935440  6.109581
## [3541]  5.478513  3.908274  3.038326  4.623645  4.203532  5.877661
## [3547]  3.550096  3.913761  5.359728  3.724807  5.208887  5.655151
## [3553]  3.141073  5.285420  5.523207  5.127543  5.724402  5.896584
## [3559]  4.124428  4.758647  4.587078  3.279866  4.502735  2.920767
## [3565]  5.837680  2.933961  4.140799  4.002086  3.537434  4.289562
## [3571]  4.061107  5.101848  5.595128  3.481034  5.498122  5.435624
## [3577]  5.065192  4.373397  5.594099  4.623349  6.933003  6.957070
## [3583]  3.748358  7.304236  3.850488  4.507695  4.219326  6.335354
## [3589]  5.527126  6.037529  3.722559  5.947548  4.589679  3.706512
## [3595]  3.114010  4.286734  4.976959  7.354753  4.428026  7.755323
## [3601]  4.498521  4.071109  4.224731  4.169339  4.095964  5.433036
## [3607]  4.048204  2.898335  5.174893  5.493606  4.664539  5.440041
## [3613]  3.957572  2.955872  6.497642  4.244844  5.103178  3.597805
## [3619]  3.353472  5.178322  4.166030  4.527116  4.295290  4.325794
## [3625]  4.878741  4.906954  5.959021  4.824533  5.003992  5.565739
## [3631]  4.634883  6.144435  7.956352  6.450351  4.540171  6.312245
## [3637]  4.665694  5.919491  4.937271  6.767154  4.856357  5.869929
## [3643]  4.107833  5.408685  3.243919  4.008197  3.454457  4.297399
## [3649]  2.950880  4.490566  4.685877  4.416341  4.311548  2.742404
## [3655]  4.273869  5.961865  3.719866  5.589131  3.975575  6.159918
## [3661]  4.865887  5.974414  5.785351  3.903051  5.233250  7.860523
## [3667]  3.531128  4.164857  3.025055  5.103742  7.243833  5.148240
## [3673]  3.948115  7.835378  4.978426  4.510374  5.338782  6.534335
## [3679]  5.692026  4.601105  2.986642  4.755318  5.889477  4.609849
## [3685]  2.789758  5.476485  5.813137  4.712892  4.952264  4.496606
## [3691]  3.314567  3.931309  3.601207  5.076364  4.765549  7.601155
## [3697]  3.263090  4.284319  3.997531  5.884965  5.719509  4.025232
## [3703]  4.970566  3.880810  4.103418  4.010756  3.161488  4.290647
## [3709]  5.095172  5.744432  3.728883  3.768215  8.190864  4.598667
## [3715]  4.058356  3.838228  7.256557  6.185104  4.672014  3.211460
## [3721]  6.871873  4.047135  3.789418  3.481305  4.862931  2.568955
## [3727]  4.969782  6.179274  4.524459  6.317253  6.392842  3.826309
## [3733]  5.647376  3.739507  6.060884  4.118581  6.141528  4.452167
## [3739]  2.733871  6.645647  5.399461  4.984732  5.581639  3.913989
## [3745]  4.905398  4.626206  3.952429  5.279893  7.264334  4.709375
## [3751]  4.760544  4.722536  5.153017  3.233406  4.732716  4.253025
## [3757]  4.176845  2.873974  4.500451  3.356886  6.282649  6.358355
## [3763]  8.932216  5.527708  2.854554  5.973148  4.196781  5.189983
## [3769]  3.954271  4.001699  4.513659  5.424139  3.703436  3.739897
## [3775]  5.047875  6.389540  3.574014  6.482701  6.406979  4.913657
## [3781]  4.959008  6.373302  3.816349  5.286148  4.416005  4.028333
## [3787]  5.504558  3.679129  5.234396  6.747045  3.695137  5.363752
## [3793]  5.204804  5.070215  4.596401  5.830871  5.429657  7.087526
## [3799]  5.592404  5.768061  5.965666  3.927458  3.959143  6.505597
## [3805]  4.915046  2.776195  6.538217  4.887240  2.817167  6.106399
## [3811]  4.465075  3.995638  4.644431  3.466064  4.302181  3.995726
## [3817]  6.635983  8.681779  3.167979  3.926980  3.238942  3.028562
## [3823]  5.382231  2.817204  5.300776  6.581456  5.105911  5.327192
## [3829]  5.223465  4.652146  4.352719  4.455257  4.411508  4.579703
## [3835]  5.687801  5.214339  4.695162  3.441428  4.420966  4.869611
## [3841]  4.993165  5.829160  3.956958  3.221472  4.483175  3.223127
## [3847]  4.512853  4.905698  4.675537  4.830055  4.769328  5.232269
## [3853]  4.514861  4.737638  3.973368  3.246990  4.224726  4.191982
## [3859]  5.183328  3.098142  4.893524  2.634408  4.834424  4.272772
## [3865]  4.500706  4.499992  5.578370  5.859092  4.092968  4.999241
## [3871]  5.358168  4.629529  4.153283  4.929137  3.113230  5.218412
## [3877]  4.333760  5.434913  4.465808  5.805566  4.319279  4.497318
## [3883]  3.631038  3.174620  3.186002  2.798522  3.127492  4.420439
## [3889]  3.212918  4.139082  6.554014  4.711495  5.715104  5.981400
## [3895]  3.953033  3.290659  3.350143  4.593464  5.475725  4.342376
## [3901]  5.415564  2.739270  4.984152  4.042882  5.635323  2.959254
## [3907]  4.979963  5.409793  6.015460  4.118798  5.068459  5.856104
## [3913]  6.508279  3.031507  3.448052  5.153102  4.938503  4.519867
## [3919]  3.039915  3.876392  2.872890  6.674653  4.608410  3.979023
## [3925]  5.897211  3.214028  4.457455  4.000989  3.498507  5.071111
## [3931]  5.025985  2.910950  5.762182  3.881379  4.804306  2.763980
## [3937]  4.956513  5.778765  4.576404  3.919373  3.137455  5.654924
## [3943]  6.127961  5.037564  4.927376  5.122641  6.186036  4.969825
## [3949]  3.700508  6.508954  5.417075  5.886065  3.003675  5.053036
## [3955]  4.263860  4.857911  5.413378  4.016044  6.244669  4.942697
## [3961]  5.825496  4.972444  3.324501  4.769788  4.992819  5.136622
## [3967]  5.501607  3.987051  6.098333  4.702805  5.425859  4.024446
## [3973]  6.388579  5.703068  5.552166  5.066012  5.512580  5.167095
## [3979]  5.217599  3.666915  4.027461  6.493969  5.559748  4.212897
## [3985]  3.204206  5.855826  4.408569  5.808130  4.994976  4.698481
## [3991]  5.148015  4.922851  5.813859  4.849210  4.764587  4.738364
## [3997]  2.710828  7.380091  4.785036  6.080133  3.162568  3.021668
## [4003]  4.716653  4.481519  5.353664  4.813635  5.364304  5.845113
## [4009]  2.982091  5.138320  4.207045  4.837687  3.883481  5.629057
## [4015]  4.534343  5.173102  4.989452  6.351694  4.491696  5.425574
## [4021]  4.642843  5.172050  4.130715  5.367688  5.290434  4.941831
## [4027]  6.008692  5.635006  5.160288  5.579194  2.953068  5.215516
## [4033]  2.987554  5.756226  5.534953  6.132934  7.057422  4.135283
## [4039]  4.874572  7.511187  5.602140  2.790093  4.201850  3.069075
## [4045]  3.691014  5.479952  3.541897  3.649442  3.094090  5.082439
## [4051]  4.452567  5.139356  4.496589  4.709670  5.402497  5.789857
## [4057]  5.150773  6.662191  4.513634  5.940021  5.614448  4.669306
## [4063]  3.664048  4.029784  5.302510  5.145041  4.013619  5.976563
## [4069]  4.914471  4.278541  3.940749  5.262677 16.191986  4.634820
## [4075]  3.196610  5.204247  4.554981  5.803860  3.904904  4.710988
## [4081]  4.300365  4.704306  3.020262  3.317358  5.500980  5.542256
## [4087]  5.841770  4.465999  4.957897  6.276555  5.708544  3.074762
## [4093]  4.063360  2.990531  3.797048  4.609634  5.223617  4.908513
## [4099]  5.470357  6.868641  4.545884  5.452449  2.992729  2.753505
## [4105]  5.280417  4.828799  4.925699  3.886487  4.228383  5.833350
## [4111]  2.712128  5.844358  5.022364  2.810778  5.173534  5.693989
## [4117]  3.667551  5.455480  2.945847  5.603984  5.189572  4.257325
## [4123]  4.867241  6.981748  5.277044  5.357508  4.379645  3.152326
## [4129]  3.082743  6.211505  2.870493  5.393010  4.612311  4.002397
## [4135]  5.027432  5.090464  5.636685  5.116708  4.397715  5.375133
## [4141]  5.201449  4.189596  5.451609  5.471858  4.387219  4.654815
## [4147]  3.864048  6.261810  3.083595  5.348175  3.065814  5.461981
## [4153]  7.171455  2.969959  2.994568  3.133100  5.736243  3.152002
## [4159]  5.449824  2.989808  3.633843  6.362563  4.367998  3.264148
## [4165]  4.581029  5.865407  5.144913  3.216955  6.254685  5.617054
## [4171]  3.569793  6.091019  5.034117  5.171549  5.706270  5.592942
## [4177]  2.951281  5.906493  4.152801  4.767344  5.644408  4.852020
## [4183]  3.111334  5.061044  5.155615  4.915965  4.079382  3.792476
## [4189]  4.936902  2.904662  4.126200  4.753134  4.691707  3.528081
## [4195]  5.018728  3.285759  4.440172  4.299992  2.691977  4.543121
## [4201]  6.492976  5.299484  4.975295  2.795314  4.155646  5.164603
## [4207]  3.449448  3.138219  6.855280  2.868949  7.870678  4.928414
## [4213]  6.572798  4.295890  5.063002  3.792171  5.091471  5.415453
## [4219]  6.386796  4.429333  3.711863  5.048197  5.624490  3.215924
## [4225]  3.883382  2.647113  3.130612  3.266809  5.705300  5.187429
## [4231]  5.808627  4.910960  5.606653  2.786024  4.224927  3.117828
## [4237]  4.901313  5.449984  5.811414  3.796784  5.211012  5.350813
## [4243]  4.588055  4.090247  4.511227  7.692944  5.626287  2.952618
## [4249]  5.678266  2.841970  3.800017  3.131652  5.544081  3.555988
## [4255]  4.010064  6.711261  3.122492  5.571919  5.542241  5.448195
## [4261]  3.355145  3.103897  5.314812  5.359716  5.006050  4.591427
## [4267]  3.635366  5.158998  5.374067  7.483812  4.170147  5.473219
## [4273]  3.563249  4.149406  6.693166  3.552119  5.564424  5.249566
## [4279]  4.797177  3.892135  5.431376  4.899850  5.509368  3.877309
## [4285]  3.063180  4.613259  3.949583  5.633925  5.335896  5.711875
## [4291]  2.946450  4.459431  3.671814  4.110036  5.604205  4.848099
## [4297]  5.458378  5.977769  5.191994  3.756871  4.105802  4.619087
## [4303]  4.661233  5.588050  6.185497  5.428374  6.755218  5.304635
## [4309]  4.161192  3.971192  5.326912  4.281517  2.840316  5.631413
## [4315]  3.523186  5.528011  3.607590  4.720797  4.743737  5.845775
## [4321]  5.132221  4.657035  5.188241  3.342429  3.974833  3.705677
## [4327]  4.606171  4.815089 14.760753  5.546730  3.452532  5.298727
## [4333]  4.777435  4.554182  4.371975  6.793371  5.221997  4.457446
## [4339]  5.392222  7.780206  3.548187  2.815437  3.862965  3.751575
## [4345]  7.183535  3.848829  3.752124  3.947276  5.262916  6.995092
## [4351]  5.556507  5.183819  4.716593  3.902372  5.724998  7.946552
## [4357]  4.380616  2.904595  4.912030  5.244506  3.065156  5.930751
## [4363]  4.276035  3.295234  5.310867  5.741477  4.980143  4.228132
## [4369]  4.681027  4.631425  4.905825  4.721263  4.386425  4.019571
## [4375]  6.142040  3.045964  4.651189  6.168258  2.854579  5.107629
## [4381]  5.242055  3.417459  5.018743  5.517222  3.122219  5.702068
## [4387]  4.829851  5.186718  4.401821  5.251969  2.951488  4.959820
## [4393]  5.612786  3.830128  6.308421  5.056326  4.060638  5.111609
## [4399]  5.629753  3.953163  5.089320  5.552711  6.462731  3.212175
## [4405]  3.015994  3.742101  3.249821  4.806687  4.049625  4.692485
## [4411]  5.535422  5.555648  5.544616  6.165971  4.287939  6.006557
## [4417]  5.212027  4.780001  2.654553  3.468904  5.719734  3.996748
## [4423]  4.604286  5.542635  3.846484  5.582259  3.138311  2.630734
## [4429]  2.767999  3.471991  5.984959  2.987528  4.544056  3.291712
## [4435]  4.322140  4.314018  3.757362  3.212199  6.106697  5.944307
## [4441]  3.914686  4.953298  5.050793  4.937295  3.048023  5.122777
## [4447]  5.604109  4.227138  5.607375  5.808498  5.404996  4.290788
## [4453]  3.221314  6.655443  5.260266  4.405465  3.849741  3.042492
## [4459]  3.795414  4.736652  5.845431  3.730099  4.769863  6.049933
## [4465]  4.875503  5.824972  7.051088  5.980917  4.476162  6.902311
## [4471]  3.890598  5.741156  3.427328  5.612267  4.775863  5.003387
## [4477]  4.643354  2.868420  5.459874  5.804331  4.506700  6.030820
## [4483]  4.977213  5.780424  3.794650  5.553620  7.437957  4.405258
## [4489]  5.014255  5.532391  5.965838  3.903520  3.071995  2.786484
## [4495]  5.478801  3.829834  4.663001  6.045915  6.247763  5.544015
## [4501]  7.082135  5.026748  4.901349  4.109788  3.648341  3.236568
## [4507]  6.495767  6.101378  5.054773  4.034206  2.954570  6.183812
## [4513]  4.972781  5.250304  5.255946  5.167399  5.386937  4.801585
## [4519]  5.017278  3.195305  5.402075  3.888374  6.954103  4.153493
## [4525]  5.105971  4.780852  5.422262  5.214853  5.054565  5.126838
## [4531]  4.282436  3.437971  5.531341  5.269821  4.553040  5.299537
## [4537]  3.310578  5.567163  5.104863  5.201070  7.141295  6.009153
## [4543]  5.550740  5.202988  5.564401  5.385605  5.015255  5.094565
## [4549]  6.450988  5.213057  4.458191  2.758905  2.953645  4.656569
## [4555]  3.497309  5.917461  4.478479  4.845592  5.504239  3.689039
## [4561]  5.320057  3.788504  3.788002  6.505382  5.852280  5.888913
## [4567]  5.697452  2.948930  4.253859  7.268836  5.876559  5.548402
## [4573]  5.741987  5.086269  5.125513  3.965413  3.767740  4.607172
## [4579]  3.132943  6.562760  4.664081  3.633117  5.160265  5.555119
## [4585]  4.408603  6.254732  4.757004  4.142904  5.085549  4.907862
## [4591]  3.643555  6.380804  4.947683  4.914519  5.134391  4.063039
## [4597]  3.058067  5.093553  3.097429  5.935538  5.333287  3.768689
## [4603]  5.498016  5.367865  7.374186  9.511278  5.534157  4.299113
## [4609]  4.720538  3.181928  3.497633  2.866114  6.044313  2.647502
## [4615]  4.569778  5.898099  5.986973  6.539445  5.655419  5.194148
## [4621]  6.231175  8.198931  4.499932  6.508364  5.592249  3.056148
## [4627]  5.059040  5.349702  5.022287  4.681166  7.092968  5.434000
## [4633]  3.976326  4.078652  4.974193  5.039809  5.461015  5.709585
## [4639]  5.352097  4.006809  3.999331  4.894770  4.857743  4.399526
## [4645]  5.690519  3.418854  7.362069  4.165599  4.778948  4.981429
## [4651]  5.180832  4.006332  4.023203  5.157089  5.296338  6.577839
## [4657]  3.210712  4.141371  5.384158  4.237694  4.731213  4.497435
## [4663]  4.762719  4.479339  4.714007  6.224667  4.970265  4.621760
## [4669]  4.838954  5.185061  3.469749  5.608183  4.789529  4.707093
## [4675]  5.536215  4.890896  5.559206  3.755954  4.948563  5.232520
## [4681]  4.695272  4.801728  4.652215  6.115403  4.803102  4.783263
## [4687]  3.846936  3.609604  4.647393  2.736768  6.873178  5.804351
## [4693]  4.771489  3.047571  3.560172  4.046299  3.507536  4.860683
## [4699]  3.208463  5.759406  2.853478  6.041875  5.251672  3.909413
## [4705]  3.888122  4.313428  6.009626  3.121241  3.535951  4.272526
## [4711]  3.069958  5.432638  5.363007  4.909746  5.511334  3.438186
## [4717]  5.742418  5.113833  5.136508  4.751935  5.538530  2.902601
## [4723]  5.052157  4.810613  4.147376  4.625574  5.522686  5.839327
## [4729]  5.328344  3.572327  3.882546  5.679372  4.496137  5.050930
## [4735]  4.934264  4.509991  3.573647  6.080888  3.254461  3.478346
## [4741]  3.922236  3.405777  3.251055  4.510343  4.428648  4.357565
## [4747]  6.005849  2.999643  4.227389  4.636923  4.720080  4.616993
## [4753]  4.676283  5.592113  3.736355  3.771065  4.182461  7.250487
## [4759]  3.975103  5.899011  4.565017  3.719287  4.387973  7.889417
## [4765]  5.015490  4.022097  3.923286  5.319714  5.063146  5.820699
## [4771]  5.503531  5.373923  4.375892  4.025082  3.921112  5.715092
## [4777]  5.628780  5.167716  2.945819  6.865839  4.130831  4.029812
## [4783]  3.044522  4.480509  7.481762  5.870007  4.044056  7.419597
## [4789]  3.992683  3.296191  5.643385  3.039127  5.147759  6.420607
## [4795]  5.342056  7.984756  4.935927  4.281509  4.227678  4.417277
## [4801]  4.018963  5.186385  5.216848  5.245553  3.426289  6.129276
## [4807]  5.887830  3.796526  4.286219  4.180364  4.135249  2.904143
## [4813]  5.636283  5.276834  4.137701  2.776004  3.705928  3.261195
## [4819]  5.541065  3.770523  5.482361  3.789565  5.795700  4.535507
## [4825]  5.571374  3.346525  5.927637  6.095802  5.607383  5.618529
## [4831]  2.994203  6.325462  4.376860  4.334187  4.080700  4.739556
## [4837]  3.779019  3.976312  5.192377  5.366109  4.759743  5.836285
## [4843]  4.636822  3.173971  5.419899  5.626997  5.677056  5.552770
## [4849]  6.591951  6.334375  3.058049  7.455092  4.746318  3.916684
## [4855]  4.430023  5.281634  3.644328  3.018893  6.086783  4.576887
## [4861]  6.248214  3.978228  4.201006  3.716873  3.010328  3.596986
## [4867]  6.652053  5.324746  5.677416  2.971083  3.351150  4.223704
## [4873]  4.944964  4.295967  4.039829  6.041375  4.883094  5.348302
## [4879]  3.316894  4.909917  5.577879  4.222313  5.107569  4.883884
## [4885]  5.219194  9.028002  5.461750  3.940493  3.797153  3.066054
## [4891]  5.406631  3.947564  5.606053  5.000098  4.589563  4.186383
## [4897]  4.259660  5.088072  7.412691  5.348182  5.618902  3.109759
## [4903]  4.857554  3.166617  4.898908  5.992683  5.405863  2.864713
## [4909]  3.186751  4.861240  7.334051  6.107677  4.174396  5.531254
## [4915]  4.847899  5.571753  5.256612  3.295898  5.595709  5.928517
## [4921]  5.279139  5.762555  4.189058  4.230880  5.278369  4.176062
## [4927]  4.657758  3.749303  6.784601  6.144715  4.681308  5.774213
## [4933]  5.358861  3.424782  3.126688  5.726895  5.952491  5.263907
## [4939]  5.169869  4.811002  4.856101  4.494713  6.080039  2.812885
## [4945]  4.372190  4.092006  5.217033  7.453669  6.037795  5.611215
## [4951]  3.601663  6.179908  4.339757  5.369655  3.068018  7.833572
## [4957]  6.364665  4.903155  2.762655  2.966026  4.225796  4.530055
## [4963]  4.725592  4.670116  6.351826  4.819290  6.384532  3.743998
## [4969]  3.324800  4.295651  4.048451  5.332408  4.624588  3.918484
## [4975]  2.891869  2.966324  5.915848  5.236842  5.565703  5.247758
## [4981]  5.053960  4.231947  6.025440  5.374146  5.555455  7.821307
## [4987]  3.155411  4.362266  3.700873  4.785545  5.288011  2.937512
## [4993]  4.266323  2.921637  4.128285  4.585360  5.411266  6.280718
## [4999]  3.262013  5.273153  4.601374  6.490857  4.514127  4.420771
## [5005]  2.886257  5.499658  6.103432  3.957491  2.827265  2.736691
## [5011]  4.902988  2.982073  4.734275  4.831295  5.681223  4.931097
## [5017]  5.262552  2.981417  4.794993  5.496583  4.035801  5.129021
## [5023]  3.778391  5.336761  5.253538  4.806690  5.533191  6.050996
## [5029]  3.462752  5.482267  6.011735  2.918958  4.346969  4.469022
## [5035]  5.109977  3.902661  5.277310  3.613324  5.133135  3.180303
## [5041]  5.097903  5.486147  4.172490  3.444705  5.030975  3.688872
## [5047]  4.871486  2.813151  5.513495  5.667885  2.862283  3.366050
## [5053]  2.959956  5.467661  4.629643  4.929469  5.510103  2.902022
## [5059]  4.695476  4.205414  4.367761  3.087127  2.744019  5.176867
## [5065]  3.659324  4.368994  2.588335  5.848644  4.739375  5.044749
## [5071]  4.366704  4.445952  2.627437  3.164119  5.064245  3.055878
## [5077]  4.532589  3.949539  4.554383  4.998355  5.076362  5.559570
## [5083]  5.767801  3.391588  6.309343  5.447606  6.371415  4.295094
## [5089]  3.729838  5.309002  2.968264  2.979367  5.160882  4.549879
## [5095]  5.371036  3.178828  5.173365  6.815312  3.323945  5.099689
## [5101]  4.916884  2.955023  3.897149  9.340439  4.603588  4.368069
## [5107]  5.273393  4.393006  4.607356  6.105121  9.398727  4.836266
## [5113]  2.972887  5.220523  5.975134  6.008355  4.219255  5.256993
## [5119]  3.761059  4.295833  4.600766  7.065415 10.038816  4.548169
## [5125]  5.315821  3.862608  3.759829  4.828868  5.320172  5.894663
## [5131]  5.329478  3.099409  4.843603  3.574355  4.266474  5.021329
## [5137]  6.622141  4.976778  4.957616  3.091358  5.375410  6.929354
## [5143]  3.990384  6.176322  7.995510  3.905517  6.643438  3.272270
## [5149]  5.343957  3.784218  4.523286  5.460206  5.037871  3.966978
## [5155]  5.457500  5.806413  4.304821  5.457066  4.971475  3.216054
## [5161]  4.870134  4.468746  5.033774  3.206202  4.629699  4.844865
## [5167]  5.246610  4.072913  3.165755  5.034083  5.450608  5.193615
## [5173]  4.207362  4.384807  5.607297  5.415474  4.270256  5.128568
## [5179]  4.764643  5.488194  2.977015  5.910055  6.357729  3.091356
## [5185]  7.189087  4.997805  5.932236  3.407236  6.091227  3.334938
## [5191]  6.390449  4.525741  5.572879  4.561594  5.677932  4.023724
## [5197]  3.729372  3.715389  5.461763  5.746552  5.033332  4.718406
## [5203]  8.141987  2.925096  5.990814  4.062618  5.075415  2.781967
## [5209]  5.786820  5.965366  5.383161  7.060260  3.124269  4.934128
## [5215]  2.832405  4.550317  4.774360  4.540254  3.192783  3.731114
## [5221]  3.755859  5.863667  5.361011  2.916732  4.348314  5.963267
## [5227]  3.026759  3.763956  5.911431  4.624782  4.934334  4.274610
## [5233]  3.363374  5.854248  5.281302  5.446942  3.562533  4.020502
## [5239]  4.449716  3.931011  5.538650  4.618968  4.329519  4.325229
## [5245]  3.413529  4.154134  7.430899  6.369416  5.494968  7.287964
## [5251]  4.840362  3.666715  5.687819  5.280031  5.742468  4.171178
## [5257]  6.090629  6.059869  5.268140  2.949170  4.771679  8.119358
## [5263]  5.070193  4.050907  4.745407  5.798627  5.561486  2.923051
## [5269]  5.455429  6.118972  5.056191  4.366719  4.080933  4.543135
## [5275]  4.460147  5.439532  6.466122  2.967074  2.989622  3.527525
## [5281]  5.242093  2.808657  3.871679  4.346339  4.696677  3.053331
## [5287]  5.984665  3.460561  5.104952  4.164267  2.938902  3.081881
## [5293]  3.818550  5.059863  4.945529  5.192617  5.410968  5.826050
## [5299]  5.796436  3.708303  2.988014  4.222874  5.930656  5.486934
## [5305]  2.915905  4.708006  5.518082  2.678128  5.721203  4.271812
## [5311]  4.060224  4.330519  3.538069  8.212110  5.569693  6.003042
## [5317]  7.146423  5.393927  2.798550  6.270155  6.598820  3.160576
## [5323]  2.691699  5.466280  4.972645  5.579589  4.922481  6.393941
## [5329]  5.269343  6.117241  5.585381  5.615860  5.238504  3.662197
## [5335]  5.278426  5.656086  4.903665  6.316155  4.958497  4.753368
## [5341]  5.767882  5.048105  4.872733  2.725764  4.574206  2.633111
## [5347]  4.180209  4.396968  4.414947  4.222242  2.927269  5.529270
## [5353]  3.311011  3.783932  3.207634  4.620421  5.757598  7.141774
## [5359]  7.913622  3.151887  4.943972  5.534906  2.871729  5.875165
## [5365]  3.693920  6.357162  2.950978  2.875343  4.018369  5.256697
## [5371]  2.638743  2.889670  5.380369  4.635575  4.712914  5.035056
## [5377]  6.032159  5.307424  7.533969  5.188671  6.749889  4.588880
## [5383]  4.682319  3.863501  3.621989  5.701848  4.794337  5.735598
## [5389]  4.320263  5.385442  6.043365  5.761163  4.641879  3.323963
## [5395]  3.198782  4.995488  2.858495  5.398927  5.663567  4.568619
## [5401]  5.160432  3.577504  5.734525  5.286830  5.078844  4.083637
## [5407]  5.083300  5.317760  3.243176  5.006366  5.512534  6.365969
## [5413]  4.916532  4.325135  4.995329  3.581577  4.627917  4.734070
## [5419]  3.290844  5.047809  4.341651  4.461405  3.087281  4.672064
## [5425]  5.575417  5.044189  4.860059  3.648141  6.968282  3.212217
## [5431]  4.812925  5.371599  3.981904  2.789183  4.158474  5.918613
## [5437]  6.347434 10.196089  5.739693  5.523772  3.398312  4.315669
## [5443]  4.202484  3.446681  5.076494  3.653079  4.083637  4.411523
## [5449]  6.195492  5.853781  4.588314  4.819585  5.432141  5.116613
## [5455]  6.834529  5.555811  4.494052  5.560432  4.571133  5.180829
## [5461]  3.803024  3.044921  6.034801  4.609627  5.012555  4.730428
## [5467]  4.021959  5.203751  5.847048  5.523598  4.046082  3.440097
## [5473]  4.569571  3.203713  5.232478  5.522501  4.825352  4.387422
## [5479]  3.283019  5.054157  2.906759  8.090752  2.887624  5.288286
## [5485]  4.858723  5.187308  4.570452  3.752121  5.491399  5.971735
## [5491]  3.313659  2.729543  4.355446  5.666682  5.431056  4.004057
## [5497]  6.932961  3.201581  4.735838  5.066860  3.916676  4.999630
## [5503]  4.643345  7.890495  4.677722  3.210837  4.318153  5.260976
## [5509]  6.705665  5.235870  4.426532  4.116822  2.707590  3.799463
## [5515]  4.306967  5.312954  4.017911  3.447586  5.381107  3.027128
## [5521]  2.918641  5.181700  3.541454  4.921782  3.406404  5.779138
## [5527]  7.968381  5.201730  5.440017  4.822170  5.018279  6.247492
## [5533]  5.086345  2.683883  4.253541  5.575587  5.785277  3.460436
## [5539]  5.301097  3.975261  5.823076  2.992949  5.584273  4.718675
## [5545]  5.075517  4.408358  5.745744  3.895785  5.082252  4.248525
## [5551]  4.843333  4.262581  3.159081  5.629980  5.255237  2.994512
## [5557]  3.522411  6.207847  3.893942  4.903002  5.431074  3.032302
## [5563]  5.407406  5.009940  5.250583  3.361927  2.832069  5.365889
## [5569] 11.034004  4.418341  4.368519  4.705019  5.761263  3.307647
## [5575]  2.920459  4.317353  2.663604  3.516805  3.250848  5.074804
## [5581]  4.331941  2.878610  6.658614  5.516688  4.627604  4.682181
## [5587]  5.580160  6.067064  3.040963  4.884002  4.737572  3.457533
## [5593]  5.157220  4.452698  6.350737  4.877159  3.598401  4.135338
## [5599]  5.626098  5.517855  5.804811  6.428020  4.386242  5.559025
## [5605]  4.047500  4.333633  2.437255  4.514227  4.735937  3.615507
## [5611]  5.489441  5.189314  6.643931  5.877896  6.108373  3.079902
## [5617]  3.054681  5.802013  3.288586  5.071152  4.575068  3.657197
## [5623]  7.286479  3.633039  4.596603  4.878062  6.036491  7.292952
## [5629]  6.278987  7.587683  4.597135  6.561179  5.612506  4.193132
## [5635]  5.664563  5.997371  4.828885  6.005211  4.148723  5.244382
## [5641]  6.360370  3.735976  6.046002  4.911275  5.282758  4.403595
## [5647]  5.287714  3.361110  3.826666  4.932469  3.992003  3.664717
## [5653]  3.289819  6.697194  5.060323  5.077347  3.814980  5.804752
## [5659]  5.225975  7.152746  4.208898  4.418294  5.675921  2.777507
## [5665]  4.191244  7.076551  5.396381  5.344371  5.297531  4.629081
## [5671]  4.390235  4.532021  3.377541  5.577566  5.778926  5.903429
## [5677]  4.064708  5.610992  4.359793  5.207959  6.091874  5.922331
## [5683]  5.878256  4.416743  4.860884  3.380175  5.172163  5.419922
## [5689]  5.295923  5.567175  5.574349  2.861740  6.974325  5.212429
## [5695]  5.287726  3.100523  3.585064  4.586497  4.186670  4.021422
## [5701]  3.245248  3.448489  4.923620  3.665750  5.715216  5.263438
## [5707]  4.202585  8.075225  2.814739  5.988740  2.794422  4.355721
## [5713]  5.363287  5.196029  4.363402  3.305672  3.924651  4.447218
## [5719]  3.907870  5.267724  5.854990  5.129077  4.736319  6.506403
## [5725]  3.795494  4.286614  3.214732  2.902095  5.676175  4.825132
## [5731]  6.040753  5.455715  4.258221  3.471725  5.100399  3.519033
## [5737]  5.557395  6.396591  3.107686  6.233303  2.930400  5.104973
## [5743]  3.762371  4.549057  4.175188  7.226225  5.305076  5.411605
## [5749]  5.626570  2.767329  6.190759  5.732811  5.806761  4.973881
## [5755]  2.969679  3.023536  6.242232  5.481381  4.778952  4.349752
## [5761]  3.654315  7.627112  4.332131  5.801345  3.251612  5.530540
## [5767]  2.952787  4.676234  3.737653  4.708162  3.916170  2.809816
## [5773]  5.137983  4.425419  4.022489  5.135192  4.315286  4.574810
## [5779]  3.068665  7.765393  4.347334  4.462640  4.802222  4.337504
## [5785]  5.282779  6.051610  5.491001  6.073712  4.389028  5.500529
## [5791]  3.061634  6.282572  6.719177  3.410586  5.804097  4.345123
## [5797]  2.872821  4.430131  5.733099  2.975788  4.450264  3.445490
## [5803]  5.691561  3.708195  4.624186  4.519762  3.089411  5.132655
## [5809]  4.795803  3.284230  3.019399  3.014650  4.572376  4.828169
## [5815]  5.376538  4.990471  4.543734  4.686580  4.255209  5.552526
## [5821]  4.674922  5.415343  3.324868  4.099695  6.137211  3.144235
## [5827]  3.132481  4.952611  4.600307  5.574789  8.659263  5.415997
## [5833]  4.687475  4.259116  5.415885  3.987684  6.403833  5.354763
## [5839]  3.386392  3.205385  3.778630  5.635868  5.819146  4.008378
## [5845]  2.959396  5.131394  4.577422  5.394220  5.202619  4.566631
## [5851]  4.862762  5.436899  5.567654  5.457826  5.556517  3.639517
## [5857]  4.088765  5.033696  5.387895  5.394031  4.563729  5.011714
## [5863]  5.020063  4.294129  7.399404  4.128296  3.953923  5.061073
## [5869]  4.786795  6.269789  4.027235  3.814607  3.914961  3.314680
## [5875]  5.570095  5.233851  4.270086  6.737780  4.145619  5.257215
## [5881]  3.325795  5.314018  5.355465  5.770661  4.942565  5.080456
## [5887]  6.422805  4.964550  5.503081  2.953866  4.256084  4.596549
## [5893]  4.898003  4.080550  4.922318  5.452035  2.966173  2.857320
## [5899]  5.830754  4.902410  6.107653  5.213917  5.526768  4.169180
## [5905]  6.089204  5.778671  6.751840  7.409555  4.658606  4.117101
## [5911]  5.571704  5.803845  6.648587  2.964979  6.673275  5.000548
## [5917]  5.389145  5.230321  5.097197  2.876179  3.978878  5.536054
## [5923]  3.883575  4.743858  5.836799  5.220800  4.266907  3.299911
## [5929]  5.555672  5.386624  5.751098  9.384036  3.601620  4.463136
## [5935]  4.925086  4.883740  5.282902  5.925535  2.847467  4.117803
## [5941]  3.151935  5.649555  5.657683  4.096348  4.601048  2.742549
## [5947]  3.083706  4.628195  5.674708  5.218536  3.108461  3.210124
## [5953]  3.959844  3.648452  4.536029  6.833885  6.505184  5.434911
## [5959]  5.208655  6.614407  5.739522  4.765113  7.109469  4.554036
## [5965]  4.983955  3.029495  5.435975  3.307744  6.743698  5.403905
## [5971]  2.940255  5.627766  5.630426  5.130303  4.144230  5.687298
## [5977]  2.761776  4.882417  4.943461  3.089617  4.373348  6.898656
## [5983]  2.750139  7.166853  3.253750  5.072722  4.255199  4.849454
## [5989]  5.048236  6.266214  3.706558  5.078654  6.343443  4.478519
## [5995]  5.558545  5.864501  3.424769  4.010964  6.704819  6.096980
## [6001]  4.579096  3.462028  7.514638  3.595960  4.935088  5.552857
## [6007]  4.872577  3.166808  3.163187  3.789378  5.122654  5.157120
## [6013]  4.639619  2.819235  4.698975  5.714554  4.238143  7.162574
## [6019]  4.858799  2.761515  5.058139  8.906431  5.724439  2.986105
## [6025]  5.089333  4.126359  6.124805  5.997954  3.409905  5.210138
## [6031]  4.325379  4.254547  4.853896  3.941736  4.768458  4.120969
## [6037]  3.480865  3.621753  5.405842  3.686145  5.933496  2.980234
## [6043]  6.252699  5.735049  4.392521  3.497519  4.759232  3.031598
## [6049]  3.904888  4.420947  4.102005  4.909626  6.015595  3.010486
## [6055]  2.878093  5.794055  3.973538  5.004061  4.714855  5.070906
## [6061]  5.931921  4.879271  4.314483  4.963778  6.521660  3.364521
## [6067]  2.686504  5.431513  4.413824  5.093388  5.735988  4.430777
## [6073]  3.510378  4.467749  6.632969  4.658493  4.527549  4.814721
## [6079]  5.229253  5.657409  3.321438  4.334638  3.797832  4.064858
## [6085]  5.556122  3.084186  3.326539  5.155135  5.713151  2.952839
## [6091]  4.879292  3.938504  5.681408  5.212622  4.844227  3.329272
## [6097]  3.734420  6.362157  4.909023  6.221850  4.796547  3.663224
## [6103]  4.284683  4.563299  5.192069  7.005113  2.992489  6.016832
## [6109]  3.540699  4.836171  6.205228  3.842368  6.353553  3.720946
## [6115]  3.705964  5.522783  5.230523  5.856297  4.132759  4.246321
## [6121]  5.774977  5.123080  5.888095  5.490254  5.725535  4.589029
## [6127]  5.427908  3.405901  6.894529  2.895958  6.270214  2.740520
## [6133]  4.878049  4.268691  5.158184  4.046205  4.284295  5.637350
## [6139]  3.898610  4.231011  5.410058  3.222671  5.257272  6.178268
## [6145]  2.934896  2.940179  2.625713  6.035770  4.222058  6.330015
## [6151]  4.428573  4.027762  4.120269  5.660155  4.347188  3.327016
## [6157]  5.002982  5.305870  6.475929  5.901945  4.120141  4.172053
## [6163]  2.844523  3.375185  3.595226  5.251091  4.401022  4.857304
## [6169]  5.867341  4.666755  4.717394  5.217443  6.287749  4.923049
## [6175]  5.192329  6.056722  5.142700  5.328994  5.152789  4.050961
## [6181]  3.466916  4.952988  4.839131  6.197856  5.353458  4.328768
## [6187]  4.961404  6.051436  3.061307  5.057585  5.178543  2.898520
## [6193]  4.328422  5.580437  5.919310  2.974882  6.069097  5.823161
## [6199]  4.423890  5.565994  6.187710  4.069556  2.938616  5.321453
## [6205]  4.483875  5.186565  4.171327  2.808495  5.279949  4.173501
## [6211]  4.609538  5.864202  3.410589  2.949710  5.734771  4.633265
## [6217]  5.178402  4.083490  5.092177  2.654301  4.773719  5.049097
## [6223]  3.303681  3.014156  5.654686  5.619961  5.344773  3.104731
## [6229]  3.793804  5.387376  4.412470  5.878456  3.323936  3.169859
## [6235]  5.787416  2.951997  3.639070  5.256177  3.585936  4.409073
## [6241]  5.225139  4.972886  4.202983  4.755792  6.409622  6.349946
## [6247]  5.137696  5.064785  4.466148  3.647371  3.778531  4.669742
## [6253]  4.773774  6.432120  4.903142  5.542770  5.681741  5.008646
## [6259]  5.837812  6.136226  6.212849  2.616716  5.671654  3.101331
## [6265]  4.872776  4.156151  5.169883  4.465149  5.249404  5.471462
## [6271]  6.149469  5.936952  3.717751  5.467422  5.459441  4.000594
## [6277]  4.404236  6.327488  4.418038  2.858010  4.700744  5.044805
## [6283]  3.750574  3.752246  4.251540  3.822603  4.503550  3.426254
## [6289]  8.805122  3.258557  3.349026  5.234952  4.584584  3.576523
## [6295]  5.039389  4.823327  4.012518  4.635616  5.678516 10.161844
## [6301]  5.581947  4.399215  5.027468  5.254303  5.205130  4.896949
## [6307]  7.014353  7.174028  5.729642  4.481676  2.924009  4.020624
## [6313]  4.805907  5.665888  3.009062  3.919614  4.537336  4.425298
## [6319]  4.151453  3.738149  5.006440  5.182789  4.078975  6.405599
## [6325]  7.291525  5.040318  2.739214  3.998960  3.976164  5.116360
## [6331]  3.142417  4.715492  4.653312  4.841882  4.167244  4.766240
## [6337]  6.097141  5.491442  5.062538  3.423336  2.764413  4.434683
## [6343]  5.001310  5.641221  3.736305  4.054944  2.942841  5.555514
## [6349]  4.785881  5.033428  4.325253  5.331567  6.711930  4.313502
## [6355]  4.755040  5.251815  3.807675  5.561250  4.847141  5.429987
## [6361]  6.055651  2.936596  5.543803  5.377557  3.767490  6.216614
## [6367]  4.968851  4.540225  5.056794  4.858597  6.802403  7.333948
## [6373]  4.369143  4.176673  6.943409  4.316204  4.236986  2.911054
## [6379]  4.648741  4.282152  2.802384  3.285218  5.481993  6.471157
## [6385]  3.674590  3.455649  6.335762  5.466346  4.536051  5.663262
## [6391]  5.092872  5.476676  4.968517  4.812420  4.487895  5.049402
## [6397]  3.324787  4.266704  3.535996  6.864569  3.910257  5.639191
## [6403]  7.529733  5.576549  4.831698  3.877203  4.201658  3.717359
## [6409]  3.040728  4.188791  5.762811  2.813456  3.177614
min(mif_sim_combined_output_df$R_0)
## [1] 0.2246014
mif_sim_combined_output_df_end_params = filter(mif_sim_combined_output_df) %>%
  filter(msg == "mif1")
min(mif_sim_combined_output_df_end_params$R_0)
## [1] 0.2246014
range(top_2_LL_end_params$R_0)
## [1]  2.402049 16.191986
hist(top_2_LL_end_params$R_0)

p = ggplot(data = top_2_LL_end_params,
           aes(x = R_0, y = loglik)) +
  geom_point() +
  rahul_man_figure_theme
p

p = ggplot(data = top_2_LL_end_params,
           aes(x = E_0, y = loglik)) +
  geom_point() +
  rahul_man_figure_theme
p

p = ggplot(data = top_2_LL_end_params,
           aes(x = E_0+z_0, y = loglik)) +
  geom_point() +
  rahul_man_figure_theme
p

p = ggplot(data = top_2_LL_end_params,
           aes(x = R_0, y = E_0+z_0)) +
  geom_point() +
  rahul_man_figure_theme
p

p = ggplot(data = top_2_LL_end_params,
           aes(x = R_0, y = p_S)) +
  geom_point() +
  rahul_man_figure_theme
p

range(top_2_LL_end_params$sigma_M)
## [1] 0.2706596 0.2850593

Analsyis of top 20 LL

top_25_LL = mif_sim_combined_output_df_end_params %>%
  filter(loglik > max(loglik) - 25)
range(top_25_LL$R_0)
## [1]   1.136031 234.936099
top_20_LL_end_params = mif_sim_combined_output_df_end_params %>%
  filter(loglik > max(loglik)-20)

top_5_LL = mif_sim_combined_output_df_end_params %>%
  filter(loglik > max(loglik) - 5)
range(top_5_LL$R_0)
## [1]  1.969799 21.406953
range(top_5_LL$E_0)
## [1]  4184.177 46931.589
p = ggplot(data = top_5_LL,
           aes(x = R_0, y = E_0)) +
  geom_point() + rahul_man_figure_theme
p

p = ggplot(data = top_5_LL,
           aes(x = p_S, y = R_0)) +
  geom_point() + rahul_man_figure_theme
p

Evalulate model performance

nyc_antibdoy_df = read.csv("../Generated_Data/antibody_data_from_nyc_study_with_RS_calc_CI.csv")

p = ggplot(data = nyc_antibdoy_df,
           aes(x = Date, y = Prop_Positive)) + geom_ribbon(aes(ymin = lower_CI,
                                ymax = upper_CI),
                                fill = 'grey70',
                                alpha = 0.7) +
  geom_point() +
  geom_line() + rahul_man_figure_theme
p
## geom_path: Each group consists of only one observation. Do you need to
## adjust the group aesthetic?

png("../Figures/Profiles/N_13_Model/Anitbody_data_with_RS_calc_CI_dates.png")
print(p)
## geom_path: Each group consists of only one observation. Do you need to
## adjust the group aesthetic?
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = nyc_antibdoy_df,
           aes(x = times, y = Prop_Positive)) + geom_ribbon(aes(ymin = lower_CI,
                                ymax = upper_CI),
                                fill = 'grey70',
                                alpha = 0.7) +
  geom_point() +
  geom_line() + rahul_man_figure_theme + xlab("Days since March 1, 2020")
p

png("../Figures/Profiles/N_13_Model/Anitbody_data_with_RS_calc_CI_days.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

###Load ML combination for model accross all five profiles

MLE = mif_sim_combined_output_df %>%
  filter(msg == "mif1") %>%
  filter(loglik == max(loglik))
ML_params = MLE %>%
  dplyr::select(-param_index, -iter_num,
                -msg, -loglik, -nfail,
                -trace_num, -loglist.se)
MIF_run_1_MLE_params = ML_params
MIF_run_1_MLE_params
##   M_0 V_0 K_0      R_0      b_q b_a       b_p      p_S p_H_cond_S phi_E
## 1   5  13  14 5.870554 0.212427   0 0.9293377 0.217182  0.1748478  1.09
##   phi_U phi_S   h_V    gamma   N_0      E_0      z_0 C_0
## 1  1.09   0.2 0.125 154.6271 8e+06 44854.17 7426.871   0
##   social_distancing_start_time quarantine_start_time PCR_sens   sigma_M
## 1                           17                    22      0.9 0.2752018
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling
## 1         0.162
write.csv(MLE, file = "../Generated_Data/Profiles/N_13_Model/Grid_Search_MIF_run_1/MLE_Grid_Search_MIF_run_1_with_LL.csv",
          row.names = FALSE)

write.csv(MIF_run_1_MLE_params, file = "../Generated_Data/Profiles/N_13_Model/Grid_Search_MIF_run_1/MLE_Grid_Search_MIF_run_1.csv",
          row.names = FALSE)

small_E_0_param = top_5_LL %>%
  filter(E_0 == min(E_0))

small_E_0_param_combo = small_E_0_param %>%
  dplyr::select(-param_index, -iter_num,
                -msg, -loglik, -nfail,
                -trace_num, -loglist.se)

small_p_S_param = top_2_LL_end_params %>%
  filter(p_S == min(p_S))

write.csv(small_p_S_param, file = "../Generated_Data/Profiles/N_13_Model/Grid_Search_MIF_run_1/small_p_S_top_2_LL_comb_with_loglik.csv",
          row.names = FALSE)

save(top_2_LL_end_params,file = paste0("../Generated_Data/Profiles/", model_name, "_Model/Grid_Search_MIF_run_1/top_2_LL_end_params.RData"))

          
small_p_S_param_combo = small_p_S_param %>%
  dplyr::select(-param_index, -iter_num,
                -msg, -loglik, -nfail,
                -trace_num, -loglist.se)

small_p_S_param
##   M_0 V_0 K_0      R_0       b_q b_a       b_p       p_S p_H_cond_S phi_E
## 1   5  13  14 11.19858 0.1709458   0 0.3876922 0.1939619  0.1660887  1.09
##   phi_U phi_S   h_V    gamma   N_0      E_0      z_0 C_0
## 1  1.09   0.2 0.125 7.283974 8e+06 42827.38 10036.17   0
##   social_distancing_start_time quarantine_start_time PCR_sens   sigma_M
## 1                           17                    22      0.9 0.2783384
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling  msg iter_num param_index    loglik nfail trace_num
## 1         0.162 mif1       10          32 -1.451009    NA        NA
##    loglist.se
## 1 0.008818454
# small_R_0_ML_params = small_R_0_MLE %>%
#   dplyr::select(-param_index, -iter_num,
#                 -msg, -loglik, -nfail,
#                 -trace_num, -loglist.se)
# small_R_0_ML_params

Simulate trajectories from MLE parameters for baseline model

We simulate 100 stochastic trajectories (both process and environmental noise) from the overall MLE for the baseline model. We calculate the mean and the 2.5\(\%\) and 97.5\(\%\) quantile for values of the trajectories.

##Simulation from ML
sim_data = simulate(nsim = 100,
                    seed = 12345,
                    times = Observed_data$times,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = ML_params,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    partrans = par_trans,
                    covar = covar,
                    format = "data.frame")
#head(sim_data)
sim_data_median_Y = aggregate(Y ~ time, sim_data, median)
sim_data_quant = aggregate(Y ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_quant$Y = as.data.frame(sim_data_quant$Y)
colnames(sim_data_quant$Y) = c("Q2.5", "Q97.5")

Compare simulated trajectories with that of real data

The plots below show the real observed dengue case trajectory versus the mean and 2.5\(\%\) and 97.5\(\%\) quantile from the stochastic simulation of the baseline model MLE.

comp_data = data.frame(time = sim_data_median_Y$time,
                       sim_data_median = sim_data_median_Y$Y,
                      sim_data_low_Q = sim_data_quant$Y$Q2.5,
                      sim_data_high_Q = sim_data_quant$Y$Q97.5,
                       true_data = Observed_data$Y)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("Observed Daily Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/MIF_Run_1/cases_over_time_simulation_from_ML_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(sim_data_low_Q),
                  ymax = log(sim_data_high_Q)), fill = "grey70") +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable), size = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab_with_fit_data + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("log(Observed Daily Cases)")
p

png(paste0("../Figures/Profiles/", model_name,
           "_Model/MIF_Run_1/log_cases_over_time_simulation_from_ML_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(sim_data_low_Q),
                  ymax = log(sim_data_high_Q)), fill = "grey70") +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable),
             size = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab_with_fit_data +rahul_man_figure_theme+
   xlab("Days since March 1, 2020")+
  ylab("log(Daily Reported Cases)")
p

S over N

sim_data$S_over_N = sim_data$S/sim_data$N

sim_data_S_over_N_median = aggregate(S_over_N ~ time, sim_data, median)
sim_data_S_over_N_quant = aggregate(S_over_N ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_S_over_N_quant$S_over_N = as.data.frame(sim_data_S_over_N_quant$S_over_N)
colnames(sim_data_S_over_N_quant$S_over_N) = c("Q2.5", "Q97.5")


comp_data = data.frame(time = sim_data_S_over_N_median$time,
                       sim_data_median = sim_data_S_over_N_median$S_over_N,
                      sim_data_low_Q = sim_data_S_over_N_quant$S_over_N$Q2.5,
                      sim_data_high_Q = sim_data_S_over_N_quant$S_over_N$Q97.5)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("S over N")
p

png("../Figures/Profiles/N_13_Model/MLE_S_over_N.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Specific trajectories (S/N MLE parameter combination)

select_trajectories  = filter(sim_data, .id %in% seq(from = 5, to = 10))
select_trajectories = dplyr::select(select_trajectories, time, .id, S, N)
select_trajectories = select_trajectories %>%
  mutate(S_over_N = S/N)
select_trajectories = select_trajectories %>%
  dplyr::select(-S, -N)
select_trajectories$type = "Sim"




library(RColorBrewer)
full_blue_pallete = brewer.pal(9, "Blues")
sim_traj_pallete = full_blue_pallete[9:4]
sim_traj_scale = scale_color_manual(name = "Legend", values = c( sim_traj_pallete), labels =  c("Sim_Traj_1", "Sim_Traj_2", "Sim_Traj_3", "Sim_Traj_4", "Sim_Traj_5", "Sim_Traj_6")) 
p = ggplot(data = select_trajectories,
           aes(x = time, y = S_over_N, color = .id)) + geom_point(size = 2) + geom_line(aes(group = .id)) + rahul_theme + rahul_man_figure_theme + theme_white_background +
  sim_traj_scale
p

png("../Figures/Profiles/N_13_Model/MIF_Run_1/Specific_traj_S_over_N_MLE.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

R over N (MLE parameter combination)

sim_data$R_over_N = (sim_data$R_A +sim_data$R_F + sim_data$R_H)/sim_data$N

sim_data_R_over_N_median = aggregate(R_over_N ~ time, sim_data, median)
sim_data_R_over_N_quant = aggregate(R_over_N ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_R_over_N_quant$R_over_N = as.data.frame(sim_data_R_over_N_quant$R_over_N)
colnames(sim_data_R_over_N_quant$R_over_N) = c("Q2.5", "Q97.5")


comp_data = data.frame(time = sim_data_R_over_N_median$time,
                       sim_data_median = sim_data_R_over_N_median$R_over_N,
                      sim_data_low_Q = sim_data_R_over_N_quant$R_over_N$Q2.5,
                      sim_data_high_Q = sim_data_R_over_N_quant$R_over_N$Q97.5)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("R over N")
p

png("../Figures/Profiles/N_13_Model/MLE_param_R_over_N.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Specific trajectories (R/N MLE combination)

select_trajectories  = filter(sim_data, .id %in% seq(from = 5, to = 10))
select_trajectories = dplyr::select(select_trajectories, time, .id, R_A,R_F, R_H, N)
select_trajectories = select_trajectories %>%
  mutate(R_over_N = (R_A + R_H + R_F)/N)
select_trajectories = select_trajectories %>%
  dplyr::select(-R_A, -R_H, -R_F, -N)
select_trajectories$type = "Sim"




library(RColorBrewer)
full_blue_pallete = brewer.pal(9, "Blues")
sim_traj_pallete = full_blue_pallete[9:4]
sim_traj_scale = scale_color_manual(name = "Legend", values = c( sim_traj_pallete), labels =  c("Sim_Traj_1", "Sim_Traj_2", "Sim_Traj_3", "Sim_Traj_4", "Sim_Traj_5", "Sim_Traj_6")) 
p = ggplot(data = select_trajectories,
           aes(x = time, y = R_over_N, color = .id)) + geom_point(size = 2) + geom_line(aes(group = .id)) + rahul_theme + rahul_man_figure_theme + theme_white_background +
  sim_traj_scale
p

png("../Figures/Profiles/N_13_Model/MIF_Run_1/Specific_traj_R_over_N_MLE_comb.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Compare R/N with anitbody data (MLE parameter combination)

p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("R over N") +
  geom_ribbon(data = nyc_antibdoy_df,aes(x = times, ymin = lower_CI,
                                ymax = upper_CI),
                                fill = 'grey70',
                                alpha = 0.7) +
  geom_point(data = nyc_antibdoy_df,
           aes(x = times, y = Prop_Positive), color = 'blue') +
  geom_line(data = nyc_antibdoy_df,
           aes(x = times, y = Prop_Positive), color = 'blue')
  
p

png("../Figures/Profiles/N_13_Model/MLE_param_R_over_N_vs_anitbody_test.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Simulate trajectories from small p_S param

We simulate 100 stochastic trajectories (both process and environmental noise) from the overall MLE for the baseline model. We calculate the mean and the 2.5\(\%\) and 97.5\(\%\) quantile for values of the trajectories.

##Simulation from ML
sim_data = simulate(nsim = 100,
                    seed = 12345,
                    times = Observed_data$times,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = small_p_S_param_combo,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    partrans = par_trans,
                    covar = covar,
                    format = "data.frame")
#head(sim_data)
sim_data_median_Y = aggregate(Y ~ time, sim_data, median)
sim_data_quant = aggregate(Y ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_quant$Y = as.data.frame(sim_data_quant$Y)
colnames(sim_data_quant$Y) = c("Q2.5", "Q97.5")

Compare simulated trajectories with that of real data

The plots below show the real observed dengue case trajectory versus the mean and 2.5\(\%\) and 97.5\(\%\) quantile from the stochastic simulation of the baseline model MLE.

comp_data = data.frame(time = sim_data_median_Y$time,
                       sim_data_median = sim_data_median_Y$Y,
                      sim_data_low_Q = sim_data_quant$Y$Q2.5,
                      sim_data_high_Q = sim_data_quant$Y$Q97.5,
                       true_data = Observed_data$Y)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("Observed Daily Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/MIF_Run_1/cases_over_time_simulation_from_small_p_S_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(sim_data_low_Q),
                  ymax = log(sim_data_high_Q)), fill = "grey70") +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable), size = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab_with_fit_data + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("log(Observed Daily Cases)")
p

png(paste0("../Figures/Profiles/", model_name,
           "_Model/MIF_Run_1/log_cases_over_time_simulation_from_small_p_S_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(sim_data_low_Q),
                  ymax = log(sim_data_high_Q)), fill = "grey70") +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable),
             size = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab_with_fit_data +rahul_man_figure_theme+
   xlab("Days since March 1, 2020")+
  ylab("log(Daily Reported Cases)")
p

S over N

sim_data$S_over_N = sim_data$S/sim_data$N

sim_data_S_over_N_median = aggregate(S_over_N ~ time, sim_data, median)
sim_data_S_over_N_quant = aggregate(S_over_N ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_S_over_N_quant$S_over_N = as.data.frame(sim_data_S_over_N_quant$S_over_N)
colnames(sim_data_S_over_N_quant$S_over_N) = c("Q2.5", "Q97.5")


comp_data = data.frame(time = sim_data_S_over_N_median$time,
                       sim_data_median = sim_data_S_over_N_median$S_over_N,
                      sim_data_low_Q = sim_data_S_over_N_quant$S_over_N$Q2.5,
                      sim_data_high_Q = sim_data_S_over_N_quant$S_over_N$Q97.5)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("S over N")
p

png("../Figures/Profiles/N_13_Model/Small_E_0_param_S_over_N.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Specific trajectories (S/N small p_s_param combination)

select_trajectories  = filter(sim_data, .id %in% seq(from = 5, to = 10))
select_trajectories = dplyr::select(select_trajectories, time, .id, S, N)
select_trajectories = select_trajectories %>%
  mutate(S_over_N = S/N)
select_trajectories = select_trajectories %>%
  dplyr::select(-S, -N)
select_trajectories$type = "Sim"




library(RColorBrewer)
full_blue_pallete = brewer.pal(9, "Blues")
sim_traj_pallete = full_blue_pallete[9:4]
sim_traj_scale = scale_color_manual(name = "Legend", values = c( sim_traj_pallete), labels =  c("Sim_Traj_1", "Sim_Traj_2", "Sim_Traj_3", "Sim_Traj_4", "Sim_Traj_5", "Sim_Traj_6")) 
p = ggplot(data = select_trajectories,
           aes(x = time, y = S_over_N, color = .id)) + geom_point(size = 2) + geom_line(aes(group = .id)) + rahul_theme + rahul_man_figure_theme + theme_white_background +
  sim_traj_scale
p

png("../Figures/Profiles/N_13_Model/MIF_Run_1/Specific_traj_S_over_N_small_p_S_comb.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

R over N (small \(p_S\) parameter combination)

sim_data$R_over_N = (sim_data$R_A +sim_data$R_F + sim_data$R_H)/sim_data$N

sim_data_R_over_N_median = aggregate(R_over_N ~ time, sim_data, median)
sim_data_R_over_N_quant = aggregate(R_over_N ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_R_over_N_quant$R_over_N = as.data.frame(sim_data_R_over_N_quant$R_over_N)
colnames(sim_data_R_over_N_quant$R_over_N) = c("Q2.5", "Q97.5")


comp_data = data.frame(time = sim_data_R_over_N_median$time,
                       sim_data_median = sim_data_R_over_N_median$R_over_N,
                      sim_data_low_Q = sim_data_R_over_N_quant$R_over_N$Q2.5,
                      sim_data_high_Q = sim_data_R_over_N_quant$R_over_N$Q97.5)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("R over N")
p

png("../Figures/Profiles/N_13_Model/Small_p_S_param_R_over_N.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Specific trajectories (R/N small p_s_parameter combination)

select_trajectories  = filter(sim_data, .id %in% seq(from = 5, to = 10))
select_trajectories = dplyr::select(select_trajectories, time, .id, R_A,R_F, R_H, N)
select_trajectories = select_trajectories %>%
  mutate(R_over_N = (R_A + R_H + R_F)/N)
select_trajectories = select_trajectories %>%
  dplyr::select(-R_A, -R_H, -R_F, -N)
select_trajectories$type = "Sim"




library(RColorBrewer)
full_blue_pallete = brewer.pal(9, "Blues")
sim_traj_pallete = full_blue_pallete[9:4]
sim_traj_scale = scale_color_manual(name = "Legend", values = c( sim_traj_pallete), labels =  c("Sim_Traj_1", "Sim_Traj_2", "Sim_Traj_3", "Sim_Traj_4", "Sim_Traj_5", "Sim_Traj_6")) 
p = ggplot(data = select_trajectories,
           aes(x = time, y = R_over_N, color = .id)) + geom_point(size = 2) + geom_line(aes(group = .id)) + rahul_theme + rahul_man_figure_theme + theme_white_background +
  sim_traj_scale
p

png("../Figures/Profiles/N_13_Model/MIF_Run_1/Specific_traj_R_over_N_small_p_S_comb.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Compare R/N with anitbody data (small \(p_S\) parameter combination)

p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("R over N") +
  geom_ribbon(data = nyc_antibdoy_df,aes(x = times, ymin = lower_CI,
                                ymax = upper_CI),
                                fill = 'grey70',
                                alpha = 0.7) +
  geom_point(data = nyc_antibdoy_df,
           aes(x = times, y = Prop_Positive), color = 'blue') +
  geom_line(data = nyc_antibdoy_df,
           aes(x = times, y = Prop_Positive), color = 'blue')
  
p

png("../Figures/Profiles/N_13_Model/Small_p_S_param_R_over_N_vs_anitbody_test.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Top 2LL Simluation (TBD)

Combine output subsets

head(top_2_LL_end_params)
##   M_0 V_0 K_0      R_0       b_q b_a       b_p       p_S p_H_cond_S phi_E
## 1   5  13  14 3.679313 0.1538462   0 0.8966200 0.6523143  0.1393404  1.09
## 2   5  13  14 4.767478 0.1719367   0 0.9268635 0.3972039  0.1539509  1.09
## 3   5  13  14 4.049382 0.1527859   0 0.9093617 0.5781783  0.1972815  1.09
## 4   5  13  14 4.722008 0.1810861   0 0.9328863 0.3896601  0.1678272  1.09
## 5   5  13  14 4.750832 0.1815062   0 0.9856728 0.3671275  0.1703180  1.09
## 6   5  13  14 5.903585 0.1541930   0 0.6198971 0.3949763  0.1860173  1.09
##   phi_U phi_S   h_V     gamma   N_0      E_0      z_0 C_0
## 1  1.09   0.2 0.125  3.988752 8e+06 13360.01 3789.752   0
## 2  1.09   0.2 0.125  9.407815 8e+06 21883.00 5463.510   0
## 3  1.09   0.2 0.125  6.958816 8e+06 16163.19 2458.504   0
## 4  1.09   0.2 0.125  4.543150 8e+06 25240.80 4456.620   0
## 5  1.09   0.2 0.125  6.454186 8e+06 26676.52 4644.337   0
## 6  1.09   0.2 0.125 10.682231 8e+06 22076.33 4358.848   0
##   social_distancing_start_time quarantine_start_time PCR_sens   sigma_M
## 1                           17                    22      0.9 0.2765503
## 2                           17                    22      0.9 0.2766902
## 3                           17                    22      0.9 0.2795231
## 4                           17                    22      0.9 0.2750306
## 5                           17                    22      0.9 0.2774766
## 6                           17                    22      0.9 0.2779397
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 2 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 3 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 4 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 5 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 6 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling  msg iter_num param_index     loglik nfail trace_num
## 1         0.162 mif1        8           1 -1.8958477    NA        NA
## 2         0.162 mif1       13           1 -1.2523767    NA        NA
## 3         0.162 mif1       14           1 -1.5132042    NA        NA
## 4         0.162 mif1       25           1 -0.8201274    NA        NA
## 5         0.162 mif1       29           1 -0.8559713    NA        NA
## 6         0.162 mif1       34           1 -1.2015147    NA        NA
##    loglist.se
## 1 0.010615318
## 2 0.009420348
## 3 0.009007315
## 4 0.008978681
## 5 0.007001139
## 6 0.005693372
top_2_LL_end_with_antibody_LL =
    data.frame(matrix(nrow = 0,
                      ncol = ncol(top_2_LL_end_params) + 3))
  colnames(top_2_LL_end_with_antibody_LL) = 
    c(colnames(top_2_LL_end_params), "Antibody_Mean_LL", "Antibody_LL_SE","Median_Herd_Immunity")
  
  top_2_LL_all_combo_data = data.frame(matrix(nrow = 0, ncol = 5))
  colnames(top_2_LL_all_combo_data) = c("time", "sim_data_median ",  "sim_data_low_Q",
                               "sim_data_high_Q","combo_num")
  top_2_LL_all_combo_S_data = data.frame(matrix(nrow = 0, ncol = 5))
  colnames(top_2_LL_all_combo_S_data) = c("time", "sim_data_S_over_N_median ",  "sim_data_S_over_N_low_Q",
                                 "sim_data_S_over_N_high_Q","combo_num")
  top_2_LL_all_combo_C_Q1_data = data.frame(matrix(nrow = 0, ncol = 5))
  colnames(top_2_LL_all_combo_C_Q1_data) = c("time", "sim_data_C_Q1_median ",  "sim_data_C_Q1_low_Q",
                                    "sim_data_C_Q1_high_Q","combo_num")
  
  top_2_LL_all_combo_R_data = data.frame(matrix(nrow = 0, ncol = 5))
  colnames(top_2_LL_all_combo_R_data) = c("time", "sim_data_R_over_N_median ",  "sim_data_R_over_N_low_Q",
                                 "sim_data_R_over_N_high_Q","combo_num")
  
  
  
midway_max_jobs = 500
group_size = nrow(top_2_LL_end_params) / midway_max_jobs


for(param_index in seq(1:midway_max_jobs)){
  if(param_index %% 50 == 0){
      print(param_index)
  }
  
     load(file = paste0("../Generated_Data/Profiles/",
       model_name, "_Model/Antibody_LL_Param_Subsets/",
                   model_name, "_Model_top_2_LL_all_params_top_2_LL_subset_",
                   param_index, ".RData"))
     top_2_LL_end_with_antibody_LL = rbind(top_2_LL_end_with_antibody_LL,
        top_2_LL_end_subset_with_antibody_LL)
     
     load(
       file = paste0(
         "../Generated_Data/Profiles/",
         model_name, "_Model/C_Q1_Subsets/",model_name,
         "_Model_top_2_LL_all_params_top_2_LL_subset_",
         param_index, ".RData"))
     top_2_LL_all_combo_C_Q1_data = rbind(top_2_LL_all_combo_C_Q1_data,
                                          all_combo_C_Q1_data)
     
     load(file = paste0(
       "../Generated_Data/Profiles/",
       model_name, "_Model/R_over_N_Subsets/",
       model_name, "_Model_top_2_LL_all_params_sim_R_over_N_data_subset_",
       param_index, ".RData"
     ))
     top_2_LL_all_combo_R_data = rbind(top_2_LL_all_combo_R_data,
                                       all_combo_R_data)
     
     load(file = paste0(
       "../Generated_Data/Profiles/",
       model_name, "_Model/S_over_N_Subsets/",
       model_name, "_Model_top_2_LL_all_params_sim_S_over_N_data_subset_",
       param_index, ".RData"
       ))
     top_2_LL_all_combo_S_data = rbind(top_2_LL_all_combo_S_data,
                                       all_combo_S_data)
     
     load(file = paste0(
       "../Generated_Data/Profiles/",
       model_name, "_Model/combo_data_Subsets/",model_name,
       "_Model_top_2_LL_all_params_sim_cases_data_subset_",
       param_index, ".RData"))
     top_2_LL_all_combo_data = rbind(top_2_LL_all_combo_data,
                                     all_combo_data)
     
     
     
     
     
  
  
}
## [1] 50
## [1] 100
## [1] 150
## [1] 200
## [1] 250
## [1] 300
## [1] 350
## [1] 400
## [1] 450
## [1] 500
save(top_2_LL_all_combo_data,file = paste0("../Generated_Data/Profiles/",
       model_name, "_Model/top_2_LL_data/",model_name,
       "_Model_top_2_LL_all_params_sim_cases_data.RData"))

save(top_2_LL_all_combo_S_data,file = paste0("../Generated_Data/Profiles/",
       model_name, "_Model/top_2_LL_data/",model_name,
       "_Model_top_2_LL_all_params_sim_S_over_N_data.RData"))

save(top_2_LL_all_combo_R_data,file = paste0("../Generated_Data/Profiles/",
       model_name, "_Model/top_2_LL_data/",model_name,
       "_Model_top_2_LL_all_params_sim_R_over_N_data.RData"))

save(top_2_LL_all_combo_C_Q1_data,file = paste0("../Generated_Data/Profiles/",
       model_name, "_Model/top_2_LL_data/",model_name,
       "_Model_top_2_LL_all_params_sim_C_Q_1_data.RData"))

save(top_2_LL_end_with_antibody_LL,file = paste0("../Generated_Data/Profiles/",
       model_name, "_Model/top_2_LL_data/",model_name,
       "_Model_top_2_LL_all_params_with_antibody_LL.RData"))

Calculate R_0 NGM for top_2_LL

\[\begin{equation} R_{0_{NGM}} = \frac{\beta_P}{\phi_U} + \frac{\beta_A (1-p_S)}{\phi_S} + \frac{\beta p_S}{\phi_S} + \frac{\beta (1-p_{\text{H_cond_S}}) p_S}{\gamma} \end{equation}\]

In terms of model parameters: \[\begin{equation} R_{0_{NGM}} = \frac{\beta*b_p}{\phi_U} + \frac{\beta*b_a (1-p_S)}{\phi_S} + \frac{\beta p_S}{\phi_S} + \frac{\beta (1-p_{\text{H_cond_S}}) p_S}{\gamma} \end{equation}\]

head(top_2_LL_end_with_antibody_LL)
##   M_0 V_0 K_0      R_0       b_q b_a       b_p       p_S p_H_cond_S phi_E
## 1   5  13  14 3.679313 0.1538462   0 0.8966200 0.6523143  0.1393404  1.09
## 2   5  13  14 4.767478 0.1719367   0 0.9268635 0.3972039  0.1539509  1.09
## 3   5  13  14 4.049382 0.1527859   0 0.9093617 0.5781783  0.1972815  1.09
## 4   5  13  14 4.722008 0.1810861   0 0.9328863 0.3896601  0.1678272  1.09
## 5   5  13  14 4.750832 0.1815062   0 0.9856728 0.3671275  0.1703180  1.09
## 6   5  13  14 5.903585 0.1541930   0 0.6198971 0.3949763  0.1860173  1.09
##   phi_U phi_S   h_V     gamma   N_0      E_0      z_0 C_0
## 1  1.09   0.2 0.125  3.988752 8e+06 13360.01 3789.752   0
## 2  1.09   0.2 0.125  9.407815 8e+06 21883.00 5463.510   0
## 3  1.09   0.2 0.125  6.958816 8e+06 16163.19 2458.504   0
## 4  1.09   0.2 0.125  4.543150 8e+06 25240.80 4456.620   0
## 5  1.09   0.2 0.125  6.454186 8e+06 26676.52 4644.337   0
## 6  1.09   0.2 0.125 10.682231 8e+06 22076.33 4358.848   0
##   social_distancing_start_time quarantine_start_time PCR_sens   sigma_M
## 1                           17                    22      0.9 0.2765503
## 2                           17                    22      0.9 0.2766902
## 3                           17                    22      0.9 0.2795231
## 4                           17                    22      0.9 0.2750306
## 5                           17                    22      0.9 0.2774766
## 6                           17                    22      0.9 0.2779397
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 2 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 3 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 4 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 5 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 6 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling  msg iter_num param_index     loglik nfail trace_num
## 1         0.162 mif1        8           1 -1.8958477    NA        NA
## 2         0.162 mif1       13           1 -1.2523767    NA        NA
## 3         0.162 mif1       14           1 -1.5132042    NA        NA
## 4         0.162 mif1       25           1 -0.8201274    NA        NA
## 5         0.162 mif1       29           1 -0.8559713    NA        NA
## 6         0.162 mif1       34           1 -1.2015147    NA        NA
##    loglist.se Antibody_Mean_LL Antibody_LL_SE Median_Herd_Immunity
## 1 0.010615318       -124.46990     0.06843338           0.04687844
## 2 0.009420348        -76.36694     0.05547122           0.07647025
## 3 0.009007315       -112.34574     0.06847207           0.05407737
## 4 0.008978681        -74.39402     0.04413278           0.07804619
## 5 0.007001139        -67.57375     0.04783281           0.08460019
## 6 0.005693372        -76.68710     0.05053625           0.07648488
##   combo_num sim_subset_index
## 1         1                1
## 2         2                1
## 3         3                1
## 4         4                1
## 5         5                1
## 6         6                1
top_2_LL_end_with_antibody_LL$duration_of_symp_1 = 1/top_2_LL_end_with_antibody_LL$phi_S
top_2_LL_end_with_antibody_LL$duration_of_symp_2 = 1/top_2_LL_end_with_antibody_LL$gamma
top_2_LL_end_with_antibody_LL =  top_2_LL_end_with_antibody_LL %>%
  mutate(duration_of_symp = duration_of_symp_1 + duration_of_symp_2)
top_2_LL_end_with_antibody_LL$gamma_total = 1/top_2_LL_end_with_antibody_LL$duration_of_symp
top_2_LL_end_with_antibody_LL = top_2_LL_end_with_antibody_LL %>%
  mutate(Beta = R_0*gamma_total)

top_2_LL_end_with_antibody_LL = top_2_LL_end_with_antibody_LL%>%
  mutate(R_0_P = (Beta*b_p)/phi_U,
         R_0_A = (Beta*b_a *(1-p_S))/phi_S,
         R_0_S_1 = (Beta*p_S)/phi_S,
         R_0_S_2 = (Beta*(1-p_H_cond_S)*p_S)/gamma)
top_2_LL_end_with_antibody_LL = top_2_LL_end_with_antibody_LL %>%
  mutate(R_0_NGM = R_0_P + R_0_A + R_0_S_1 + R_0_S_2)
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0_NGM)) + 
  geom_density() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/", model_name,
                  "_density_plot_of_R_0_NGM_for_all_parameter_combinations_within_2LL_of_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0_NGM)) + 
  geom_histogram() +
  rahul_man_figure_theme
p
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

png(file = paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/", model_name,
                  "_histogram_of_R_0_NGM_for_all_parameter_combinations_within_2LL_of_MLE_fit_to_cases.png"))
print(p)
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0_A,
               y = R_0_S_1 + R_0_S_2)) + 
  geom_point() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/", model_name,
                  "_R_0_A_vs_R_0_S_for_all_parameter_combinations_within_2LL_of_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = b_p)) + 
  geom_point() +
  scale_color_viridis_c() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/", model_name,
                  "_R_0_vs_R_0_NGM_for_all_parameter_combinations_within_2LL_of_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0,
               y = R_0_S_1 + R_0_S_2)) + 
  geom_point() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/", model_name,
                  "_R_0_vs_R_0_S_for_all_parameter_combinations_within_2LL_of_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0_NGM,
               y = Antibody_Mean_LL)) + 
  geom_point() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/", model_name,
                  "_R_0_NGM_vs_Likelihood_with_respect_to_antibody_for_all_parameter_combinations_within_2LL_of_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
head(top_2_LL_end_with_antibody_LL)
##   M_0 V_0 K_0      R_0       b_q b_a       b_p       p_S p_H_cond_S phi_E
## 1   5  13  14 3.679313 0.1538462   0 0.8966200 0.6523143  0.1393404  1.09
## 2   5  13  14 4.767478 0.1719367   0 0.9268635 0.3972039  0.1539509  1.09
## 3   5  13  14 4.049382 0.1527859   0 0.9093617 0.5781783  0.1972815  1.09
## 4   5  13  14 4.722008 0.1810861   0 0.9328863 0.3896601  0.1678272  1.09
## 5   5  13  14 4.750832 0.1815062   0 0.9856728 0.3671275  0.1703180  1.09
## 6   5  13  14 5.903585 0.1541930   0 0.6198971 0.3949763  0.1860173  1.09
##   phi_U phi_S   h_V     gamma   N_0      E_0      z_0 C_0
## 1  1.09   0.2 0.125  3.988752 8e+06 13360.01 3789.752   0
## 2  1.09   0.2 0.125  9.407815 8e+06 21883.00 5463.510   0
## 3  1.09   0.2 0.125  6.958816 8e+06 16163.19 2458.504   0
## 4  1.09   0.2 0.125  4.543150 8e+06 25240.80 4456.620   0
## 5  1.09   0.2 0.125  6.454186 8e+06 26676.52 4644.337   0
## 6  1.09   0.2 0.125 10.682231 8e+06 22076.33 4358.848   0
##   social_distancing_start_time quarantine_start_time PCR_sens   sigma_M
## 1                           17                    22      0.9 0.2765503
## 2                           17                    22      0.9 0.2766902
## 3                           17                    22      0.9 0.2795231
## 4                           17                    22      0.9 0.2750306
## 5                           17                    22      0.9 0.2774766
## 6                           17                    22      0.9 0.2779397
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 2 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 3 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 4 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 5 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 6 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling  msg iter_num param_index     loglik nfail trace_num
## 1         0.162 mif1        8           1 -1.8958477    NA        NA
## 2         0.162 mif1       13           1 -1.2523767    NA        NA
## 3         0.162 mif1       14           1 -1.5132042    NA        NA
## 4         0.162 mif1       25           1 -0.8201274    NA        NA
## 5         0.162 mif1       29           1 -0.8559713    NA        NA
## 6         0.162 mif1       34           1 -1.2015147    NA        NA
##    loglist.se Antibody_Mean_LL Antibody_LL_SE Median_Herd_Immunity
## 1 0.010615318       -124.46990     0.06843338           0.04687844
## 2 0.009420348        -76.36694     0.05547122           0.07647025
## 3 0.009007315       -112.34574     0.06847207           0.05407737
## 4 0.008978681        -74.39402     0.04413278           0.07804619
## 5 0.007001139        -67.57375     0.04783281           0.08460019
## 6 0.005693372        -76.68710     0.05053625           0.07648488
##   combo_num sim_subset_index duration_of_symp_1 duration_of_symp_2
## 1         1                1                  5         0.25070495
## 2         2                1                  5         0.10629461
## 3         3                1                  5         0.14370260
## 4         4                1                  5         0.22011161
## 5         5                1                  5         0.15493822
## 6         6                1                  5         0.09361341
##   duration_of_symp gamma_total      Beta     R_0_P R_0_A  R_0_S_1
## 1         5.250705   0.1904506 0.7007273 0.5764093     0 2.285472
## 2         5.106295   0.1958367 0.9336473 0.7939116     0 1.854242
## 3         5.143703   0.1944125 0.7872505 0.6567848     0 2.275856
## 4         5.220112   0.1915668 0.9045799 0.7741928     0 1.762393
## 5         5.154938   0.1939887 0.9216079 0.8333980     0 1.691738
## 6         5.093613   0.1963243 1.1590171 0.6591480     0 2.288921
##      R_0_S_2  R_0_NGM
## 1 0.09862802 2.960510
## 2 0.03335057 2.681504
## 3 0.05250523 2.985146
## 4 0.06456383 2.601150
## 5 0.04349440 2.568630
## 6 0.03488302 2.982952
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = p_S,
               y = Antibody_Mean_LL)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "p_S_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = p_S,
               y = Median_Herd_Immunity)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "p_S_vs_herd_immunity_", model_name,
           "_model_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0,
               y = Antibody_Mean_LL)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "R_0_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0,
               y = Median_Herd_Immunity)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "p_S_vs_herd_immunity_", model_name,
           "_model_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = b_p,
               y = Antibody_Mean_LL)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "b_p_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = b_p,
               y = Median_Herd_Immunity)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "b_p_vs_herd_immunity_", model_name,
           "_model_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = Median_Herd_Immunity,
               y = Antibody_Mean_LL)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "herd_immunity_vs_Antibody_Mean_LL_", model_name,
           "_model_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Isloate top 2LL of antibodyLL from top 2 LL of Model N_13 Initial Fit

antibody_top_2_LL_from_grid_cases_top_2_LL = top_2_LL_end_with_antibody_LL %>%
  filter(Antibody_Mean_LL > max(Antibody_Mean_LL)-2)
nrow(antibody_top_2_LL_from_grid_cases_top_2_LL)
## [1] 5
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = Median_Herd_Immunity,
               y = Antibody_Mean_LL)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "herd_immunity_vs_Antibody_Mean_LL_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = p_S,
               y = Antibody_Mean_LL)) +
  rahul_man_figure_theme + geom_point()
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "p_S_vs_antibody_LL_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = p_S,
               y = R_0)) +
  rahul_man_figure_theme + geom_point()
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "p_S_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = b_p,
               y = R_0)) +
  rahul_man_figure_theme + geom_point()
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_p_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = R_0_NGM)) +
  geom_histogram() +
  rahul_man_figure_theme
p
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "R_0_NGM_histogram_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = R_0_A,
               y = R_0_S_1 + R_0_S_2)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "R_0_A_vs_R_0_S_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = b_p)) +
  geom_point() +
  scale_color_viridis_c() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "R_0_vs_R_0_NGM_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = R_0,
               y = R_0_S_1+ R_0_S_2)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "R_0_vs_R_0_S_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

R over N for top parameter combinations within 2LL when fit to antibody and case data

params_with_data = join(top_2_LL_all_combo_R_data,
                        top_2_LL_end_with_antibody_LL)
## Joining by: combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        top_2_LL_all_combo_S_data)
## Joining by: time, combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        top_2_LL_all_combo_C_Q1_data)
## Joining by: time, combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        top_2_LL_all_combo_data)
## Joining by: time, combo_num, sim_subset_index
antibody_top_2_LL_params_and_sim_data = params_with_data %>%
  filter(Antibody_Mean_LL > max(Antibody_Mean_LL)-2)


#head(params_with_data)
all_combo_data_high_Q_max = aggregate(sim_data_R_over_N_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_R_over_N_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_R_over_N_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_R_over_N_low_Q)
all_combo_data_median_max = aggregate(sim_data_R_over_N_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_R_over_N_median)

all_combo_data_median_min = aggregate(sim_data_R_over_N_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_R_over_N_median)
ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))

ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_R_over_N_median,
                          ML_high_Q = sim_data_R_over_N_high_Q,
                          ML_low_Q = sim_data_R_over_N_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))
ML_Q_Rib_Col_lab = "95% Simulation Quantiles \n (MLE for antibody data)"
All_combo_Med_Rib_Col_lab = "Simulation Median \n  (all 2 LL combinations (for antibody data))"
All_combo_Q_Rib_Col_lab = "95% Simulation Quantiles \n (all 2 LL combinations (for antibody data))"
comp_data_melt$ML_Q_Rib_Col = ML_Q_Rib_Col_lab
comp_data_melt$All_combo_Med_Rib_Col = All_combo_Med_Rib_Col_lab
comp_data_melt$All_combo_Q_Rib_Col = All_combo_Q_Rib_Col_lab

fill_vec = c("pink", "skyblue", "grey70")
names(fill_vec) = c(All_combo_Med_Rib_Col_lab, ML_Q_Rib_Col_lab, All_combo_Q_Rib_Col_lab)

p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
    geom_ribbon(data = comp_data_melt,
                aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red"),
                                     labels =
                                       c("Simulation Median \n (MLE)"))  +
   xlab("Days since March 1 2020")+
  ylab(expression(paste(frac(R,N)))) +
  geom_ribbon(data = nyc_antibdoy_df,aes(x = times, ymin = lower_CI,
                                ymax = upper_CI),
                                fill = 'blue',
                                alpha = 0.5) +
  geom_point(data = nyc_antibdoy_df,
           aes(x = times, y = Prop_Positive), color = 'blue') +
  geom_line(data = nyc_antibdoy_df,
           aes(x = times, y = Prop_Positive), color = 'blue')
  
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/Observed_Antibody_data_vs_Ribbon_Plot_R_over_N_over_time_simulation_from_all_params_2_LL_antibody_from_antibody_MLE_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

C_Q1

all_combo_data_high_Q_max = aggregate(sim_data_C_Q1_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_C_Q1_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_C_Q1_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_C_Q1_low_Q)
all_combo_data_median_max = aggregate(sim_data_C_Q1_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_C_Q1_median)

all_combo_data_median_min = aggregate(sim_data_C_Q1_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_C_Q1_median)


ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))
ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_C_Q1_median,
                          ML_high_Q = sim_data_C_Q1_high_Q,
                          ML_low_Q = sim_data_C_Q1_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))
ML_Q_Rib_Col_lab = "95% Simulation Quantiles \n (MLE)"
All_combo_Med_Rib_Col_lab = "Simulation Median \n  (all 2 LL combinations)"
All_combo_Q_Rib_Col_lab = "95% Simulation Quantiles \n (all 2 LL combinations)"
comp_data_melt$ML_Q_Rib_Col = ML_Q_Rib_Col_lab
comp_data_melt$All_combo_Med_Rib_Col = All_combo_Med_Rib_Col_lab
comp_data_melt$All_combo_Q_Rib_Col = All_combo_Q_Rib_Col_lab

fill_vec = c("pink", "skyblue", "grey70")
names(fill_vec) = c(All_combo_Med_Rib_Col_lab, ML_Q_Rib_Col_lab, All_combo_Q_Rib_Col_lab)


hosp_comp_df = read.csv("../Generated_Data/hosp_comp_df.csv")

obs_hosp_df = hosp_comp_df %>%
  filter(variable == "HOSPITALIZED_COUNT") %>%
  dplyr::select(-Date, -Day_of_Week, time = times) 


p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
    geom_ribbon(data = comp_data_melt,
                aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +
    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red"),
                                     labels =
                                       c("Simulation Median \n (MLE)"))  +
   xlab("Days since March 1 2020")+
  ylab(expression(paste(C_Q1))) +
  geom_point(data = obs_hosp_df, aes(x = time, y = value), color = 'blue') +
  geom_line(data = obs_hosp_df, aes(x = time, y = value), color = 'blue') 
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/Obs_COVID_hosp_cases_vs_Ribbon_Plot_C_Q1_over_time_simulation_from_all_params_2_LL_antibody_from_antibody_MLE_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Compare to observed data

#all_combo_melt_data = melt(all_combo_data, id.vars = c("time", "combo_num"))

all_combo_data_high_Q_max = aggregate(sim_data_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_low_Q)
all_combo_data_median_max = aggregate(sim_data_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_median)

all_combo_data_median_min = aggregate(sim_data_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_median)


ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))

ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_median,
                          ML_high_Q = sim_data_high_Q,
                          ML_low_Q = sim_data_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
## Joining by: time

true_data = dplyr::select(Observed_data, time = times,
                          Observed_Data = Y)
comp_data = join(comp_data, true_data)
## Joining by: time
## Joining by: time



comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))





comp_data_melt$ML_Q_Rib_Col = "95% Simulation Quantiles \n (MLE)"
comp_data_melt$All_combo_Med_Rib_Col = "Simulation Median \n  (all 2 LL combinations)"
comp_data_melt$All_combo_Q_Rib_Col = "95% Simulation Quantiles \n (all 2 LL combinations)"

fill_vec = c("Simulation Median \n  (all 2 LL combinations)" = "pink", "95% Simulation Quantiles \n (MLE)" = "skyblue", "95% Simulation Quantiles \n (all 2 LL combinations)" = "grey70")

p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red","blue"),
                                     labels =
                                       c("Simulation Median \n (MLE)",
                                         "Observed",
                                         "Data Used For Fitting"))  +
   xlab("Days since March 1 2020")+
  ylab("Observed Monthly Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_all_params_2_LL_antibody_from_antibody_MLE_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(all_combo_low_Q_min),
                  ymax = log(all_combo_high_Q_max), fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = log(ML_low_Q),
                  ymax = log(ML_high_Q), fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = log(all_combo_median_min),
                  ymax = log(all_combo_median_max), fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red","blue"),
                                     labels =
                                       c("Simulation Median \n (MLE)",
                                         "Observed",
                                         "Data Used For Fitting"))  +
   xlab("Days since March 1 2020")+
  ylab("Observed Monthly Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/log_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_all_params_2_LL_antibody_from_antibody_MLE_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Get param grid box for profiles

#head(top_20_LL_end_params)


top_20_LL_box = top_20_LL_end_params %>%
  filter(loglist.se < 2) %>%
  sapply(range)
write.csv(top_20_LL_box, file = "../Generated_Data/Profile_Combination_Lists/N_13_Model/orignal_20_LL_param_box_from_1st_MIF_run.csv",
          row.names = FALSE)

Combine output from profiles

  # ---- combine_profile_output ----


# Header ------------------------------------------------------------------
## Name: combine_profile_output.R
## Author: Rahul Subramanian
## Description: Combine MIF real profile output data into one big data frame

  combine_profile_output = function(profile_var, model_name){


ptm = proc.time()


#profile_var = "I_S_0"
#args = commandArgs(trailingOnly=TRUE)

#profile_var = as.character(args[1])
print(profile_var)

###Load parameter list
pd = read.csv(file = paste0("../Generated_Data/Profile_Combination_Lists/",
                            model_name,"_Model/",profile_var,"_",
                            model_name,
                            "_profile_combination_list.csv"),
              header = TRUE)
#head(pd)


mif_sim_combined_output_df = data.frame(
  matrix(nrow = 0, ncol = ncol(pd) + 7)
)
colnames(mif_sim_combined_output_df) = c(colnames(pd), "LL")

colnames(mif_sim_combined_output_df) = c(colnames(pd),"msg", "iter_num", "param_index", "loglik", "nfail", "trace_num",  "loglist.se")
midway_max_jobs = 500


for(param_index in seq(1:midway_max_jobs)){
        #print(param_index)

  input_file_name = paste0("../Generated_Data/Profiles/", model_name,
                           "_Model/",profile_var,"_Profile/Subset_Outputs/",profile_var,
                           "_", model_name,
                           "_Profile_subset_",param_index,".RData")
  if(file.exists(input_file_name) == TRUE){
    load(file = input_file_name)
    mif_output_df_single_subset = res
  }else{
    group_size = nrow(pd)/midway_max_jobs
    start_index = (param_index-1)*group_size + 1
    end_index = param_index*group_size
    Num_mif_runs_per_start = 1
    param_data_subset_act = pd[start_index:end_index,]
    param_data_subset = param_data_subset_act[rep(seq_len(nrow(param_data_subset_act)), each = Num_mif_runs_per_start),]
    #param_data_subset$seed = NA;

    param_data_subset$msg = NA
    param_data_subset$iter_num = NA
    param_data_subset$param_index = NA
    param_data_subset$nfail = NA
    param_data_subset$trace_num = NA
    param_data_subset$loglik = NA
    param_data_subset$loglist.se = NA
    mif_output_df_single_subset = param_data_subset

  }

  #head(mif_output_df_single_subset)
  mif_sim_combined_output_df = rbind(mif_sim_combined_output_df, mif_output_df_single_subset)
}

output_file_name = paste0("../Generated_Data/Profiles/", model_name,"_Model/", profile_var, "_Profile/",
                          profile_var, "_", model_name, "_profile_combined_data_including_traces_and_start.RData")

save(mif_sim_combined_output_df, file = output_file_name)

profile_data_no_traces_or_start = filter(mif_sim_combined_output_df,
                                         msg == "mif1")

output_file_name = paste0("../Generated_Data/Profiles/", model_name,"_Model/", profile_var, "_Profile/",
                          profile_var, "_", model_name, "_profile_combined_data.csv")
write.csv(profile_data_no_traces_or_start, file = output_file_name, row.names=FALSE,na="")
}

combine_profile_output(profile_var = "G_w_y_scaling", model_name = model_name)
## [1] "G_w_y_scaling"
# combine_profile_output(profile_var = "z_0", model_name = model_name)
# combine_profile_output(profile_var = "E_0", model_name = model_name)
# combine_profile_output(profile_var = "R_0", model_name = model_name)
combine_profile_output(profile_var = "b_p", model_name = model_name)
## [1] "b_p"
# combine_profile_output(profile_var = "b_e", model_name = model_name)
# combine_profile_output(profile_var = "b_q", model_name = model_name)
# combine_profile_output(profile_var = "p_S", model_name = model_name)
# combine_profile_output(profile_var = "p_H_cond_S", model_name = model_name)
# combine_profile_output(profile_var = "gamma", model_name = model_name)
# combine_profile_output(profile_var = "sigma_M", model_name = model_name)

Plotting function

plot_profiles = function(profile_var, model_name){

#Load results
profile_data = read.csv(file = paste0("../Generated_Data/Profiles/", model_name, "_Model/", profile_var, "_Profile/",
                          profile_var, "_", model_name, "_profile_combined_data.csv"))
#head(profile_data)

na_data = filter(profile_data, is.na(loglik) == TRUE)
print(paste("There are ", nrow(na_data), " entries with NA likelihoods"))

profile_data_clean = filter(profile_data, is.na(loglik) == FALSE)


ML = max(profile_data_clean$loglik)
cutoff_thres_20_LL_from_ML = ML - 20



p = ggplot(data = profile_data_clean, aes_string(x = eval(profile_var), y = "loglik")) + geom_point() + geom_hline(yintercept = cutoff_thres_20_LL_from_ML,
                                                                                                               color = 'red')+
  rahul_theme
print(p)
png(paste0("../Figures/Profiles/", model_name, "_Model/", profile_var, "_Profile/all_clean_data_points_",
           profile_var,"_", model_name, "_profile.png"))
print(p)
dev.off()

cutoff_thres_2_LL_from_ML = ML - 2




### Take trace of profile (max at each value of profile variable)
profile_var_profile = aggregate(formula(paste0("loglik ~ ",eval(profile_var))), profile_data_clean, max)
#head(profile_var_profile)
p = ggplot(data = profile_var_profile, aes_string(x = eval(profile_var), y = "loglik")) +
  geom_point() + geom_hline(yintercept = cutoff_thres_20_LL_from_ML, color = 'red') + rahul_theme
print(p)
png(paste0("../Figures/Profiles/", model_name, "_Model/", profile_var, "_Profile/full_",
           profile_var, "_", model_name, "_profile.png"))
print(p)
dev.off()


top_20_LL_units = filter(profile_var_profile, loglik > cutoff_thres_20_LL_from_ML)

p = ggplot(data = top_20_LL_units, aes_string(x = eval(profile_var), y = "loglik")) +
  geom_point() + geom_hline(yintercept = cutoff_thres_2_LL_from_ML,color = 'blue') +
  rahul_theme
print(p)

png(paste0("../Figures/Profiles/", model_name, "_Model/", profile_var, "_Profile/20_LL_from_ML_",
           profile_var, "_", model_name, "_profile.png"))
print(p)
dev.off()
}

\(G_w_y_scaling\) Profile

plot_profiles(profile_var = "G_w_y_scaling", model_name = model_name)
## [1] "There are  0  entries with NA likelihoods"

## quartz_off_screen 
##                 2

Plot b_p profile

plot_profiles(profile_var = "b_p", model_name = model_name)
## [1] "There are  0  entries with NA likelihoods"

## quartz_off_screen 
##                 2
profile_var = "G_w_y_scaling"
profile_data= read.csv(file = paste0("../Generated_Data/Profiles/", model_name, "_Model/", profile_var, "_Profile/",
                          profile_var, "_", model_name, "_profile_combined_data.csv"))
profile_peak_data_G_w_y_scaling = profile_data %>%
  filter(loglik > max(loglik)-2)
range(profile_peak_data_G_w_y_scaling$R_0)
## [1] 3.732400 6.379071
save(profile_peak_data_G_w_y_scaling, file = paste0("../Generated_Data/Profiles/",
     model_name,
     "_Model/G_w_y_scaling_Profile/top_2_LL_of_G_w_y_scaling_profile.RData"))
profile_peak_data_5LL = profile_data %>%
  filter(loglik > max(loglik)-5)
range(profile_peak_data_G_w_y_scaling$R_0)
## [1] 3.732400 6.379071
source("Sim_G_w_y_scaling_profile_peak_Model_N_13.R")
## [1] 1
## [1] 2
## [1] 3
## [1] 4
## [1] 5
## [1] 6
## [1] 7
## [1] 8
## [1] 9
## [1] 10

R over N for top parameter combinations within 2LL when fit to antibody and case data (G_w_y_scaling Profile)

params_with_data = join(all_combo_R_data,
                        top_2_LL_end_subset_with_antibody_LL)
## Joining by: combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        all_combo_S_data)
## Joining by: time, combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        all_combo_C_Q1_data)
## Joining by: time, combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        all_combo_data)
## Joining by: time, combo_num, sim_subset_index
antibody_top_2_LL_params_and_sim_data = params_with_data %>%
  filter(Antibody_Mean_LL > max(Antibody_Mean_LL)-2)


#head(params_with_data)
all_combo_data_high_Q_max = aggregate(sim_data_R_over_N_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_R_over_N_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_R_over_N_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_R_over_N_low_Q)
all_combo_data_median_max = aggregate(sim_data_R_over_N_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_R_over_N_median)

all_combo_data_median_min = aggregate(sim_data_R_over_N_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_R_over_N_median)
ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))

ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_R_over_N_median,
                          ML_high_Q = sim_data_R_over_N_high_Q,
                          ML_low_Q = sim_data_R_over_N_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))
ML_Q_Rib_Col_lab = "95% Simulation Quantiles \n (MLE for antibody data)"
All_combo_Med_Rib_Col_lab = "Simulation Median \n  (all 2 LL combinations (for antibody data))"
All_combo_Q_Rib_Col_lab = "95% Simulation Quantiles \n (all 2 LL combinations (for antibody data))"
comp_data_melt$ML_Q_Rib_Col = ML_Q_Rib_Col_lab
comp_data_melt$All_combo_Med_Rib_Col = All_combo_Med_Rib_Col_lab
comp_data_melt$All_combo_Q_Rib_Col = All_combo_Q_Rib_Col_lab

fill_vec = c("pink", "skyblue", "grey70")
names(fill_vec) = c(All_combo_Med_Rib_Col_lab, ML_Q_Rib_Col_lab, All_combo_Q_Rib_Col_lab)

p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
    geom_ribbon(data = comp_data_melt,
                aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red"),
                                     labels =
                                       c("Simulation Median \n (MLE)"))  +
   xlab("Days since March 1 2020")+
  ylab(expression(paste(frac(R,N)))) +
  geom_ribbon(data = nyc_antibdoy_df,aes(x = times, ymin = lower_CI,
                                ymax = upper_CI),
                                fill = 'blue',
                                alpha = 0.5) +
  geom_point(data = nyc_antibdoy_df,
           aes(x = times, y = Prop_Positive), color = 'blue') +
  geom_line(data = nyc_antibdoy_df,
           aes(x = times, y = Prop_Positive), color = 'blue')
  
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/G_w_y_scaling_profile_Observed_Antibody_data_vs_Ribbon_Plot_R_over_N_over_time_simulation_from_G_w_y_scaling_profile__2_LL_antibody_from_antibody_G_w_y_scaling_profile_peak_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

C_Q1 (G_w_y_scaling Profile)

all_combo_data_high_Q_max = aggregate(sim_data_C_Q1_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_C_Q1_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_C_Q1_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_C_Q1_low_Q)
all_combo_data_median_max = aggregate(sim_data_C_Q1_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_C_Q1_median)

all_combo_data_median_min = aggregate(sim_data_C_Q1_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_C_Q1_median)


ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))
ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_C_Q1_median,
                          ML_high_Q = sim_data_C_Q1_high_Q,
                          ML_low_Q = sim_data_C_Q1_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))
ML_Q_Rib_Col_lab = "95% Simulation Quantiles \n (MLE)"
All_combo_Med_Rib_Col_lab = "Simulation Median \n  (all 2 LL combinations)"
All_combo_Q_Rib_Col_lab = "95% Simulation Quantiles \n (all 2 LL combinations)"
comp_data_melt$ML_Q_Rib_Col = ML_Q_Rib_Col_lab
comp_data_melt$All_combo_Med_Rib_Col = All_combo_Med_Rib_Col_lab
comp_data_melt$All_combo_Q_Rib_Col = All_combo_Q_Rib_Col_lab

fill_vec = c("pink", "skyblue", "grey70")
names(fill_vec) = c(All_combo_Med_Rib_Col_lab, ML_Q_Rib_Col_lab, All_combo_Q_Rib_Col_lab)


hosp_comp_df = read.csv("../Generated_Data/hosp_comp_df.csv")

obs_hosp_df = hosp_comp_df %>%
  filter(variable == "HOSPITALIZED_COUNT") %>%
  dplyr::select(-Date, -Day_of_Week, time = times) 


p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
    geom_ribbon(data = comp_data_melt,
                aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +
    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red"),
                                     labels =
                                       c("Simulation Median \n (MLE)"))  +
   xlab("Days since March 1 2020")+
  ylab(expression(paste(C_Q1))) +
  geom_point(data = obs_hosp_df, aes(x = time, y = value), color = 'blue') +
  geom_line(data = obs_hosp_df, aes(x = time, y = value), color = 'blue') 
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/G_w_y_scaling_profile_Obs_COVID_hosp_cases_vs_Ribbon_Plot_C_Q1_over_time_simulation_from_G_w_y_scaling_profile__2_LL_antibody_from_antibody_G_w_y_scaling_profile_peak_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Compare to observed data (G_w_y_scaling Profile)

#all_combo_melt_data = melt(all_combo_data, id.vars = c("time", "combo_num"))

all_combo_data_high_Q_max = aggregate(sim_data_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_low_Q)
all_combo_data_median_max = aggregate(sim_data_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_median)

all_combo_data_median_min = aggregate(sim_data_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_median)


ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))

ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_median,
                          ML_high_Q = sim_data_high_Q,
                          ML_low_Q = sim_data_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
## Joining by: time

true_data = dplyr::select(Observed_data, time = times,
                          Observed_Data = Y)
comp_data = join(comp_data, true_data)
## Joining by: time
## Joining by: time



comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))





comp_data_melt$ML_Q_Rib_Col = "95% Simulation Quantiles \n (MLE)"
comp_data_melt$All_combo_Med_Rib_Col = "Simulation Median \n  (all 2 LL combinations)"
comp_data_melt$All_combo_Q_Rib_Col = "95% Simulation Quantiles \n (all 2 LL combinations)"

fill_vec = c("Simulation Median \n  (all 2 LL combinations)" = "pink", "95% Simulation Quantiles \n (MLE)" = "skyblue", "95% Simulation Quantiles \n (all 2 LL combinations)" = "grey70")

p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red","blue"),
                                     labels =
                                       c("Simulation Median \n (MLE)",
                                         "Observed",
                                         "Data Used For Fitting"))  +
   xlab("Days since March 1 2020")+
  ylab("Observed Monthly Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/G_w_y_scaling_profile_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_G_w_y_scaling_profile_2_LL_antibody_from_antibody_profile_peak_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(all_combo_low_Q_min),
                  ymax = log(all_combo_high_Q_max), fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = log(ML_low_Q),
                  ymax = log(ML_high_Q), fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = log(all_combo_median_min),
                  ymax = log(all_combo_median_max), fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red","blue"),
                                     labels =
                                       c("Simulation Median \n (MLE)",
                                         "Observed",
                                         "Data Used For Fitting"))  +
   xlab("Days since March 1 2020")+
  ylab("Observed Monthly Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/G_w_y_scaling_profile_log_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_2_LL_antibody_from_antibody_profile_peak.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Profile Analysis Plots

p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = p_S,
               y = Antibody_Mean_LL)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "p_S_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_G_w_y_scaling_Profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = b_a,
               y = Antibody_Mean_LL)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "b_a_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_G_w_y_scaling_Profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0,
               y = Antibody_Mean_LL)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "R_0_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_G_w_y_scaling_Profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
head(top_2_LL_end_subset_with_antibody_LL)
##   G_w_y_scaling M_0 V_0 K_0      R_0       b_q        b_a       b_p
## 1     0.1137931   5  13  14 5.891618 0.2241855 0.02512294 0.9635089
## 2     0.1251724   5  13  14 5.428537 0.2066323 0.01320542 0.9471981
## 3     0.1251724   5  13  14 3.732400 0.1818479 0.63188729 0.9047564
## 4     0.1251724   5  13  14 6.379071 0.2177611 0.10322167 0.7836780
## 5     0.1251724   5  13  14 5.945615 0.1902499 0.06835627 0.7934388
## 6     0.1251724   5  13  14 4.516159 0.1872327 0.32703215 0.9462775
##         p_S p_H_cond_S phi_E phi_U phi_S   h_V      gamma   N_0      E_0
## 1 0.1819469 0.08987004  1.09  1.09   0.2 0.125   54.86157 8e+06 49423.39
## 2 0.2413377 0.08149646  1.09  1.09   0.2 0.125  442.76695 8e+06 38193.85
## 3 0.1422028 0.08512444  1.09  1.09   0.2 0.125  751.59601 8e+06 54805.64
## 4 0.1514374 0.07981727  1.09  1.09   0.2 0.125 2132.07600 8e+06 56418.20
## 5 0.2320457 0.08451899  1.09  1.09   0.2 0.125  481.86392 8e+06 36337.83
## 6 0.1831715 0.07618134  1.09  1.09   0.2 0.125  103.00774 8e+06 37687.26
##        z_0 C_0 social_distancing_start_time quarantine_start_time PCR_sens
## 1 13047.17   0                           17                    22      0.9
## 2 10346.33   0                           17                    22      0.9
## 3 19124.14   0                           17                    22      0.9
## 4 20175.12   0                           17                    22      0.9
## 5 11285.98   0                           17                    22      0.9
## 6 20450.78   0                           17                    22      0.9
##     sigma_M   beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F
## 1 0.2750095 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005
## 2 0.2693116 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005
## 3 0.2698225 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005
## 4 0.2688573 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005
## 5 0.2660484 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005
## 6 0.2687327 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005
##   sigma_epsilon  msg iter_num param_index    loglik nfail trace_num
## 1      109.1121 mif1        2         183 -626.2945    NA        NA
## 2      109.1121 mif1        1         185 -624.9712    NA        NA
## 3      109.1121 mif1        2         186 -625.4888    NA        NA
## 4      109.1121 mif1        1         188 -624.7520    NA        NA
## 5      109.1121 mif1        2         192 -625.1116    NA        NA
## 6      109.1121 mif1        2         194 -625.6721    NA        NA
##    loglist.se Antibody_Mean_LL Antibody_LL_SE Median_Herd_Immunity
## 1 0.008354140        -27.71592    0.010814460            0.1645066
## 2 0.009424375        -38.93362    0.023108413            0.1255866
## 3 0.005148036        -24.56641    0.002768443            0.2135186
## 4 0.008912627        -24.38288    0.002695636            0.1983360
## 5 0.011638374        -37.10740    0.025060927            0.1302687
## 6 0.008162788        -27.58985    0.009175637            0.1627462
##   combo_num sim_subset_index
## 1         1                1
## 2         2                1
## 3         3                1
## 4         4                1
## 5         5                1
## 6         6                1
top_2_LL_end_subset_with_antibody_LL$duration_of_symp_1 = 1/top_2_LL_end_subset_with_antibody_LL$phi_S
top_2_LL_end_subset_with_antibody_LL$duration_of_symp_2 = 1/top_2_LL_end_subset_with_antibody_LL$gamma
top_2_LL_end_subset_with_antibody_LL =  top_2_LL_end_subset_with_antibody_LL %>%
  mutate(duration_of_symp = duration_of_symp_1 + duration_of_symp_2)
top_2_LL_end_subset_with_antibody_LL$gamma_total = 1/top_2_LL_end_subset_with_antibody_LL$duration_of_symp
top_2_LL_end_subset_with_antibody_LL = top_2_LL_end_subset_with_antibody_LL %>%
  mutate(Beta = R_0*gamma_total)

top_2_LL_end_subset_with_antibody_LL = top_2_LL_end_subset_with_antibody_LL%>%
  mutate(R_0_P = (Beta*b_p)/phi_U,
         R_0_A = (Beta*b_a *(1-p_S))/phi_S,
         R_0_S_1 = (Beta*p_S)/phi_S,
         R_0_S_2 = (Beta*(1-p_H_cond_S)*p_S)/gamma)
top_2_LL_end_subset_with_antibody_LL = top_2_LL_end_subset_with_antibody_LL %>%
  mutate(R_0_NGM = R_0_P + R_0_A + R_0_S_1 + R_0_S_2)

p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0_NGM)) +
  geom_histogram() + rahul_man_figure_theme
p
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

png(file = paste0("../Figures/Profiles/", model_name, "_Model/G_w_y_scaling_profile/", model_name,
                  "_G_w_y_scaling_profile_R_0_NGM_histogram_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = b_a)) +
  scale_color_viridis_c() +
  geom_point() + rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/G_w_y_scaling_profile/", model_name,
                  "_G_w_y_scaling_profile_R_0_vs_R_0_NGM_color_b_a_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = b_p)) +
  scale_color_viridis_c() +
  geom_point() + rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/G_w_y_scaling_profile/", model_name,
                  "_G_w_y_scaling_profile_R_0_vs_R_0_NGM_color_b_p_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = G_w_y_scaling,
               y = R_0_NGM)) +
  geom_point() + rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/G_w_y_scaling_profile/", model_name,
                  "_G_w_y_scaling_profile_G_w_y_scaling_vs_R_0_NGM_histogram_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL =
  top_2_LL_end_subset_with_antibody_LL %>%
  filter(Antibody_Mean_LL > max(Antibody_Mean_LL)-2)

nrow(antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL)
## [1] 2
range(antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL$R_0)
## [1] 3.732400 6.379071
antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL
##   G_w_y_scaling M_0 V_0 K_0      R_0       b_q       b_a       b_p
## 1     0.1251724   5  13  14 3.732400 0.1818479 0.6318873 0.9047564
## 2     0.1251724   5  13  14 6.379071 0.2177611 0.1032217 0.7836780
##         p_S p_H_cond_S phi_E phi_U phi_S   h_V    gamma   N_0      E_0
## 1 0.1422028 0.08512444  1.09  1.09   0.2 0.125  751.596 8e+06 54805.64
## 2 0.1514374 0.07981727  1.09  1.09   0.2 0.125 2132.076 8e+06 56418.20
##        z_0 C_0 social_distancing_start_time quarantine_start_time PCR_sens
## 1 19124.14   0                           17                    22      0.9
## 2 20175.12   0                           17                    22      0.9
##     sigma_M   beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F
## 1 0.2698225 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005
## 2 0.2688573 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005
##   sigma_epsilon  msg iter_num param_index    loglik nfail trace_num
## 1      109.1121 mif1        2         186 -625.4888    NA        NA
## 2      109.1121 mif1        1         188 -624.7520    NA        NA
##    loglist.se Antibody_Mean_LL Antibody_LL_SE Median_Herd_Immunity
## 1 0.005148036        -24.56641    0.002768443            0.2135186
## 2 0.008912627        -24.38288    0.002695636            0.1983360
##   combo_num sim_subset_index duration_of_symp_1 duration_of_symp_2
## 1         3                1                  5       0.0013305020
## 2         4                1                  5       0.0004690264
##   duration_of_symp gamma_total      Beta     R_0_P     R_0_A   R_0_S_1
## 1         5.001331   0.1999468 0.7462814 0.6194522 2.0225390 0.5306165
## 2         5.000469   0.1999812 1.2756946 0.9171870 0.5586908 0.9659392
##        R_0_S_2  R_0_NGM
## 1 1.291779e-04 3.172737
## 2 8.337795e-05 2.441900
p = ggplot(data = antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL,
           aes(x = b_a,
               y = R_0)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_a_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_G_w_y_scaling_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL,
           aes(x = b_a,
               y = log(R_0))) + geom_hline(yintercept = log(3), color = 'orange') +
  geom_hline(yintercept = log(4), color = 'purple') +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_a_vs_log_R_0_", model_name,
           "_model_top_2_antibody_LL_from_G_w_y_scaling_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL,
           aes(x = b_p,
               y = R_0)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_p_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_G_w_y_scaling_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL,
           aes(x = b_q,
               y = R_0)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_q_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_G_w_y_scaling_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL$R_0_NGM
## [1] 3.172737 2.441900
p = ggplot(data = antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL,
           aes(x = R_0,
               y = R_0_NGM)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "R_0_vs_R_0_NGM_", model_name,
           "_model_top_2_antibody_LL_from_G_w_y_scaling_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

b_p profile

profile_var = "b_p"
profile_data= read.csv(file = paste0("../Generated_Data/Profiles/", model_name, "_Model/", profile_var, "_Profile/",
                          profile_var, "_", model_name, "_profile_combined_data.csv"))
profile_peak_data_b_p = profile_data %>%
  filter(loglik > max(loglik)-2)
range(profile_peak_data_b_p$R_0)
## [1]  2.82019 23.92167
save(profile_peak_data_b_p, file = paste0("../Generated_Data/Profiles/",
     model_name,
     "_Model/b_p_Profile/top_2_LL_of_b_p_profile.RData"))
profile_peak_data = profile_data %>%
  filter(loglik > max(loglik)-5)
range(profile_peak_data$R_0)
## [1]  2.331121 27.259132
p = ggplot(data = profile_peak_data,
           aes(x = G_w_y_scaling,
               y = R_0)) + 
  geom_point() +
  rahul_theme 
p

p = ggplot(data = profile_peak_data,
           aes(x = G_w_y_scaling,
               y = p_S)) + 
  geom_point() +
  rahul_theme 
p

b_p profile peak

source("Sim_b_p_profile_peak_Model_N_13.R")
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R over N for top parameter combinations within 2LL when fit to antibody and case data (b_p Profile)

params_with_data = join(all_combo_R_data,
                        top_2_LL_end_subset_with_antibody_LL)
## Joining by: combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        all_combo_S_data)
## Joining by: time, combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        all_combo_C_Q1_data)
## Joining by: time, combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        all_combo_data)
## Joining by: time, combo_num, sim_subset_index
antibody_top_2_LL_params_and_sim_data = params_with_data %>%
  filter(Antibody_Mean_LL > max(Antibody_Mean_LL)-2)


#head(params_with_data)
all_combo_data_high_Q_max = aggregate(sim_data_R_over_N_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_R_over_N_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_R_over_N_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_R_over_N_low_Q)
all_combo_data_median_max = aggregate(sim_data_R_over_N_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_R_over_N_median)

all_combo_data_median_min = aggregate(sim_data_R_over_N_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_R_over_N_median)
ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))

ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_R_over_N_median,
                          ML_high_Q = sim_data_R_over_N_high_Q,
                          ML_low_Q = sim_data_R_over_N_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))
ML_Q_Rib_Col_lab = "95% Simulation Quantiles \n (MLE for antibody data)"
All_combo_Med_Rib_Col_lab = "Simulation Median \n  (all 2 LL combinations (for antibody data))"
All_combo_Q_Rib_Col_lab = "95% Simulation Quantiles \n (all 2 LL combinations (for antibody data))"
comp_data_melt$ML_Q_Rib_Col = ML_Q_Rib_Col_lab
comp_data_melt$All_combo_Med_Rib_Col = All_combo_Med_Rib_Col_lab
comp_data_melt$All_combo_Q_Rib_Col = All_combo_Q_Rib_Col_lab

fill_vec = c("pink", "skyblue", "grey70")
names(fill_vec) = c(All_combo_Med_Rib_Col_lab, ML_Q_Rib_Col_lab, All_combo_Q_Rib_Col_lab)

p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
    geom_ribbon(data = comp_data_melt,
                aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red"),
                                     labels =
                                       c("Simulation Median \n (MLE)"))  +
   xlab("Days since March 1 2020")+
  ylab(expression(paste(frac(R,N)))) +
  geom_ribbon(data = nyc_antibdoy_df,aes(x = times, ymin = lower_CI,
                                ymax = upper_CI),
                                fill = 'blue',
                                alpha = 0.5) +
  geom_point(data = nyc_antibdoy_df,
           aes(x = times, y = Prop_Positive), color = 'blue') +
  geom_line(data = nyc_antibdoy_df,
           aes(x = times, y = Prop_Positive), color = 'blue')
  
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/b_p_profile_Observed_Antibody_data_vs_Ribbon_Plot_R_over_N_over_time_simulation_from_b_p_profile__2_LL_antibody_from_antibody_b_p_profile_peak_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

C_Q1 (b_p Profile)

all_combo_data_high_Q_max = aggregate(sim_data_C_Q1_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_C_Q1_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_C_Q1_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_C_Q1_low_Q)
all_combo_data_median_max = aggregate(sim_data_C_Q1_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_C_Q1_median)

all_combo_data_median_min = aggregate(sim_data_C_Q1_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_C_Q1_median)


ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))
ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_C_Q1_median,
                          ML_high_Q = sim_data_C_Q1_high_Q,
                          ML_low_Q = sim_data_C_Q1_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))
ML_Q_Rib_Col_lab = "95% Simulation Quantiles \n (MLE)"
All_combo_Med_Rib_Col_lab = "Simulation Median \n  (all 2 LL combinations)"
All_combo_Q_Rib_Col_lab = "95% Simulation Quantiles \n (all 2 LL combinations)"
comp_data_melt$ML_Q_Rib_Col = ML_Q_Rib_Col_lab
comp_data_melt$All_combo_Med_Rib_Col = All_combo_Med_Rib_Col_lab
comp_data_melt$All_combo_Q_Rib_Col = All_combo_Q_Rib_Col_lab

fill_vec = c("pink", "skyblue", "grey70")
names(fill_vec) = c(All_combo_Med_Rib_Col_lab, ML_Q_Rib_Col_lab, All_combo_Q_Rib_Col_lab)


hosp_comp_df = read.csv("../Generated_Data/hosp_comp_df.csv")

obs_hosp_df = hosp_comp_df %>%
  filter(variable == "HOSPITALIZED_COUNT") %>%
  dplyr::select(-Date, -Day_of_Week, time = times) 


p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
    geom_ribbon(data = comp_data_melt,
                aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +
    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red"),
                                     labels =
                                       c("Simulation Median \n (MLE)"))  +
   xlab("Days since March 1 2020")+
  ylab(expression(paste(C_Q1))) +
  geom_point(data = obs_hosp_df, aes(x = time, y = value), color = 'blue') +
  geom_line(data = obs_hosp_df, aes(x = time, y = value), color = 'blue') 
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/b_p_profile_Obs_COVID_hosp_cases_vs_Ribbon_Plot_C_Q1_over_time_simulation_from_b_p_profile__2_LL_antibody_from_antibody_b_p_profile_peak_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Compare to observed data (b_p Profile)

#all_combo_melt_data = melt(all_combo_data, id.vars = c("time", "combo_num"))

all_combo_data_high_Q_max = aggregate(sim_data_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_low_Q)
all_combo_data_median_max = aggregate(sim_data_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_median)

all_combo_data_median_min = aggregate(sim_data_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_median)


ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))

ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_median,
                          ML_high_Q = sim_data_high_Q,
                          ML_low_Q = sim_data_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
## Joining by: time

true_data = dplyr::select(Observed_data, time = times,
                          Observed_Data = Y)
comp_data = join(comp_data, true_data)
## Joining by: time
## Joining by: time



comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))





comp_data_melt$ML_Q_Rib_Col = "95% Simulation Quantiles \n (MLE)"
comp_data_melt$All_combo_Med_Rib_Col = "Simulation Median \n  (all 2 LL combinations)"
comp_data_melt$All_combo_Q_Rib_Col = "95% Simulation Quantiles \n (all 2 LL combinations)"

fill_vec = c("Simulation Median \n  (all 2 LL combinations)" = "pink", "95% Simulation Quantiles \n (MLE)" = "skyblue", "95% Simulation Quantiles \n (all 2 LL combinations)" = "grey70")

p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red","blue"),
                                     labels =
                                       c("Simulation Median \n (MLE)",
                                         "Observed",
                                         "Data Used For Fitting"))  +
   xlab("Days since March 1 2020")+
  ylab("Observed Monthly Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/b_p_profile_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_b_p_profile_2_LL_antibody_from_antibody_profile_peak_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(all_combo_low_Q_min),
                  ymax = log(all_combo_high_Q_max), fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = log(ML_low_Q),
                  ymax = log(ML_high_Q), fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = log(all_combo_median_min),
                  ymax = log(all_combo_median_max), fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red","blue"),
                                     labels =
                                       c("Simulation Median \n (MLE)",
                                         "Observed",
                                         "Data Used For Fitting"))  +
   xlab("Days since March 1 2020")+
  ylab("Observed Monthly Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/b_p_profile_log_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_2_LL_antibody_from_antibody_profile_peak.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Profile analysis plots (b_p profile)

p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = p_S,
               y = Antibody_Mean_LL)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "p_S_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_b_p_Profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = b_a,
               y = Antibody_Mean_LL)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "b_a_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_b_p_Profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0,
               y = Antibody_Mean_LL)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "R_0_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_b_p_Profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
top_2_LL_end_subset_with_antibody_LL$duration_of_symp_1 = 1/top_2_LL_end_subset_with_antibody_LL$phi_S
top_2_LL_end_subset_with_antibody_LL$duration_of_symp_2 = 1/top_2_LL_end_subset_with_antibody_LL$gamma
top_2_LL_end_subset_with_antibody_LL =  top_2_LL_end_subset_with_antibody_LL %>%
  mutate(duration_of_symp = duration_of_symp_1 + duration_of_symp_2)
top_2_LL_end_subset_with_antibody_LL$gamma_total = 1/top_2_LL_end_subset_with_antibody_LL$duration_of_symp
top_2_LL_end_subset_with_antibody_LL = top_2_LL_end_subset_with_antibody_LL %>%
  mutate(Beta = R_0*gamma_total)

top_2_LL_end_subset_with_antibody_LL = top_2_LL_end_subset_with_antibody_LL%>%
  mutate(R_0_P = (Beta*b_p)/phi_U,
         R_0_A = (Beta*b_a *(1-p_S))/phi_S,
         R_0_S_1 = (Beta*p_S)/phi_S,
         R_0_S_2 = (Beta*(1-p_H_cond_S)*p_S)/gamma)
top_2_LL_end_subset_with_antibody_LL = top_2_LL_end_subset_with_antibody_LL %>%
  mutate(R_0_NGM = R_0_P + R_0_A + R_0_S_1 + R_0_S_2)

antibody_top_2_LL_from_b_p_profile_top_2_LL = top_2_LL_end_subset_with_antibody_LL %>%
  filter(Antibody_Mean_LL > max(Antibody_Mean_LL)-2)
nrow(antibody_top_2_LL_from_b_p_profile_top_2_LL)
## [1] 30
range(antibody_top_2_LL_from_b_p_profile_top_2_LL$R_0)
## [1]  3.696721 23.921671
p = ggplot(data = antibody_top_2_LL_from_b_p_profile_top_2_LL,
           aes(x = b_a,
               y = R_0)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_a_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_b_p_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_b_p_profile_top_2_LL,
           aes(x = b_a,
               y = log(R_0))) + geom_hline(yintercept = log(3), color = 'orange') +
  geom_hline(yintercept = log(4), color = 'purple') +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_a_vs_log_R_0_", model_name,
           "_model_top_2_antibody_LL_from_b_p_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_b_p_profile_top_2_LL,
           aes(x = b_p,
               y = R_0)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_p_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_b_p_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_b_p_profile_top_2_LL,
           aes(x = b_q,
               y = R_0)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_q_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_b_p_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
range(antibody_top_2_LL_from_b_p_profile_top_2_LL$b_q)
## [1] 0.1422536 0.2654400
hist(antibody_top_2_LL_from_b_p_profile_top_2_LL$R_0)

Calculate R_0 NGM for top_2_LL of b_p profile

\[\begin{equation} R_{0_{NGM}} = \frac{\beta_P}{\phi_U} + \frac{\beta_A (1-p_S)}{\phi_S} + \frac{\beta p_S}{\phi_S} + \frac{\beta (1-p_{\text{H_cond_S}}) p_S}{\gamma} \end{equation}\]

In terms of model parameters: \[\begin{equation} R_{0_{NGM}} = \frac{\beta*b_p}{\phi_U} + \frac{\beta*b_a (1-p_S)}{\phi_S} + \frac{\beta p_S}{\phi_S} + \frac{\beta (1-p_{\text{H_cond_S}}) p_S}{\gamma} \end{equation}\]

p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0_NGM)) + 
  geom_density() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/b_p_Profile/", model_name,
                  "_b_p_profile_density_plot_of_R_0_NGM_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0_NGM)) + 
  geom_histogram() +
  rahul_man_figure_theme
p
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

png(file = paste0("../Figures/Profiles/", model_name, "_Model/b_p_Profile/", model_name,
                  "_b_p_Profile_histogram_of_R_0_NGM_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0_A,
               y = R_0_S_1 + R_0_S_2)) + 
  geom_point() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/b_p_Profile/", model_name,
                  "_b_p_Profile_R_0_A_vs_R_0_S_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0,
               y = R_0_NGM)) + 
  geom_point() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/b_p_Profile/", model_name,
                  "_b_p_Profile_R_0_vs_R_0_NGM_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0,
               y = R_0_S_1 + R_0_S_2)) + 
  geom_point() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/b_p_Profile/", model_name,
                  "_b_p_Profile_R_0_vs_R_0_S_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0_NGM,
               y = Antibody_Mean_LL)) + 
  geom_point() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/b_p_profile/", model_name,
                  "_b_p_profile_R_0_NGM_vs_Likelihood_with_respect_to_antibody_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = b_a,
               y = R_0_NGM)) + 
  geom_point() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/b_p_profile/", model_name,
                  "_b_p_profile_b_a_vs_R_0_NGM_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_b_p_profile_top_2_LL,
           aes(x = R_0_NGM)) +
  geom_histogram() +
  rahul_man_figure_theme
p
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "R_0_NGM_histogram_", model_name,
           "_model_top_2_antibody_LL_from_b_p_profile_peak_LL.png"))
print(p)
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_b_p_profile_top_2_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = b_a)) +
  geom_point() +
  scale_color_viridis_c() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "R_0_vs_R_0_NGM_color_by_b_a", model_name,
           "_model_top_2_antibody_LL_from_b_p_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_b_p_profile_top_2_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = b_p)) +
  geom_point() +
  scale_color_viridis_c() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "R_0_vs_R_0_NGM_color_by_b_p", model_name,
           "_model_top_2_antibody_LL_from_b_p_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2